~ · home · media-entertainment video-editing-automation · 98

Video Editing Automation

Query this niche via MCPmarket_report({ query: "Video Editing Automation", response_mode: "summary" })
active marketmarket pulse 48/100commercial money present3 new builders in 30d98 listings
basis: all observed monthly plans · commercial-form-v2
Agents · median
$42/mo
$25–$113 middle half · 19 providers · median of every priced plan point, all tiers
MCP servers · median
$29/mo
$15–$59 middle half · 24 providers · median of every priced plan point, all tiers
1.4×

Agents cost 1.4× MCPs across all tiers — median $42 vs $29. Two different markets; a blended figure would mislead either buyer.

All plans — Agents vs MCPs

each dot = one provider · log scale
Agents $42
cuebuddy · $7
2short Ai · $10
Agentic Ai Video Qa · $10
Remove Video Bg · $15
autocaption · $18
cinlink · $19
wisecut · $23
Ai Video Editor · $25
clipgenie · $25
Vizard Ai · $29
bingeable · $39
cardboard · $40
wideframe · $100
autocaption · $32
2short Ai · $35
vibrantsnap · $40
Ai Video Editor · $42
captions · $47
chatcut · $50
Agentic Ai Video Qa · $60
Remove Video Bg · $67
wisecut · $83
screenci · $113
clipgenie · $125
cardboard · $250
clipgenie · $20
Vizard Ai · $39
cinlink · $59
vibrantsnap · $129
bingeable · $149
chatcut · $150
Onetake Ai · $255
screenci · $284
Descript Api · $499
MCP servers $29
clipember · $5
editclips · $6
opuscut · $8
everpop · $9
cutpro · $10
lumiclip · $11
Kinescope Mcp · $11
compeller · $12
Katto Mcp · $14
Info D51f · $15
Reap Mcp Server · $17
vidmoat · $19
mographr · $20
kinopipe · $21
bitterclip · $24
Transloadit Mcp Server · $29
blitzreels · $33
nextcut · $39
Mcp Shotstack · $39
Tiktok Mcp · $7
clipember · $15
editclips · $15
opuscut · $24
cutpro · $26
video · $28
lumiclip · $28
compeller · $29
Poof Mcp · $29
Info D51f · $30
Ssemble Mcp Server · $30
everpop · $49
Transloadit Mcp Server · $54
bitterclip · $99
kinopipe · $99
Mcp Shotstack · $99
nextcut · $149
video · $14
Tiktok Mcp · $24
editclips · $39
clipember · $40
Reap Mcp Server · $40
vidmoat · $49
Ssemble Mcp Server · $59
opuscut · $71
blitzreels · $119
everpop · $149
mographr · $200
Poof Mcp · $299
Mcp Shotstack · $349
nextcut · $399
compeller · $199
studio · $1,500
$5
$10
$25
$50
$100
$250
$500
$1,000
AgentsMCP serversshaded = middle half · line = median

All plans

86 priced
Providervs its cohort medianMonthly
clipembermcp
$5 below
editclipsmcp
$6 below
cuebuddyagent
$7 below
Tiktok Mcpmcp
$7 below
opuscutmcp
$8 below
everpopmcp
$9 below
2short Aiagent
$10 below
Agentic Ai Video Qaagent
$10 below
cutpromcp
$10 below
lumiclipmcp
$11 below
Kinescope Mcpmcp
$11 below
compellermcp
$12 below
Katto Mcpmcp
$14 below
videomcp
$14 below
Remove Video Bgagent
$15 below
Info D51fmcp
$15 below
clipembermcp
$15 below
editclipsmcp
$15 below
Reap Mcp Servermcp
$17 below
autocaptionagent
$18 below
cinlinkagent
$19 below
vidmoatmcp
$19 below
clipgenieagent
$20 below
mographrmcp
$20 below
kinopipemcp
$21 below
wisecutagent
$23 below
bitterclipmcp
$24 below
opuscutmcp
$24 below
Tiktok Mcpmcp
$24 below
Ai Video Editoragent
$25 below
clipgenieagent
$25 below
cutpromcp
$26 below
videomcp
$28 ~median
lumiclipmcp
$28 ~median
Vizard Aiagent
$29 below
Transloadit Mcp Servermcp
$29 ~median
compellermcp
$29 ~median
Poof Mcpmcp
$29 ~median
Info D51fmcp
$30 ~median
Ssemble Mcp Servermcp
$30 ~median
autocaptionagent
$32 below
blitzreelsmcp
$33 above
2short Aiagent
$35 below
bingeableagent
$39 ~median
Vizard Aiagent
$39 ~median
nextcutmcp
$39 above
Mcp Shotstackmcp
$39 above
editclipsmcp
$39 above
cardboardagent
$40 ~median
vibrantsnapagent
$40 ~median
clipembermcp
$40 above
Reap Mcp Servermcp
$40 above
Ai Video Editoragent
$42 ~median
captionsagent
$47 above
everpopmcp
$49 above
vidmoatmcp
$49 above
chatcutagent
$50 above
Transloadit Mcp Servermcp
$54 above
cinlinkagent
$59 above
Ssemble Mcp Servermcp
$59 above
Agentic Ai Video Qaagent
$60 above
Remove Video Bgagent
$67 above
opuscutmcp
$71 above
wisecutagent
$83 above
bitterclipmcp
$99 above
kinopipemcp
$99 above
Mcp Shotstackmcp
$99 above
wideframeagent
$100 above
screenciagent
$113 above
blitzreelsmcp
$119 above
clipgenieagent
$125 above
vibrantsnapagent
$129 above
bingeableagent
$149 above
nextcutmcp
$149 above
everpopmcp
$149 above
chatcutagent
$150 above
compellermcp
$199 above
mographrmcp
$200 above
cardboardagent
$250 above
Onetake Aiagent
$255 above
screenciagent
$284 above
Poof Mcpmcp
$299 above
Mcp Shotstackmcp
$349 above
nextcutmcp
$399 above
Descript Apiagent
$499 above
studiomcp
$1,500 above
Position is relative to the provider's own delivery-type median at this tier — never a blended one.
What the figures on this page are. This page is Agentery's fixed-niche view of Video Editing Automation (latest observation 2026-10-15T03:43:03.005Z). The headline medians above are computed from that data per delivery type and buyer-tier tab: on a tier tab, the median of each provider's plan at that tier; on “All”, every priced plan point across tiers pooled. Small cohorts show as “too few” rather than a median. The embedded response below is the broader fixed-niche report: its by_provider_type.*.median pools all tiers, pricing.byPersona.* is per buyer tier, and the unit cohorts (e.g. Pro flat) are per tier and billing unit — so those blocks legitimately differ from one headline figure. Over MCP today the advertised tools are market_report (a semantic neighbourhood for your query, not this fixed niche) and price_benchmark (query/task); niche_report stays callable as a legacy alias. Their cohorts are defined differently, so their numbers can differ from this page.
market_reportprice_benchmark
See the MCP response behind this pagefixed-niche report (legacy niche_report alias, full mode) — broader than the headline figure
{
  "niche": "video-editing-automation",
  "parent_sector": "media-entertainment",
  "provider_type_pricing": {
    "slug": "video-editing-automation",
    "pricing_basis": "lowest_observed_monthly_usd",
    "provider_type_methodology": "commercial-form-v2",
    "provider_type_methodology_published_at": "2026-07-31",
    "blended": {
      "median": 16.5,
      "p25": 10,
      "p75": 29.86,
      "providers": 44
    },
    "by_provider_type": {
      "agent": {
        "median": 24.9,
        "p25": 16.5,
        "p75": 45,
        "providers": 19,
        "publishable": true,
        "confidence": "normal"
      },
      "mcp": {
        "median": 12,
        "p25": 9.95,
        "p75": 20,
        "providers": 25,
        "publishable": true,
        "confidence": "normal"
      }
    },
    "recommended_cohort": null,
    "recommendation_reason": "Choose the cohort according to the commercial delivery type being assessed.",
    "fallback_context": null,
    "context_note": null
  },
  "crowding_level": "emerging",
  "observed_node_count": 6,
  "adjacent_niches": [
    "podcast-production-automation",
    "video-avatar-generation",
    "livestream-moderation",
    "character-design-agent",
    "game-asset-generation",
    "voice-synthesis-tts"
  ],
  "market_pulse": {
    "pulse": 48,
    "drivers": [
      "enterprise money present",
      "7 new builders in 30d"
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    "price_move_30d_pct": 1.7,
    "money_share": 0.26153846153846155,
    "entry_rate": 0.0673076923076923,
    "alive_share": 1
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  "price_move": {
    "d_pct": 0,
    "w_pct": 0,
    "m_pct": -1.6,
    "comparable_agents": 43,
    "quarantined_agents": 3,
    "confidence": "high",
    "published": {
      "d": false,
      "w": false,
      "m": true
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    "held_reason": {
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    },
    "driver": {
      "d": null,
      "w": null,
      "m": "clipgenie's \"Business\" $40→$20 (-50%)"
    },
    "tier_contribution": {
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      "m": {
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    "byTierCohorts": {
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            {
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            {
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            {
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            },
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                "price": "$70.75 USD / mo",
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                "provider": "poof_mcp",
                "tier": "pro",
                "billing": "monthly",
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                "tier": "pro",
                "billing": "monthly",
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                "provider": "poof_mcp",
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                "billing": "monthly",
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                "provider": "poof_mcp",
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                "billing": "monthly",
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                "price": "$299 /mo",
                "monthly_usd": 299
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                "provider": "reap_mcp_server",
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                "billing": "monthly",
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                "price": "$119.88 billed annually",
                "monthly_usd": 9.99
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                "provider": "reap_mcp_server",
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                "billing": "monthly",
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                "price": "$50 /month",
                "monthly_usd": 50
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                "provider": "reap_mcp_server",
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                "billing": "monthly",
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                "price": "$348 billed annually",
                "monthly_usd": 29
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              {
                "provider": "remove_video_bg",
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                "unit": "flat",
                "price": "$14.99",
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                "provider": "remove_video_bg",
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                "unit": "flat",
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                "provider": "remove_video_bg",
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                "unit": "flat",
                "price": "$66.99",
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                "provider": "remove_video_bg",
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                "billing": "monthly",
                "unit": "flat",
                "price": "$149.99",
                "monthly_usd": 149.99
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                "provider": "screenci",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "€99 / month",
                "monthly_usd": 112.86
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              {
                "provider": "screenci",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "€249 / month",
                "monthly_usd": 283.86
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                "provider": "ssemble_mcp_server",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "€52/mo",
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              {
                "provider": "ssemble_mcp_server",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "€26/mo",
                "monthly_usd": 29.64
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                "provider": "ssemble_mcp_server",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "€13/mo",
                "monthly_usd": 14.82
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              {
                "provider": "ssemble_mcp_server",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "€87/mo",
                "monthly_usd": 99.18
              },
              {
                "provider": "studio",
                "tier": "enterprise",
                "billing": "monthly",
                "unit": "flat",
                "price": "From $1,500 / month",
                "monthly_usd": 1500
              },
              {
                "provider": "tiktok_mcp",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$7.49",
                "monthly_usd": 7.49
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              {
                "provider": "tiktok_mcp",
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                "unit": "flat",
                "price": "$24",
                "monthly_usd": 24
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              {
                "provider": "transloadit_mcp_server",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$29 / month",
                "monthly_usd": 29
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              {
                "provider": "transloadit_mcp_server",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$54 / month",
                "monthly_usd": 54
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              {
                "provider": "vibrantsnap",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$40 USD / month",
                "monthly_usd": 40
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              {
                "provider": "vibrantsnap",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$129 USD / month",
                "monthly_usd": 129
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              {
                "provider": "video",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$167.99/year",
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                "provider": "video",
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                "billing": "monthly",
                "unit": "flat",
                "price": "$335.99/year",
                "monthly_usd": 28
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                "provider": "vidmoat",
                "tier": "individual",
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                "unit": "flat",
                "price": "$19 /mo",
                "monthly_usd": 19
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              {
                "provider": "vidmoat",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$49 /mo",
                "monthly_usd": 49
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              {
                "provider": "vizard_ai",
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                "billing": "monthly",
                "unit": "flat",
                "price": "$29/month",
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              {
                "provider": "vizard_ai",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$39/month",
                "monthly_usd": 39
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              {
                "provider": "wideframe",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$100/month",
                "monthly_usd": 100
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              {
                "provider": "wisecut",
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                "billing": "monthly",
                "unit": "flat",
                "price": "$ 23.25 /mo",
                "monthly_usd": 23.25
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              {
                "provider": "wisecut",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$ 83.25 /mo",
                "monthly_usd": 83.25
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          {
            "billing": "monthly",
            "unit": "per_seat",
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                "billing": "monthly",
                "unit": "per_seat",
                "price": "$15 / seat / month",
                "monthly_usd": 15
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              {
                "provider": "rendley_mcp",
                "tier": "pro",
                "billing": "monthly",
                "unit": "per_seat",
                "price": "$30 / seat / month",
                "monthly_usd": 30
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              {
                "provider": "rendley_mcp",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "per_seat",
                "price": "$70 / seat / month",
                "monthly_usd": 70
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          {
            "billing": "one_time",
            "unit": "flat",
            "count": 32,
            "offers": [
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                "provider": "ai_550w_media",
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                "billing": "one_time",
                "unit": "flat",
                "price": "USD 2.99",
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                "provider": "ai_550w_media",
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                "provider": "ai_550w_media",
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                "provider": "ai_550w_media",
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                "price": "USD 39.99",
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                "provider": "ai_video_editor",
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                "price": "$9.9",
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                "provider": "ai_video_editor",
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                "unit": "flat",
                "price": "US$99",
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                "provider": "botverse",
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                "price": "$20",
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              {
                "provider": "botverse",
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                "price": "$50",
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              {
                "provider": "botverse",
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                "price": "$100",
                "monthly_usd": null
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              {
                "provider": "cuebuddy",
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                "billing": "one_time",
                "unit": "flat",
                "price": "$99.99 / lifetime",
                "monthly_usd": null
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              {
                "provider": "cueframe",
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                "billing": "one_time",
                "unit": "flat",
                "price": "$10.00 in credits",
                "monthly_usd": null
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                "provider": "cueframe",
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                "billing": "one_time",
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                "provider": "cueframe",
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                "provider": "editclips",
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                "price": "$9",
                "monthly_usd": null
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                "provider": "editclips",
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                "billing": "one_time",
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                "price": "$29",
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                "provider": "editclips",
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                "billing": "one_time",
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                "price": "$69",
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                "provider": "info_d51f",
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                "price": "4 €",
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                "provider": "kinopipe",
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                "price": "$9 once",
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                "provider": "kleo",
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                "billing": "one_time",
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                "price": "€5",
                "monthly_usd": null
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              {
                "provider": "kleo",
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                "billing": "one_time",
                "unit": "flat",
                "price": "€15",
                "monthly_usd": null
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              {
                "provider": "kleo",
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                "billing": "one_time",
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                "price": "€40",
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                "provider": "lumiclip",
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                "billing": "one_time",
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                "provider": "premierecopilot",
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                "price": "$59 once",
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              {
                "provider": "the_scribble_thing",
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                "provider": "treza",
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                "billing": "one_time",
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                "price": "$5",
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              {
                "provider": "treza",
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              {
                "provider": "treza",
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                "price": "$25",
                "monthly_usd": null
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              {
                "provider": "treza",
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                "price": "$50",
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                "provider": "vidmoat",
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                "billing": "one_time",
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              {
                "provider": "vidmoat",
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                "billing": "one_time",
                "unit": "flat",
                "price": "$4.99",
                "monthly_usd": null
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              {
                "provider": "vidmoat",
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                "billing": "one_time",
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                "price": "$8.99",
                "monthly_usd": null
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            "billing": "usage",
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                "provider": "aivoicecleaner",
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                "provider": "aivoicecleaner",
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                "provider": "aivoicecleaner",
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              {
                "provider": "aivoicecleaner",
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                "price": "$ 168.35",
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                "provider": "botverse",
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                "provider": "botverse",
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                "provider": "botverse",
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                "price": "$0.05/file",
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              {
                "provider": "botverse",
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                "price": "$0.30/job",
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              {
                "provider": "captionpipe",
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                "unit": "flat",
                "price": "4¢ a minute",
                "monthly_usd": null
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              {
                "provider": "cueframe",
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                "billing": "usage",
                "unit": "flat",
                "price": "$0.50 / output-minute",
                "monthly_usd": null
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              {
                "provider": "cueframe",
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                "billing": "usage",
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                "price": "$0.03 / audio-minute",
                "monthly_usd": null
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              {
                "provider": "cueframe",
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                "price": "$0.03 / GB-month",
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              {
                "provider": "horizonindustry_fastdrop",
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                "price": "1 credit",
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              {
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                "price": "$10",
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              {
                "provider": "nextcut",
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                "price": "$0.35 / render",
                "monthly_usd": null
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              {
                "provider": "rodeo",
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                "price": "$4 / 1000 queries",
                "monthly_usd": null
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                "provider": "rodeo",
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                "billing": "usage",
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                "price": "$0.260 / 1M tokens",
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              {
                "provider": "rodeo",
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                "billing": "usage",
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                "price": "$0.065 / 1M tokens",
                "monthly_usd": null
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              {
                "provider": "rodeo",
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                "billing": "usage",
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                "price": "$0.080 / 1M tokens",
                "monthly_usd": null
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              {
                "provider": "rodeo",
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                "billing": "usage",
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                "price": "$0.200 / 1M tokens",
                "monthly_usd": null
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                "provider": "rodeo",
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                "price": "$0.162 / 1M tokens",
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              {
                "provider": "rodeo",
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                "provider": "rodeo",
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              {
                "provider": "studio",
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                "billing": "usage",
                "unit": "flat",
                "price": "$5.99 for 100 seeds",
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                "unit": "flat",
                "price": "$0.50 per GB",
                "monthly_usd": null
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              {
                "provider": "vgff_mcp",
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                "billing": "usage",
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                "price": "$0.10 per GB",
                "monthly_usd": null
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              {
                "provider": "vgff_mcp",
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                "unit": "flat",
                "price": "$0.08 per GB",
                "monthly_usd": null
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              {
                "provider": "video",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.33 a minute",
                "monthly_usd": null
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                "provider": "weftly",
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                "billing": "usage",
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                "price": "$0.50",
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                "provider": "weftly",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$1.00",
                "monthly_usd": null
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              {
                "provider": "weftly",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.75",
                "monthly_usd": null
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              {
                "provider": "weftly",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$1.25",
                "monthly_usd": null
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              {
                "provider": "weftly",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$2.00",
                "monthly_usd": null
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            "billing": "usage",
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            "offers": [
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                "provider": "ai_video_editor",
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                "price": "$0.017 / credit",
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                "tier": "pro",
                "billing": "usage",
                "unit": "other_usage",
                "price": "$0.012 / credit",
                "monthly_usd": null
              },
              {
                "provider": "ai_video_editor",
                "tier": "individual",
                "billing": "usage",
                "unit": "other_usage",
                "price": "$0.025 / credit",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "usage",
            "unit": "per_minute",
            "count": 11,
            "offers": [
              {
                "provider": "botverse",
                "tier": "individual",
                "billing": "usage",
                "unit": "per_minute",
                "price": "~$0.05/min",
                "monthly_usd": null
              },
              {
                "provider": "horizonindustry_fastdrop",
                "tier": "individual",
                "billing": "usage",
                "unit": "per_minute",
                "price": "1 credit per minute",
                "monthly_usd": null
              },
              {
                "provider": "orcadub",
                "tier": "individual",
                "billing": "usage",
                "unit": "per_minute",
                "price": "$0.60/min",
                "monthly_usd": null
              },
              {
                "provider": "orcadub",
                "tier": "individual",
                "billing": "usage",
                "unit": "per_minute",
                "price": "$0.30 /min",
                "monthly_usd": null
              },
              {
                "provider": "orcadub",
                "tier": "individual",
                "billing": "usage",
                "unit": "per_minute",
                "price": "$0.50 /min",
                "monthly_usd": null
              },
              {
                "provider": "orcadub",
                "tier": "individual",
                "billing": "usage",
                "unit": "per_minute",
                "price": "$0.10 /min",
                "monthly_usd": null
              },
              {
                "provider": "orcadub",
                "tier": "individual",
                "billing": "usage",
                "unit": "per_minute",
                "price": "$0.10 /min",
                "monthly_usd": null
              },
              {
                "provider": "screenci",
                "tier": "pro",
                "billing": "usage",
                "unit": "per_minute",
                "price": "+€0.29 / min",
                "monthly_usd": null
              },
              {
                "provider": "screenci",
                "tier": "pro",
                "billing": "usage",
                "unit": "per_minute",
                "price": "+€0.14 / min",
                "monthly_usd": null
              },
              {
                "provider": "screenci",
                "tier": "team_sme",
                "billing": "usage",
                "unit": "per_minute",
                "price": "+€0.19 / min",
                "monthly_usd": null
              },
              {
                "provider": "screenci",
                "tier": "team_sme",
                "billing": "usage",
                "unit": "per_minute",
                "price": "+€0.09 / min",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "unspecified_period",
            "unit": "flat",
            "count": 13,
            "offers": [
              {
                "provider": "bingeable",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "captions",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom pricing",
                "monthly_usd": null
              },
              {
                "provider": "cinlink",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "cueframe",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact sales",
                "monthly_usd": null
              },
              {
                "provider": "cutpro",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact sales",
                "monthly_usd": null
              },
              {
                "provider": "editclips",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact Us",
                "monthly_usd": null
              },
              {
                "provider": "kinescope_mcp",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "reap_mcp_server",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "rodeo",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "screenci",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "vibrantsnap",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "video",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "wideframe",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              }
            ]
          }
        ],
        "coverage": {
          "priced_providers": 58,
          "normalized_observations": 115,
          "comparable_providers": 44,
          "strict_cohorts": 4,
          "exclusion_reasons": {
            "range": 1,
            "usage_not_monthly": 53,
            "one_time": 32,
            "promo": 3,
            "ambiguous_cadence": 13,
            "unrankable_or_unparseable": 1,
            "free_or_zero": 1
          }
        }
      }
    },
    "quoteOnlyProvidersByTier": {
      "individual": 0,
      "pro": 0,
      "team_sme": 0,
      "enterprise": 14
    },
    "billingMix": {
      "contact_sales": 1,
      "free": 5,
      "usage": 10,
      "subscription": 15,
      "freemium": 32,
      "one-time": 2
    },
    "freeTierShare": 0.57,
    "medianLowestUsd": 17.13
  },
  "movement": {
    "niche": "video-editing-automation",
    "sector": "media-entertainment",
    "pricedNow": 41,
    "pairs": 37,
    "repriced": [
      {
        "handle": "ai_video_editor",
        "from": 9.9,
        "to": 24.9,
        "pct": 151.5
      },
      {
        "handle": "cuebuddy",
        "from": 2.5,
        "to": 4.17,
        "pct": 66.8
      },
      {
        "handle": "video",
        "from": 9.99,
        "to": 14,
        "pct": 40.1
      },
      {
        "handle": "kinopipe",
        "from": 9,
        "to": 12,
        "pct": 33.3
      },
      {
        "handle": "lumiclip",
        "from": 8.95,
        "to": 11.17,
        "pct": 24.8
      },
      {
        "handle": "bingeable",
        "from": 49,
        "to": 39,
        "pct": -20.4
      },
      {
        "handle": "cutpro",
        "from": 9.97,
        "to": 9.95,
        "pct": -0.2
      },
      {
        "handle": "ssemble_mcp_server",
        "from": 14.56,
        "to": 14.53,
        "pct": -0.2
      },
      {
        "handle": "screenci",
        "from": 110.87,
        "to": 110.69,
        "pct": -0.2
      },
      {
        "handle": "blitzreels",
        "from": 32.48,
        "to": 32.42,
        "pct": -0.2
      },
      {
        "handle": "katto_mcp",
        "from": 9.97,
        "to": 9.95,
        "pct": -0.2
      },
      {
        "handle": "kinescope_mcp",
        "from": 11.2,
        "to": 11.18,
        "pct": -0.2
      }
    ],
    "newlyPriced": [
      "editclips",
      "clipember",
      "info_d51f"
    ],
    "droppedFromPriced": [
      "the_scribble_thing",
      "kleo",
      "treza",
      "botverse",
      "cueframe",
      "onetake_ai",
      "premierecopilot"
    ],
    "likeForLikePct": 5.7,
    "kind": "mixed",
    "narrative": "Repricing + composition: 12 agents repriced — 5 up, 7 down; 3 newly published pricing; 7 stopped showing a public price."
  },
  "index_series": {
    "series": [
      {
        "day": "2026-09-16",
        "index": 100.273,
        "pairs": 71,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-17",
        "index": 100.273,
        "pairs": 71,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-18",
        "index": 100.273,
        "pairs": 74,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-19",
        "index": 100.273,
        "pairs": 72,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-20",
        "index": 100.273,
        "pairs": 72,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-21",
        "index": 100.273,
        "pairs": 77,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-22",
        "index": 100.273,
        "pairs": 79,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-23",
        "index": 100.273,
        "pairs": 79,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-24",
        "index": 100.273,
        "pairs": 75,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-25",
        "index": 100.273,
        "pairs": 75,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-26",
        "index": 100.273,
        "pairs": 79,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-27",
        "index": 100.273,
        "pairs": 74,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-28",
        "index": 100.273,
        "pairs": 76,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-29",
        "index": 100.273,
        "pairs": 70,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-30",
        "index": 100.273,
        "pairs": 70,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-01",
        "index": 100.273,
        "pairs": 72,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-02",
        "index": 100.273,
        "pairs": 70,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-03",
        "index": 100.273,
        "pairs": 68,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-04",
        "index": 100.273,
        "pairs": 68,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-05",
        "index": 100.273,
        "pairs": 63,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-06",
        "index": 99.747,
        "pairs": 66,
        "dayChangePct": -0.52
      },
      {
        "day": "2026-10-07",
        "index": 99.747,
        "pairs": 67,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-08",
        "index": 99.747,
        "pairs": 71,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-09",
        "index": 99.747,
        "pairs": 70,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-10",
        "index": 99.747,
        "pairs": 73,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-11",
        "index": 99.747,
        "pairs": 75,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-12",
        "index": 99.747,
        "pairs": 73,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-13",
        "index": 99.747,
        "pairs": 83,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-14",
        "index": 99.747,
        "pairs": 82,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-15",
        "index": 99.747,
        "pairs": 82,
        "dayChangePct": 0
      }
    ],
    "latest": 99.747,
    "day_change_pct": 0,
    "methodology": "Chained daily price index, base 100 on the first priced scan day (29 Jun 2026). The overall index is the COMPOSITE of the four buyer-tier indices (individual / pro / team&sme / enterprise): each day it moves by the equal-weighted average of the tiers' moves. Each tier index is like-for-like — only agents priced on both consecutive scan days (per-agent ratios, geometric mean, clipped to [0.2, 5]) — so composition changes (agents revealing or hiding prices) can never move it."
  },
  "top_agents": [
    {
      "agent_id": "autocaption",
      "name": "Autocaption",
      "url": "https://autocaption.io/",
      "short_summary": "automatically generates stylish captions, animated emojis, and ready-to-post videos for vertical video platforms",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Unnamed plan",
            "monthly_native": 18,
            "monthly_usd": 18,
            "commitment": "monthly",
            "basis": "$18/month",
            "billing_verified": true
          },
          "annual_option": {
            "line": "Unnamed plan (annual billing)",
            "monthly_equivalent_native": 18,
            "total_native": 216
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Unnamed plan",
              "price": "$18 /mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Unnamed plan (annual billing)",
              "price": "$216/year billed annually",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Unnamed plan",
              "price": "$25 /mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Unnamed plan (annual billing)",
              "price": "$300/year billed annually",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Unnamed plan",
              "price": "$39 /mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Unnamed plan (annual billing)",
              "price": "$468/year billed annually",
              "kind": "base_subscription",
              "billed": "annually"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 18,
        "monthly_usd": 18,
        "headline": "From $18/mo; $18/mo equivalent billed annually",
        "summary": "From $18/mo; $18/mo equivalent billed annually. AutoCaption publicly lists three subscription price points starting at $18 per month, with corresponding annual totals of $216, $300, and $468."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "botverse",
      "name": "botverse",
      "url": "https://botverse.cloud",
      "short_summary": "provides cloud services for AI agents including video transcoding, document conversion, and multi-step pipeline execution",
      "price": {
        "commercial": {
          "rates": [
            {
              "line": "Pay as you go",
              "per": "per job",
              "text": "$0.25 per job"
            },
            {
              "line": "Transcode",
              "per": "per job",
              "text": "$0.25 per job"
            },
            {
              "line": "Convert",
              "per": "per file",
              "text": "$0.05 per file"
            },
            {
              "line": "Conform",
              "per": "per job",
              "text": "$0.3 per job"
            },
            {
              "line": "Transcribe",
              "per": "per min",
              "text": "$0.05 per min"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "Pay as you go",
              "price": "$0.25/job",
              "kind": "usage_rate",
              "unit": "job",
              "billed": "usage"
            },
            {
              "name": "Pack S",
              "price": "$20",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "Pack M",
              "price": "$50",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "Pack L",
              "price": "$100",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "Transcode",
              "price": "$0.25/job",
              "kind": "usage_rate",
              "unit": "job",
              "billed": "usage"
            },
            {
              "name": "Convert",
              "price": "$0.05/file",
              "kind": "usage_rate",
              "unit": "file",
              "billed": "usage"
            },
            {
              "name": "Conform",
              "price": "$0.30/job",
              "kind": "usage_rate",
              "unit": "job",
              "billed": "usage"
            },
            {
              "name": "Transcribe",
              "price": "~$0.05/min",
              "kind": "usage_rate",
              "unit": "min",
              "billed": "usage"
            }
          ]
        },
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "One-time packages from $20; $0.25 per job; $0.05 per file (usage-based)",
        "summary": "One-time packages from $20; $0.25 per job; $0.05 per file (usage-based). Botverse uses a USD prepaid wallet with a $5 minimum top-up and usage-based charges rather than monthly subscriptions."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "compeller",
      "name": "Compeller",
      "url": "https://compeller.ai",
      "short_summary": "generates audio-reactive visuals from music tracks and performs them live through real-time show engine",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Starter",
            "monthly_native": 12,
            "monthly_usd": 12,
            "commitment": "monthly",
            "basis": "$12/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free Plan",
              "price": "$0.00/month",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Flexible",
              "price": "$0.00/month",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Starter",
              "price": "$12.00/month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$29.00/month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Enterprise",
              "price": "$199.00/month",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 12,
        "monthly_usd": 12,
        "headline": "Free plan; paid from $12/mo",
        "summary": "Free plan; paid from $12/mo. Compeller offers a permanent free tier, a $0 monthly pay-as-you-go option, and paid plans from $12 to $199 per month with included rendering minutes and additional per-minute charges."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "cutpro",
      "name": "CutPro MCP",
      "url": "https://cut.pro",
      "short_summary": "AI video clipping - analyzes long videos to automatically extract viral moments and create short vertical clips with captions",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Starter",
            "monthly_native": 8.9,
            "monthly_usd": 9.96,
            "commitment": "monthly",
            "basis": "€8.9/month",
            "billing_verified": true
          },
          "currency": "EUR",
          "notes": [
            "prices in EUR as published; USD figures are conversions at 2026-10-14"
          ],
          "lines": [
            {
              "name": "Starter",
              "price": "€8.90/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Plus",
              "price": "€17.90/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "€26.90/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Business",
              "price": "Contact sales",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 9.96,
        "monthly_usd": 9.96,
        "headline": "From €8.9/mo",
        "summary": "From €8.9/mo. Cut.pro offers three public monthly plans from €8.90/mo to €26.90/mo, plus a Business plan with annual-contract pricing available through sales."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "github_godzilla675clipjscopilo",
      "name": "Github Godzilla675clipjscopilo",
      "url": "https://github.com/Godzilla675/clip-js-copilot",
      "short_summary": "AI-powered video editing — chat with an AI assistant to edit videos, find assets, and analyze content",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing is shown for this open-source GitHub repository."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "lumiclip",
      "name": "lumiclip",
      "url": "https://lumiclip.ai",
      "short_summary": "turns long videos into viral short clips with AI-powered clip detection, auto-captions, and vertical reframing",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Starter",
            "monthly_native": 9.99,
            "monthly_usd": 11.18,
            "commitment": "monthly",
            "basis": "€9.99/month",
            "billing_verified": true
          },
          "annual_option": {
            "line": "Starter (annual billing)",
            "monthly_equivalent_native": 5,
            "total_native": 60
          },
          "currency": "EUR",
          "notes": [
            "other prices: Try-Out €7.99 one-time (one-time)",
            "prices in EUR as published; USD figures are conversions at 2026-10-14"
          ],
          "lines": [
            {
              "name": "Try-Out",
              "price": "€7.99 one-time",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "Starter",
              "price": "€9.99/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Starter (annual billing)",
              "price": "€5/mo billed annually",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Pro",
              "price": "€24.99/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Pro (annual billing)",
              "price": "€12.49/mo billed annually",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Free",
              "price": "€0",
              "kind": "free",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 11.18,
        "monthly_usd": 11.18,
        "headline": "Free plan; paid from €9.99/mo; €5/mo equivalent billed annually",
        "summary": "Free plan; paid from €9.99/mo; €5/mo equivalent billed annually. LumiClip offers a free tier, a €7.99 one-time plan, and monthly subscriptions starting at €9.99 or €5/month when billed annually."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "poof_mcp",
      "name": "Poof: Fast Image & Video Background Removal",
      "url": "https://poof.bg",
      "short_summary": "removes backgrounds from images and videos",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Pro",
            "monthly_native": 9,
            "monthly_usd": 9,
            "commitment": "monthly",
            "basis": "$9/month",
            "billing_verified": true
          },
          "rates": [
            {
              "line": "Volume image processing",
              "per": "per image",
              "text": "$0 per image"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "Free",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$9 /mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Mega",
              "price": "$29 /mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Ultra",
              "price": "$99 /mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Giga",
              "price": "$299 /mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Volume image processing",
              "price": "$0.002 per image",
              "kind": "usage_rate",
              "unit": "image",
              "billed": "usage"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 9,
        "monthly_usd": 9,
        "headline": "Free plan; paid from $9/mo",
        "summary": "Free plan; paid from $9/mo. Poof offers a free tier with 100 credits per month and paid monthly plans from $9/mo to $299/mo, plus usage-based volume pricing and credit top-ups."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "rodeo",
      "name": "OpenAI Frontier Platform",
      "url": "https://twelvelabs.io",
      "short_summary": "analyzes and indexes video to make it searchable and to generate insights, highlights, compliance scanning, and reasoning over video content",
      "price": {
        "commercial": {
          "rates": [
            {
              "line": "Developer — Video indexing",
              "per": "per hour",
              "text": "$2.5 per hour"
            },
            {
              "line": "Developer — Embedding Infra",
              "per": "per hour",
              "text": "$0.09 per hour"
            },
            {
              "line": "Developer — Search API",
              "per": "per 1000 querie",
              "text": "$4 per 1000 querie"
            },
            {
              "line": "Developer — Embed API, video",
              "per": "per 1m token",
              "text": "$0.26 per 1m token"
            },
            {
              "line": "Developer — Embed API, audio",
              "per": "per 1m token",
              "text": "$0.07 per 1m token"
            },
            {
              "line": "Developer — Embed API, image",
              "per": "per 1m token",
              "text": "$0.08 per 1m token"
            },
            {
              "line": "Developer — Embed API, text",
              "per": "per 1m token",
              "text": "$0.2 per 1m token"
            },
            {
              "line": "Developer — Embed API, document",
              "per": "per 1m token",
              "text": "$0.16 per 1m token"
            },
            {
              "line": "Developer — Analyze API, input video",
              "per": "per hour",
              "text": "$1.75 per hour"
            },
            {
              "line": "Developer — Analyze API, input image",
              "per": "per 1m token",
              "text": "$3 per 1m token"
            },
            {
              "line": "Developer — Analyze API, output tokens",
              "per": "per 1m token",
              "text": "$7.5 per 1m token"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "Free",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Developer — Video indexing",
              "price": "$2.50 / hour",
              "kind": "usage_rate",
              "unit": "hour",
              "billed": "usage"
            },
            {
              "name": "Developer — Embedding Infra",
              "price": "$0.09 / hour",
              "kind": "usage_rate",
              "unit": "hour",
              "billed": "usage"
            },
            {
              "name": "Developer — Search API",
              "price": "$4 / 1000 queries",
              "kind": "usage_rate",
              "unit": "1000 querie",
              "billed": "usage"
            },
            {
              "name": "Developer — Embed API, video",
              "price": "$0.260 / 1M tokens",
              "kind": "usage_rate",
              "unit": "1m token",
              "billed": "usage"
            },
            {
              "name": "Developer — Embed API, audio",
              "price": "$0.065 / 1M tokens",
              "kind": "usage_rate",
              "unit": "1m token",
              "billed": "usage"
            },
            {
              "name": "Developer — Embed API, image",
              "price": "$0.080 / 1M tokens",
              "kind": "usage_rate",
              "unit": "1m token",
              "billed": "usage"
            },
            {
              "name": "Developer — Embed API, text",
              "price": "$0.200 / 1M tokens",
              "kind": "usage_rate",
              "unit": "1m token",
              "billed": "usage"
            },
            {
              "name": "Developer — Embed API, document",
              "price": "$0.162 / 1M tokens",
              "kind": "usage_rate",
              "unit": "1m token",
              "billed": "usage"
            },
            {
              "name": "Developer — Analyze API, input video",
              "price": "$1.75 / hour",
              "kind": "usage_rate",
              "unit": "hour",
              "billed": "usage"
            },
            {
              "name": "Developer — Analyze API, input image",
              "price": "$3 / 1M tokens",
              "kind": "usage_rate",
              "unit": "1m token",
              "billed": "usage"
            },
            {
              "name": "Developer — Analyze API, output tokens",
              "price": "$7.5 / 1M tokens",
              "kind": "usage_rate",
              "unit": "1m token",
              "billed": "usage"
            },
            {
              "name": "Enterprise",
              "price": "Custom",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "$2.5 per hour; $0.09 per hour (usage-based)",
        "summary": "$2.5 per hour; $0.09 per hour (usage-based). TwelveLabs offers a free tier, pay-as-you-go developer usage rates, and custom enterprise committed-use contracts."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "studio",
      "name": "studio",
      "url": "https://poppify.ai",
      "short_summary": "Creates social media content including strategy, captions, videos with voiceover and music, and publishes to multiple platforms",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "White glove",
            "monthly_native": 1500,
            "monthly_usd": 1500,
            "commitment": "monthly",
            "basis": "$1,500/month",
            "billing_verified": true
          },
          "rates": [
            {
              "line": "Do it yourself",
              "per": "per unit",
              "text": "$5.99 per unit"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "Do it yourself",
              "price": "$5.99 for 100 seeds",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "White glove",
              "price": "From $1,500 / month",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": 1500,
        "monthly_usd": 1500,
        "headline": "From $1,500/mo",
        "summary": "From $1,500/mo. Poppify offers pay-as-you-go reel generation at $5.99 per 100 seeds, plus a managed service starting at $1,500 per month."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "transloadit_mcp_server",
      "name": "Transloadit MCP Server",
      "url": "https://transloadit.com/docs/topics/ai-agents/",
      "short_summary": "provides AI agents runtime tool access to process media files (upload, encode, transform video, images, documents, and audio via Transloadit Robots)",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Lite",
            "monthly_native": 29,
            "monthly_usd": 29,
            "commitment": "monthly",
            "basis": "$29/month",
            "billing_verified": false,
            "billing_note": "the pricing page has a \"month Billed annually save 22%\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
          },
          "currency": "USD",
          "notes": [
            "billing period unverified: the pricing page has a \"month Billed annually save 22%\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
          ],
          "lines": [
            {
              "name": "Community",
              "price": "Free",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Lite",
              "price": "$29 / month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$69 / month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Enterprise",
              "price": "Custom",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 29,
        "monthly_usd": 29,
        "headline": "Free plan; paid from $29/mo (billing period unverified: page has a Monthly/Annual toggle)",
        "summary": "Free plan; paid from $29/mo (billing period unverified: page has a Monthly/Annual toggle). Transloadit offers a free Community tier, paid Lite and Pro subscriptions, and custom Enterprise pricing, with usage overage charges on the paid self-service plans."
      },
      "evidence_quality": "high",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "podcastle",
      "name": "Podcastle",
      "url": "https://podcastle.ai/",
      "short_summary": "creates and edits video and audio content (recording, editing, dubbing, subtitles, clips, voice cloning, text-to-speech)",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Essentials",
            "monthly_native": 11.99,
            "monthly_usd": 13.42,
            "commitment": "monthly",
            "basis": "€11.99/month",
            "billing_verified": false,
            "billing_note": "the pricing page has a \"Monthly Yearly 40% OFF\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
          },
          "currency": "EUR",
          "notes": [
            "prices in EUR as published; USD figures are conversions at 2026-10-14",
            "billing period unverified: the pricing page has a \"Monthly Yearly 40% OFF\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
          ],
          "lines": [
            {
              "name": "Essentials",
              "price": "€11.99/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "€23.99/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Teams",
              "price": "€49.99/mo per creator",
              "kind": "base_subscription",
              "unit": "creator",
              "billed": "monthly"
            },
            {
              "name": "Business",
              "price": "Custom",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 13.42,
        "monthly_usd": 13.42,
        "headline": "From €11.99/mo (billing period unverified: page has a Monthly/Annual toggle)",
        "summary": "From €11.99/mo (billing period unverified: page has a Monthly/Annual toggle). Async offers three publicly priced creator subscriptions at €11.99, €23.99, and €49.99 per month per creator, plus custom Business pricing."
      },
      "home_niche": "podcast-production-automation",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/video-editing-automation",
  "summary": {
    "niche": "video-editing-automation",
    "sector": "media-entertainment",
    "pricing_by_provider_type": {
      "headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: MCP servers · Individual median $15/mo (19 providers). See benchmarks_by_provider_type_and_tier for the full matrix.",
      "benchmarks": [
        {
          "provider_type": "mcp",
          "provider_type_label": "MCP servers",
          "buyer_tier": "individual",
          "buyer_tier_label": "Individual",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 19,
          "reliability": "high",
          "median": 14.82,
          "p25": 10.77,
          "p75": 22.25,
          "status": "ok"
        },
        {
          "provider_type": "mcp",
          "provider_type_label": "MCP servers",
          "buyer_tier": "pro",
          "buyer_tier_label": "Pro",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 17,
          "reliability": "high",
          "median": 29,
          "p25": 25.54,
          "p75": 54,
          "status": "ok"
        },
        {
          "provider_type": "mcp",
          "provider_type_label": "MCP servers",
          "buyer_tier": "team_sme",
          "buyer_tier_label": "Team / SME",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 14,
          "reliability": "high",
          "median": 65.02,
          "p25": 39.5,
          "p75": 187.25,
          "status": "ok"
        },
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "buyer_tier": "individual",
          "buyer_tier_label": "Individual",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 13,
          "reliability": "high",
          "median": 23.25,
          "p25": 14.99,
          "p75": 29,
          "status": "ok"
        },
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "buyer_tier": "pro",
          "buyer_tier_label": "Pro",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 12,
          "reliability": "high",
          "median": 55,
          "p25": 41.43,
          "p75": 90.65,
          "status": "ok"
        },
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "buyer_tier": "team_sme",
          "buyer_tier_label": "Team / SME",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 9,
          "reliability": "medium",
          "median": 149,
          "p25": 59,
          "p75": 255.36,
          "status": "ok"
        },
        {
          "provider_type": "mcp",
          "provider_type_label": "MCP servers",
          "buyer_tier": "enterprise",
          "buyer_tier_label": "Enterprise",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 2,
          "reliability": "low",
          "median": null,
          "p25": null,
          "p75": null,
          "status": "observed_offers_only",
          "observed_offers": [
            199,
            1500
          ]
        }
      ],
      "warnings": [],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "video-editing-automation"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/video-editing-automation",
    "counts": {
      "listings_with_price_capture": 99,
      "listings_with_observed_public_price": 65,
      "providers_with_numeric_monthly_price_latest_scan": 41,
      "like_for_like_comparable_pairs": 37
    },
    "movement": {
      "d": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "w": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "m": {
        "published": true,
        "value_pct": -1.6,
        "driver": "clipgenie's \"Business\" $40→$20 (-50%)"
      }
    },
    "pricing_version": "cohorts-1",
    "pricing_status": "ok",
    "pricing_by_tier": [
      {
        "tier": "individual",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 18.5,
        "provider_count": 32,
        "plan_observation_count": 40,
        "data_confidence": 1,
        "data_confidence_basis": {
          "provider_component": 1,
          "observation_component": 1,
          "provider_count": 32,
          "plan_observation_count": 40
        },
        "reliability": "high",
        "members": [
          {
            "provider": "clipember",
            "usd": 4.5
          },
          {
            "provider": "editclips",
            "usd": 5.99
          },
          {
            "provider": "cuebuddy",
            "usd": 7.33
          },
          {
            "provider": "opuscut",
            "usd": 8.25
          },
          {
            "provider": "everpop",
            "usd": 9
          },
          {
            "provider": "2short_ai",
            "usd": 9.9
          },
          {
            "provider": "agentic_ai_video_qa",
            "usd": 10
          },
          {
            "provider": "cutpro",
            "usd": 10.15
          },
          {
            "provider": "lumiclip",
            "usd": 11.39
          },
          {
            "provider": "kinescope_mcp",
            "usd": 11.4
          },
          {
            "provider": "compeller",
            "usd": 12
          },
          {
            "provider": "katto_mcp",
            "usd": 13.57
          },
          {
            "provider": "info_d51f",
            "usd": 14.82
          },
          {
            "provider": "remove_video_bg",
            "usd": 14.99
          },
          {
            "provider": "reap_mcp_server",
            "usd": 17
          },
          {
            "provider": "autocaption",
            "usd": 18
          },
          {
            "provider": "vidmoat",
            "usd": 19
          },
          {
            "provider": "cinlink",
            "usd": 19
          },
          {
            "provider": "mographr",
            "usd": 20
          },
          {
            "provider": "kinopipe",
            "usd": 20.5
          },
          {
            "provider": "wisecut",
            "usd": 23.25
          },
          {
            "provider": "bitterclip",
            "usd": 24
          },
          {
            "provider": "ai_video_editor",
            "usd": 24.9
          },
          {
            "provider": "clipgenie",
            "usd": 25
          },
          {
            "provider": "transloadit_mcp_server",
            "usd": 29
          },
          {
            "provider": "vizard_ai",
            "usd": 29
          },
          {
            "provider": "blitzreels",
            "usd": 33.06
          },
          {
            "provider": "mcp_shotstack",
            "usd": 39
          },
          {
            "provider": "nextcut",
            "usd": 39
          },
          {
            "provider": "bingeable",
            "usd": 39
          },
          {
            "provider": "cardboard",
            "usd": 40
          },
          {
            "provider": "wideframe",
            "usd": 100
          }
        ],
        "p25": 11.08,
        "p75": 26
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 41.9,
        "provider_count": 29,
        "plan_observation_count": 42,
        "data_confidence": 1,
        "data_confidence_basis": {
          "provider_component": 1,
          "observation_component": 1,
          "provider_count": 29,
          "plan_observation_count": 42
        },
        "reliability": "high",
        "members": [
          {
            "provider": "tiktok_mcp",
            "usd": 7.49
          },
          {
            "provider": "clipember",
            "usd": 14.5
          },
          {
            "provider": "editclips",
            "usd": 14.99
          },
          {
            "provider": "opuscut",
            "usd": 24.08
          },
          {
            "provider": "cutpro",
            "usd": 25.54
          },
          {
            "provider": "video",
            "usd": 28
          },
          {
            "provider": "lumiclip",
            "usd": 28.49
          },
          {
            "provider": "poof_mcp",
            "usd": 29
          },
          {
            "provider": "compeller",
            "usd": 29
          },
          {
            "provider": "ssemble_mcp_server",
            "usd": 29.64
          },
          {
            "provider": "info_d51f",
            "usd": 29.64
          },
          {
            "provider": "autocaption",
            "usd": 32
          },
          {
            "provider": "2short_ai",
            "usd": 34.9
          },
          {
            "provider": "vibrantsnap",
            "usd": 40
          },
          {
            "provider": "ai_video_editor",
            "usd": 41.9
          },
          {
            "provider": "captions",
            "usd": 47.49
          },
          {
            "provider": "everpop",
            "usd": 49
          },
          {
            "provider": "chatcut",
            "usd": 50
          },
          {
            "provider": "transloadit_mcp_server",
            "usd": 54
          },
          {
            "provider": "agentic_ai_video_qa",
            "usd": 60
          },
          {
            "provider": "remove_video_bg",
            "usd": 66.99
          },
          {
            "provider": "wisecut",
            "usd": 83.25
          },
          {
            "provider": "mcp_shotstack",
            "usd": 99
          },
          {
            "provider": "bitterclip",
            "usd": 99
          },
          {
            "provider": "kinopipe",
            "usd": 99
          },
          {
            "provider": "screenci",
            "usd": 112.86
          },
          {
            "provider": "clipgenie",
            "usd": 125
          },
          {
            "provider": "nextcut",
            "usd": 149
          },
          {
            "provider": "cardboard",
            "usd": 250
          }
        ],
        "p25": 29,
        "p75": 83.25
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 118.56,
        "provider_count": 23,
        "plan_observation_count": 28,
        "data_confidence": 1,
        "data_confidence_basis": {
          "provider_component": 1,
          "observation_component": 1,
          "provider_count": 23,
          "plan_observation_count": 28
        },
        "reliability": "high",
        "members": [
          {
            "provider": "video",
            "usd": 14
          },
          {
            "provider": "clipgenie",
            "usd": 20
          },
          {
            "provider": "tiktok_mcp",
            "usd": 24
          },
          {
            "provider": "editclips",
            "usd": 39
          },
          {
            "provider": "vizard_ai",
            "usd": 39
          },
          {
            "provider": "reap_mcp_server",
            "usd": 39.5
          },
          {
            "provider": "clipember",
            "usd": 39.5
          },
          {
            "provider": "vidmoat",
            "usd": 49
          },
          {
            "provider": "cinlink",
            "usd": 59
          },
          {
            "provider": "ssemble_mcp_server",
            "usd": 59.28
          },
          {
            "provider": "opuscut",
            "usd": 70.75
          },
          {
            "provider": "blitzreels",
            "usd": 118.56
          },
          {
            "provider": "vibrantsnap",
            "usd": 129
          },
          {
            "provider": "everpop",
            "usd": 149
          },
          {
            "provider": "bingeable",
            "usd": 149
          },
          {
            "provider": "chatcut",
            "usd": 150
          },
          {
            "provider": "mographr",
            "usd": 200
          },
          {
            "provider": "onetake_ai",
            "usd": 255.36
          },
          {
            "provider": "screenci",
            "usd": 283.86
          },
          {
            "provider": "poof_mcp",
            "usd": 299
          },
          {
            "provider": "mcp_shotstack",
            "usd": 349
          },
          {
            "provider": "nextcut",
            "usd": 399
          },
          {
            "provider": "descript_api",
            "usd": 499
          }
        ],
        "p25": 39.5,
        "p75": 227.68
      },
      {
        "tier": "enterprise",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 849.5,
        "provider_count": 2,
        "plan_observation_count": 2,
        "data_confidence": 0.15,
        "data_confidence_basis": {
          "provider_component": 0.17,
          "observation_component": 0.1,
          "provider_count": 2,
          "plan_observation_count": 2
        },
        "reliability": "low",
        "members": [
          {
            "provider": "compeller",
            "usd": 199
          },
          {
            "provider": "studio",
            "usd": 1500
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 99,
      "listings_with_observed_public_price": 65,
      "normalized_observations": 115,
      "comparable_providers": 44,
      "strict_cohorts": 4,
      "exclusion_reasons": {
        "range": 1,
        "usage_not_monthly": 53,
        "one_time": 32,
        "promo": 3,
        "ambiguous_cadence": 13,
        "unrankable_or_unparseable": 1,
        "free_or_zero": 1
      }
    },
    "pricing_note": "Provider-deduped, FX-normalized monthly medians, separated by buyer tier AND billing unit (flat/per_seat/per_user/per_agent) — incompatible units are never blended. Ranges (p25/p75) only at >=5 providers; data_confidence is provider-count-weighted. Usage-metered, promo, range, one-time and ambiguous-cadence plans are excluded.",
    "pricing_excluded_observations": {
      "range": 1,
      "usage_not_monthly": 53,
      "one_time": 32,
      "promo": 3,
      "ambiguous_cadence": 13,
      "unrankable_or_unparseable": 1,
      "free_or_zero": 1
    },
    "billing_mix": {
      "contact_sales": 1,
      "free": 5,
      "usage": 10,
      "subscription": 15,
      "freemium": 32,
      "one-time": 2
    },
    "free_tier_share": 0.57,
    "top_providers": [
      {
        "agent_id": "autocaption",
        "name": "Autocaption",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Unnamed plan",
              "monthly_native": 18,
              "monthly_usd": 18,
              "commitment": "monthly",
              "basis": "$18/month",
              "billing_verified": true
            },
            "annual_option": {
              "line": "Unnamed plan (annual billing)",
              "monthly_equivalent_native": 18,
              "total_native": 216
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Unnamed plan",
                "price": "$18 /mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Unnamed plan (annual billing)",
                "price": "$216/year billed annually",
                "kind": "base_subscription",
                "billed": "annually"
              },
              {
                "name": "Unnamed plan",
                "price": "$25 /mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Unnamed plan (annual billing)",
                "price": "$300/year billed annually",
                "kind": "base_subscription",
                "billed": "annually"
              },
              {
                "name": "Unnamed plan",
                "price": "$39 /mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Unnamed plan (annual billing)",
                "price": "$468/year billed annually",
                "kind": "base_subscription",
                "billed": "annually"
              }
            ]
          },
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 18,
          "monthly_usd": 18,
          "headline": "From $18/mo; $18/mo equivalent billed annually",
          "summary": "From $18/mo; $18/mo equivalent billed annually. AutoCaption publicly lists three subscription price points starting at $18 per month, with corresponding annual totals of $216, $300, and $468."
        },
        "observed": true
      },
      {
        "agent_id": "botverse",
        "name": "botverse",
        "price": {
          "commercial": {
            "rates": [
              {
                "line": "Pay as you go",
                "per": "per job",
                "text": "$0.25 per job"
              },
              {
                "line": "Transcode",
                "per": "per job",
                "text": "$0.25 per job"
              },
              {
                "line": "Convert",
                "per": "per file",
                "text": "$0.05 per file"
              },
              {
                "line": "Conform",
                "per": "per job",
                "text": "$0.3 per job"
              },
              {
                "line": "Transcribe",
                "per": "per min",
                "text": "$0.05 per min"
              }
            ],
            "currency": "USD",
            "lines": [
              {
                "name": "Pay as you go",
                "price": "$0.25/job",
                "kind": "usage_rate",
                "unit": "job",
                "billed": "usage"
              },
              {
                "name": "Pack S",
                "price": "$20",
                "kind": "one_off",
                "billed": "one_off"
              },
              {
                "name": "Pack M",
                "price": "$50",
                "kind": "one_off",
                "billed": "one_off"
              },
              {
                "name": "Pack L",
                "price": "$100",
                "kind": "one_off",
                "billed": "one_off"
              },
              {
                "name": "Transcode",
                "price": "$0.25/job",
                "kind": "usage_rate",
                "unit": "job",
                "billed": "usage"
              },
              {
                "name": "Convert",
                "price": "$0.05/file",
                "kind": "usage_rate",
                "unit": "file",
                "billed": "usage"
              },
              {
                "name": "Conform",
                "price": "$0.30/job",
                "kind": "usage_rate",
                "unit": "job",
                "billed": "usage"
              },
              {
                "name": "Transcribe",
                "price": "~$0.05/min",
                "kind": "usage_rate",
                "unit": "min",
                "billed": "usage"
              }
            ]
          },
          "observed": true,
          "billing": "usage",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "One-time packages from $20; $0.25 per job; $0.05 per file (usage-based)",
          "summary": "One-time packages from $20; $0.25 per job; $0.05 per file (usage-based). Botverse uses a USD prepaid wallet with a $5 minimum top-up and usage-based charges rather than monthly subscriptions."
        },
        "observed": true
      },
      {
        "agent_id": "compeller",
        "name": "Compeller",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Starter",
              "monthly_native": 12,
              "monthly_usd": 12,
              "commitment": "monthly",
              "basis": "$12/month",
              "billing_verified": true
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Free Plan",
                "price": "$0.00/month",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Flexible",
                "price": "$0.00/month",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Starter",
                "price": "$12.00/month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Pro",
                "price": "$29.00/month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Enterprise",
                "price": "$199.00/month",
                "kind": "base_subscription",
                "billed": "monthly"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 12,
          "monthly_usd": 12,
          "headline": "Free plan; paid from $12/mo",
          "summary": "Free plan; paid from $12/mo. Compeller offers a permanent free tier, a $0 monthly pay-as-you-go option, and paid plans from $12 to $199 per month with included rendering minutes and additional per-minute charges."
        },
        "observed": true
      },
      {
        "agent_id": "cutpro",
        "name": "CutPro MCP",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Starter",
              "monthly_native": 8.9,
              "monthly_usd": 9.96,
              "commitment": "monthly",
              "basis": "€8.9/month",
              "billing_verified": true
            },
            "currency": "EUR",
            "notes": [
              "prices in EUR as published; USD figures are conversions at 2026-10-14"
            ],
            "lines": [
              {
                "name": "Starter",
                "price": "€8.90/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Plus",
                "price": "€17.90/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Pro",
                "price": "€26.90/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Business",
                "price": "Contact sales",
                "kind": "custom"
              }
            ]
          },
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 9.96,
          "monthly_usd": 9.96,
          "headline": "From €8.9/mo",
          "summary": "From €8.9/mo. Cut.pro offers three public monthly plans from €8.90/mo to €26.90/mo, plus a Business plan with annual-contract pricing available through sales."
        },
        "observed": true
      },
      {
        "agent_id": "github_godzilla675clipjscopilo",
        "name": "Github Godzilla675clipjscopilo",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public pricing is shown for this open-source GitHub repository."
        },
        "observed": false
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "video-editing-automation"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "video-editing-automation",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "autocaption"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "autocaption"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}
Full market

54 providers, one sortable view

Dense enough for many listings; progressive disclosure keeps mobile usable.

ProviderTypeFromVs niche medianLiveness
Autocaptionautomatically generates stylish captions, animated emojis, and ready-to-post videos for vertical video platforms
agent$18from / mo57% below88% liveagent57% below median88% live
Compellergenerates audio-reactive visuals from music tracks and performs them live through real-time show engine
mcp$12from / mo71.4% below88% livemcp71.4% below median88% live
CutPro MCPAI video clipping - analyzes long videos to automatically extract viral moments and create short vertical clips with captions
mcp$9.96from / mo76.2% below88% livemcp76.2% below median88% live
lumiclipturns long videos into viral short clips with AI-powered clip detection, auto-captions, and vertical reframing
mcp$11.18from / mo73.3% below88% livemcp73.3% below median88% live
Poof: Fast Image & Video Background Removalremoves backgrounds from images and videos
mcp$9from / mo78.5% below88% livemcp78.5% below median88% live
OpenAI Frontier Platformanalyzes and indexes video to make it searchable and to generate insights, highlights, compliance scanning, and reasoning over video content
agentFree tierpaid plans vary—88% liveagent88% live
studioCreates social media content including strategy, captions, videos with voiceover and music, and publishes to multiple platforms
mcp$1500from / mo3480% above88% livemcp3480% above median88% live
Transloadit MCP Serverprovides AI agents runtime tool access to process media files (upload, encode, transform video, images, documents, and audio via Transloadit Robots)
mcp$29from / mo30.8% below88% livemcp30.8% below median88% live
NarrateAIadds professional voiceover to silent screen recordings automatically, transcribes videos, translates content, and provides text-to-speech services
mcp$13.99from / mo66.6% below100% livemcp66.6% below median100% live
WideframeAutomates pre-editing video work: searches, organizes, indexes footage, builds rough cuts/sequences, writes briefs, and generates contextual content
agent$100from / mo138.7% above100% liveagent138.7% above median100% live
BitterclipBitterClip is a video editor and producer that your assistant runs for you. Upload footage (interviews, podcasts, coaching sessions, multi-camera shoots) and a…
mcp$24from / mo42.7% below88% livemcp42.7% below median88% live
BlitzreelsCreate, edit, reframe, caption, organize, generate, and export short-form videos with BlitzReels.
mcp$32.46from / mo22.5% below88% livemcp22.5% below median88% live
Captionsgenerates and edits video content using AI, transforming raw footage into finished videos and creating talking-head videos with custom AI avatars
agent$24.99from / mo40.4% below88% liveagent40.4% below median88% live
Cardboardedits videos from raw footage into finished cuts using AI, including finding highlights, cutting, captioning, color grading, and rendering
agent$10from / mo76.1% below88% liveagent76.1% below median88% live
ClipemberTurn long videos into captioned vertical clips and post them to TikTok, YouTube Shorts and Instagram Reels, from Claude, ChatGPT or any MCP client. - Create c…
mcp$4.50from / mo89.3% below100% livemcp89.3% below median100% live
Cuebuddyacts as a voice-following teleprompter that auto-scrolls script text in sync with the speaker's voice for recording videos, courses, speeches, or vlogs
agent$7.99from / mo80.9% below88% liveagent80.9% below median88% live
EditclipsVideo, audio, and image processing for AI agents — convert, compress, merge, resize, transcribe, remove backgrounds, upscale, and 150+ more operations via Edit…
mcp$5.99from / mo85.7% below88% livemcp85.7% below median88% live
EverpopTurn videos into published YouTube Shorts with real measured receipts. Upload a file, AI-clip the best moments, publish to your own channel (with your confirma…
mcp$7.17from / mo82.9% below88% livemcp82.9% below median88% live
Horizonindustry FastdropClassify raw video footage into editor-ready roles (Hook, A-Roll, B-Roll, Screen Recording, VO, Blooper) with confidence scores, suggested filenames, and folde…
mcpFree tierpaid plans vary—88% livemcp88% live
Info D51fVyexa MCP server turns a long horizontal video (YouTube or direct file link) into vertical 9:16 short clips with burned-in subtitles and hook titles. Tools: cr…
mcp$14.55from / mo65.3% below100% livemcp65.3% below median100% live
Katto**Katto** turns long videos, podcasts and Twitch VODs into scored, captioned **9:16 clips**, straight from your AI agent. Connect via one-click hosted OAuth (…
mcp$9.96from / mo76.2% below100% livemcp76.2% below median100% live
KinescopeKinescope MCP Server — Integrates Kinescope's video platform with AI assistants via the Model Context Protocol. Manage videos, access analytics, control live s…
mcp$11.19from / mo73.3% below100% livemcp73.3% below median100% live
KinopipeFFmpeg as a service for AI agents. KinoPipe gives agents hosted video editing over remote MCP: 39 typed tools (trim, resize, crop, compress, convert, subtitles…
mcp$12from / mo71.4% below88% livemcp71.4% below median88% live
KleoCreate human-directed narrated films and storyboard animatics from your AI assistant via MCP. Kleo supports the production workflow from treatment and storyboa…
mcpFree tierpaid plans vary—100% livemcp100% live
Showing only providers with a published price or a free plan. $29 = lowest observed monthly · Free = free to use · Free tier = free plan + paid options.