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AI Music Generation

Query this niche via MCPmarket_report({ query: "AI Music Generation", response_mode: "summary" })
active marketmarket pulse 50/100commercial money present0 new builders in 30d36 listings
basis: all observed monthly plans · commercial-form-v2
Agents · median
$20/mo
$10–$28 middle half · 9 providers · median of every priced plan point, all tiers
MCP servers · median
$14/mo
$7–$17 middle half · 5 providers · median of every priced plan point, all tiers
1.4×

Agents cost 1.4× MCPs across all tiers — median $20 vs $14. Two different markets; a blended figure would mislead either buyer.

All plans — Agents vs MCPs

each dot = one provider · log scale
Agents $20
tonesmatch · $9
Musicraft Ai · $10
freemusiccreator · $10
musicaura · $10
Craftmusic Ai · $10
musicgpt · $12
beatbun · $17
Lacuna Fm · $19
Musicraft Ai · $20
udio · $20
freemusiccreator · $28
musicaura · $28
Craftmusic Ai · $28
beatbun · $30
Lacuna Fm · $74
musicgpt · $30
Musicraft Ai · $70
MCP servers $14
boostaudio · $4
playlistable · $7
Royalty Calculator · $8
bandmixr · $14
Melody Genie · $24
Royalty Calculator · $5
Melody Genie · $17
bandmixr · $19
$5
$10
$25
$50
AgentsMCP serversshaded = middle half · line = median
What the figures on this page are. This page is Agentery's fixed-niche view of AI Music Generation (latest observation 2026-10-16T03:43:44.171Z). 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": "ai-music-generation",
  "parent_sector": "media-entertainment",
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    "slug": "ai-music-generation",
    "pricing_basis": "lowest_observed_monthly_usd",
    "provider_type_methodology": "commercial-form-v2",
    "provider_type_methodology_published_at": "2026-07-31",
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      "providers": 16
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    "recommendation_reason": "Choose the cohort according to the commercial delivery type being assessed.",
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    "game-asset-generation",
    "voice-synthesis-tts"
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          "normalized_observations": 37,
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          "strict_cohorts": 3,
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        }
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    "quoteOnlyProvidersByTier": {
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      "team_sme": 0,
      "enterprise": 0
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      "free": 2,
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    "medianLowestUsd": 10
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    "repriced": [],
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    "kind": "composition",
    "narrative": "Composition change (average moved, but no agent changed its price): 1 newly published pricing; 1 stopped showing a public price."
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        "day": "2026-09-17",
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            },
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        },
        "observed": true,
        "billing": "subscription",
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        "monthly_usd": 6.99,
        "headline": "From $6.99/mo; $4.17/mo equivalent billed annually",
        "summary": "From $6.99/mo; $4.17/mo equivalent billed annually. Playlistable offers weekly, monthly, and yearly subscriptions with a 3-day free trial, starting at $2.99 per week or $6.99 per month."
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      "evidence_quality": "high",
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    },
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      "agent_id": "royalty_calculator",
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            },
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              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Label",
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              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
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        "monthly_usd": 1.99,
        "headline": "From $1.99/mo",
        "summary": "From $1.99/mo. Velveteen offers monthly music distribution plans from $1.99 for one artist profile to $14.99 for unlimited artists and team management."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
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      "agent_id": "studiosphere_pulse",
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          ],
          "currency": "USD",
          "notes": [
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          ],
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            {
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              "unit": "unit",
              "billed": "usage"
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            {
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              "billed": "one_off"
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              "billed": "usage"
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            {
              "name": "Unspecified usage offer",
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              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
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          ]
        },
        "observed": true,
        "billing": "usage",
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        "monthly_usd": null,
        "headline": "$0.08 per unit; $0 per unit (usage-based; prepaid credit $0.24)",
        "summary": "$0.08 per unit; $0 per unit (usage-based; prepaid credit $0.24). Pulse publishes usage-based audio analysis examples at $0.08 for a 60-second BPM/key/waveform analysis, $0.24 for a three-minute suite, and $0.001 for a cached result."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "tidal",
      "name": "tidal",
      "url": "https://tidal-cli.lucaperret.ch",
      "short_summary": "Search, browse, and manage Tidal music library with AI automation including playlist creation, track discovery, and playback control",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "Open Source CLI",
              "price": "0USD",
              "kind": "free",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "Free. The tidal-cli software is offered at $0, with no public recurring billing period shown."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "bandmixr",
      "name": "Bandmixr",
      "url": "https://bandmixr.com/help/ai-assistants",
      "short_summary": "AI mixing and mastering for your own recordings. Check a song with a free 30-second mastered preview, mix your stems after confirming their labels, and change…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Creator Subscription",
            "monthly_native": 14,
            "monthly_usd": 14,
            "commitment": "monthly",
            "basis": "$14/month",
            "billing_verified": false,
            "billing_note": "the pricing page has a \"Monthly Yearly Save $48\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
          },
          "rates": [
            {
              "line": "Extra download",
              "per": "per unit",
              "text": "$5 per unit"
            }
          ],
          "currency": "USD",
          "notes": [
            "billing period unverified: the pricing page has a \"Monthly Yearly Save $48\" 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": "Free",
              "price": "$0 / month",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Creator Subscription",
              "price": "$14 / month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Pro Subscription",
              "price": "$19 / month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Extra download",
              "price": "$5 each",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 14,
        "monthly_usd": 14,
        "headline": "Free plan; paid from $14/mo (billing period unverified: page has a Monthly/Annual toggle)",
        "summary": "Free plan; paid from $14/mo (billing period unverified: page has a Monthly/Annual toggle). Bandmixr offers a permanent free plan, $14/month Creator and $19/month Pro subscriptions, plus $5 per extra download; a yearly option is shown as saving $48 but no annual rates are visible."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "boostaudio",
      "name": "boostaudio",
      "url": "https://boost.audio/mcp",
      "short_summary": "provides AI audio tools for music production including stem splitting, vocal removal, BPM & key detection, audio-to-MIDI conversion, format conversion, trimmin…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Producer",
            "monthly_native": 9.99,
            "monthly_usd": 2.56,
            "commitment": "monthly",
            "basis": "PLN 9.99 per mie/month × 1",
            "billing_verified": true
          },
          "currency": "PLN",
          "notes": [
            "prices in PLN as published; USD figures are conversions at 2026-10-16"
          ],
          "lines": [
            {
              "name": "Free",
              "price": "Darmowy",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Producer",
              "price": "9.99 PLN/mies",
              "kind": "base_subscription",
              "unit": "mie",
              "billed": "monthly"
            },
            {
              "name": "Ultimate",
              "price": "19.99 PLN/mies",
              "kind": "base_subscription",
              "unit": "mie",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 2.56,
        "monthly_usd": 2.56,
        "headline": "Free plan; paid from PLN 9.99/mo (PLN 9.99 per mie/month × 1)",
        "summary": "Free plan; paid from PLN 9.99/mo (PLN 9.99 per mie/month × 1). Boost Audio oferuje darmowy plan oraz miesięczne plany Producer za 9.99 PLN i Ultimate za 19.99 PLN, z 7-dniowym bezpłatnym okresem próbnym dla planów płatnych."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "dee_mcp",
      "name": "Dee",
      "url": "https://dee.dwland.ai",
      "short_summary": "The first music platform for AI agents. Generate mood-modulating music through MCP. Auto-registration, no token needed.",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "Hobby",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Value",
              "price": "$10",
              "kind": "unspecified_period"
            },
            {
              "name": "Power",
              "price": "$25",
              "kind": "unspecified_period"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free; Value $10 (billing period not stated)",
        "summary": "Free; Value $10 (billing period not stated). The service offers a free Hobby plan plus Value and Power plans priced at $10 and $25, with included credits and per-song rates shown."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "makesong_ai",
      "name": "Makesong Ai",
      "url": "https://aiagentstore.ai/ai-agent/makesong",
      "short_summary": "generates songs, lyrics, instrumentals, and music videos from text prompts or lyrics",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "MakeSong",
              "price": "0USD",
              "kind": "free",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "Free. MakeSong is listed with a $0 price, but no billing period or additional plan details are shown."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "melody_genie",
      "name": "Melody Genie",
      "url": "https://melodygenie.app",
      "short_summary": "Write lyrics in 100+ styles, score them, generate full songs with 4 engines, split stems. OAuth.",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "STARTER",
            "monthly_native": 7.99,
            "monthly_usd": 7.99,
            "commitment": "monthly",
            "basis": "$7.99/month",
            "billing_verified": true
          },
          "currency": "USD",
          "notes": [
            "other prices: ONE MORE SONG $5.99 (one-time)"
          ],
          "lines": [
            {
              "name": "FREE",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "STARTER",
              "price": "$ 7.99 /mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "PRO",
              "price": "$ 16.99 /mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "ELITE",
              "price": "$ 39.99 /mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "ONE MORE SONG",
              "price": "$5.99",
              "kind": "one_off",
              "billed": "one_off"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 7.99,
        "monthly_usd": 7.99,
        "headline": "Free plan; paid from $7.99/mo",
        "summary": "Free plan; paid from $7.99/mo. Melody Genie offers a free 14-credit monthly tier, paid subscriptions from $7.99/month, and a one-time 40-credit pack for $5.99."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "musicfy",
      "name": "Musicfy",
      "url": "https://musicfy.lol/",
      "short_summary": "generates AI music and song covers using AI voices, including text-to-music, voice cloning, and parody voices",
      "price": {
        "observed": false,
        "billing": "subscription",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "Musicfy lists three paid plans starting at $8 per month when billed annually, with higher tiers at $20 and $56 per month billed annually."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "atri_agent",
      "name": "Atri Agent",
      "url": "https://github.com/Tz-WIND/ATRI_AGENT",
      "short_summary": "Local-first AI Agent runtime with multi-model LLM, tool calling, MCP/Skills support, and integrated music DAW for symbolic music generation and editing via age…",
      "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 ATRI_AGENT in the supplied homepage content."
      },
      "home_niche": "agent-runtime-platform",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "glif_api",
      "name": "Glif",
      "url": "https://glif.app/api",
      "short_summary": "HTTP API for composing AI media generation projects, managing assets, and accessing user skills. Supports agent runtimes, automation scripts, and product integ…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Starter",
            "monthly_native": 10,
            "monthly_usd": 10,
            "commitment": "monthly",
            "basis": "$10/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Starter",
              "price": "$10/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$30/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Pro L",
              "price": "$100/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 10,
        "monthly_usd": 10,
        "headline": "From $10/mo",
        "summary": "From $10/mo. Glif offers three monthly subscription plans priced from $10 to $100, with credits and capabilities increasing by tier."
      },
      "home_niche": "ai-image-generation",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "luma_labs",
      "name": "Creative AI Agents",
      "url": "https://lumalabs.ai/",
      "short_summary": "generates, transforms, and coordinates creative media (video, image, audio, text) from concept to finished work",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Plus",
            "monthly_native": 30,
            "monthly_usd": 30,
            "commitment": "monthly",
            "basis": "$30/month",
            "billing_verified": true
          },
          "annual_option": {
            "line": "Plus (annual billing)",
            "monthly_equivalent_native": 25,
            "total_native": 300
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Plus",
              "price": "$30/month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Plus (annual billing)",
              "price": "$25/month billed yearly",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Pro",
              "price": "$90/month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Pro (annual billing)",
              "price": "$75/month billed yearly",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Ultra",
              "price": "$300/month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Ultra (annual billing)",
              "price": "$250/month billed yearly",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Team",
              "price": "Contact us",
              "kind": "custom"
            },
            {
              "name": "Enterprise",
              "price": "Contact us",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 30,
        "monthly_usd": 30,
        "headline": "From $30/mo; $25/mo equivalent billed annually",
        "summary": "From $30/mo; $25/mo equivalent billed annually. Luma offers individual monthly subscriptions from $30/month, with lower per-month rates billed yearly, while Team and Enterprise pricing requires contacting sales."
      },
      "home_niche": "ai-video-generation",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "mcpollinations",
      "name": "Mcpollinations",
      "url": "https://github.com/pinkpixel-dev/MCPollinations",
      "short_summary": "MCP server enabling AI assistants to generate images, text, and audio via Pollinations APIs. Supports customizable parameters, multiple models, and image savin…",
      "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 archived MCP server repository."
      },
      "home_niche": "ai-image-generation",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "metavision_studio",
      "name": "Grant Agent",
      "url": "https://metavision.click/studio",
      "short_summary": "AI-powered creative platform. Generate 3D models from text or image, create music, video and images with AI. CNC G-code analysis. Built on Base network.",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "home_niche": "3d-modeling-agent",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "modelrunner_mcp",
      "name": "Modelrunner",
      "url": "https://modelrunner.ai/mcp",
      "short_summary": "<a href=\"https://modelrunner.ai\">ModelRunner</a> is a hosted remote MCP (Model Context Protocol) server that lets AI assistants like Claude and Cursor run 100+…",
      "price": {
        "commercial": {
          "rates": [
            {
              "line": "Seedance 2.5",
              "per": "per unit",
              "text": "$0.15 per unit"
            },
            {
              "line": "Kling 3.0",
              "per": "per second",
              "text": "$0.11 per second"
            },
            {
              "line": "Nano Banana Pro Text to Image",
              "per": "per output",
              "text": "$0.13 per output"
            },
            {
              "line": "Nano Banana 2.1",
              "per": "per output",
              "text": "$0.03 per output"
            },
            {
              "line": "Bringing Old Photos Back to Life",
              "per": "per output",
              "text": "$0.02 per output"
            },
            {
              "line": "DeepSeek V4.1 Flash",
              "per": "per 1m token",
              "text": "$0.3 per 1m token"
            },
            {
              "line": "TRELLIS",
              "per": "per output",
              "text": "$0.08 per output"
            },
            {
              "line": "GPT Image 2.5 Sunburst",
              "per": "per output",
              "text": "$0.05 per output"
            },
            {
              "line": "Spleeter",
              "per": "per output",
              "text": "$0 per output"
            },
            {
              "line": "GPT Image 2.5 Flare",
              "per": "per output",
              "text": "$0.05 per output"
            },
            {
              "line": "Demucs",
              "per": "per second",
              "text": "$0 per second"
            },
            {
              "line": "PixVerse Lip Sync",
              "per": "per second",
              "text": "$0.04 per second"
            },
            {
              "line": "GFPGAN",
              "per": "per second",
              "text": "$0 per second"
            },
            {
              "line": "Qwen3.8-Max",
              "per": "per 1m token",
              "text": "$2 per 1m token"
            },
            {
              "line": "Fast Image Resizer",
              "per": "per second",
              "text": "$0 per second"
            },
            {
              "line": "LatentSync 1.0",
              "per": "per second",
              "text": "$0.01 per second"
            },
            {
              "line": "BiRefNet Background Removal",
              "per": "per second",
              "text": "$0 per second"
            },
            {
              "line": "Kokoro-82M",
              "per": "per second",
              "text": "$0 per second"
            },
            {
              "line": "Rodin Gen-2 by Hyper3D",
              "per": "per output",
              "text": "$0.4 per output"
            },
            {
              "line": "Wan 3.0",
              "per": "per second",
              "text": "$0.05 per second"
            },
            {
              "line": "Qwen-Image 3.0",
              "per": "per output",
              "text": "$0.03 per output"
            },
            {
              "line": "Happy Horse 1.1",
              "per": "per second",
              "text": "$0.14 per second"
            },
            {
              "line": "Gemini 3.1 Flash TTS",
              "per": "per second",
              "text": "$0 per second"
            },
            {
              "line": "GLM-5.2 Fast Preview",
              "per": "per 1m token",
              "text": "$2.8 per 1m token"
            },
            {
              "line": "DeepSeek V4 Pro",
              "per": "per 1m token",
              "text": "$2.4 per 1m token"
            },
            {
              "line": "GLM-5.2",
              "per": "per 1m token",
              "text": "$1.4 per 1m token"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "Seedance 2.5",
              "price": "from $0.154",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "Kling 3.0",
              "price": "$0.112 per second",
              "kind": "usage_rate",
              "unit": "second",
              "billed": "usage"
            },
            {
              "name": "Nano Banana Pro Text to Image",
              "price": "$0.1344 per output",
              "kind": "usage_rate",
              "unit": "output",
              "billed": "usage"
            },
            {
              "name": "Nano Banana 2.1",
              "price": "$0.0336 per output",
              "kind": "usage_rate",
              "unit": "output",
              "billed": "usage"
            },
            {
              "name": "Bringing Old Photos Back to Life",
              "price": "$0.02 per output",
              "kind": "usage_rate",
              "unit": "output",
              "billed": "usage"
            },
            {
              "name": "DeepSeek V4.1 Flash",
              "price": "$0.3 per 1M tokens",
              "kind": "usage_rate",
              "unit": "1m token",
              "billed": "usage"
            },
            {
              "name": "TRELLIS",
              "price": "$0.08 per output",
              "kind": "usage_rate",
              "unit": "output",
              "billed": "usage"
            },
            {
              "name": "GPT Image 2.5 Sunburst",
              "price": "$0.0453 per output",
              "kind": "usage_rate",
              "unit": "output",
              "billed": "usage"
            },
            {
              "name": "Spleeter",
              "price": "$0.0025 per output",
              "kind": "usage_rate",
              "unit": "output",
              "billed": "usage"
            },
            {
              "name": "GPT Image 2.5 Flare",
              "price": "$0.0453 per output",
              "kind": "usage_rate",
              "unit": "output",
              "billed": "usage"
            },
            {
              "name": "Demucs",
              "price": "$0.0014 per second",
              "kind": "usage_rate",
              "unit": "second",
              "billed": "usage"
            },
            {
              "name": "PixVerse Lip Sync",
              "price": "$0.04 per second",
              "kind": "usage_rate",
              "unit": "second",
              "billed": "usage"
            },
            {
              "name": "GFPGAN",
              "price": "$0.000975 per second",
              "kind": "usage_rate",
              "unit": "second",
              "billed": "usage"
            },
            {
              "name": "Qwen3.8-Max",
              "price": "$2 per 1M tokens",
              "kind": "usage_rate",
              "unit": "1m token",
              "billed": "usage"
            },
            {
              "name": "Fast Image Resizer",
              "price": "$0.00045 per second",
              "kind": "usage_rate",
              "unit": "second",
              "billed": "usage"
            },
            {
              "name": "LatentSync 1.0",
              "price": "$0.014 per second",
              "kind": "usage_rate",
              "unit": "second",
              "billed": "usage"
            },
            {
              "name": "BiRefNet Background Removal",
              "price": "$0.002 per second",
              "kind": "usage_rate",
              "unit": "second",
              "billed": "usage"
            },
            {
              "name": "Kokoro-82M",
              "price": "$0.000225 per second",
              "kind": "usage_rate",
              "unit": "second",
              "billed": "usage"
            },
            {
              "name": "Rodin Gen-2 by Hyper3D",
              "price": "$0.399 per output",
              "kind": "usage_rate",
              "unit": "output",
              "billed": "usage"
            },
            {
              "name": "Wan 3.0",
              "price": "$0.05 per second",
              "kind": "usage_rate",
              "unit": "second",
              "billed": "usage"
            },
            {
              "name": "Qwen-Image 3.0",
              "price": "$0.03 per output",
              "kind": "usage_rate",
              "unit": "output",
              "billed": "usage"
            },
            {
              "name": "Happy Horse 1.1",
              "price": "$0.14 per second",
              "kind": "usage_rate",
              "unit": "second",
              "billed": "usage"
            },
            {
              "name": "Gemini 3.1 Flash TTS",
              "price": "$0.0006 per second",
              "kind": "usage_rate",
              "unit": "second",
              "billed": "usage"
            },
            {
              "name": "GLM-5.2 Fast Preview",
              "price": "$2.8 per 1M tokens",
              "kind": "usage_rate",
              "unit": "1m token",
              "billed": "usage"
            },
            {
              "name": "DeepSeek V4 Pro",
              "price": "$2.4 per 1M tokens",
              "kind": "usage_rate",
              "unit": "1m token",
              "billed": "usage"
            },
            {
              "name": "GLM-5.2",
              "price": "$1.4 per 1M tokens",
              "kind": "usage_rate",
              "unit": "1m token",
              "billed": "usage"
            }
          ]
        },
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "$0.15 per unit; $0.11 per second (usage-based)",
        "summary": "$0.15 per unit; $0.11 per second (usage-based). ModelRunner publicly lists pay-as-you-go rates with no monthly fees, including video generation priced per second and other models priced per output or token."
      },
      "home_niche": "llm-serving-infrastructure",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "muapi",
      "name": "Muapi",
      "url": "https://muapi.ai",
      "short_summary": "provides API access to 500+ generative AI models for image, video, and audio generation",
      "price": {
        "commercial": {
          "rates": [
            {
              "line": "ai-product-shot",
              "per": "per unit",
              "text": "$0.06 per unit"
            },
            {
              "line": "ai-product-photography",
              "per": "per generation",
              "text": "$0.05 per generation"
            },
            {
              "line": "ai-ghibli-style",
              "per": "per generation",
              "text": "$0.05 per generation"
            },
            {
              "line": "ai-image-extension",
              "per": "per unit",
              "text": "$0.03 per unit"
            },
            {
              "line": "ai-image-face-swap",
              "per": "per unit",
              "text": "$0.02 per unit"
            },
            {
              "line": "ai-object-eraser",
              "per": "per generation",
              "text": "$0.05 per generation"
            },
            {
              "line": "ai-dress-change",
              "per": "per generation",
              "text": "$0.1 per generation"
            },
            {
              "line": "ai-skin-enhancer",
              "per": "per generation",
              "text": "$0.01 per generation"
            },
            {
              "line": "heygen-video-translate",
              "per": "per generation",
              "text": "$0.25 per generation"
            },
            {
              "line": "ai-video-upscaler-pro",
              "per": "per generation",
              "text": "$0.24 per generation"
            },
            {
              "line": "video-watermark-remover",
              "per": "per unit",
              "text": "$0.07 per unit"
            },
            {
              "line": "ai-image-upscaler",
              "per": "per generation",
              "text": "$0.02 per generation"
            },
            {
              "line": "ai-background-remover",
              "per": "per generation",
              "text": "$0.01 per generation"
            },
            {
              "line": "ai-anime-generator",
              "per": "per generation",
              "text": "$0.03 per generation"
            },
            {
              "line": "video-background-remover",
              "per": "per second",
              "text": "$0.01 per second"
            },
            {
              "line": "ai-captions",
              "per": "per second",
              "text": "$0.01 per second"
            },
            {
              "line": "ai-color-photo",
              "per": "per generation",
              "text": "$0.01 per generation"
            },
            {
              "line": "ai-video-face-swap",
              "per": "per generation",
              "text": "$0.1 per generation"
            },
            {
              "line": "ai-video-upscaler",
              "per": "per generation",
              "text": "$0.03 per generation"
            },
            {
              "line": "remix-video",
              "per": "per generation",
              "text": "$0.03 per generation"
            },
            {
              "line": "wan2.1-text-to-image",
              "per": "per generation",
              "text": "$0.03 per generation"
            },
            {
              "line": "wan2.1-text-to-video",
              "per": "per generation",
              "text": "$0.3 per generation"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "ai-product-shot",
              "price": "$0.06",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "ai-product-photography",
              "price": "$0.05 per generation",
              "kind": "usage_rate",
              "unit": "generation",
              "billed": "usage"
            },
            {
              "name": "ai-ghibli-style",
              "price": "$0.05 per generation",
              "kind": "usage_rate",
              "unit": "generation",
              "billed": "usage"
            },
            {
              "name": "ai-image-extension",
              "price": "$0.03",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "ai-image-face-swap",
              "price": "$0.02",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "ai-object-eraser",
              "price": "$0.05 per generation",
              "kind": "usage_rate",
              "unit": "generation",
              "billed": "usage"
            },
            {
              "name": "ai-dress-change",
              "price": "$0.1 per generation",
              "kind": "usage_rate",
              "unit": "generation",
              "billed": "usage"
            },
            {
              "name": "ai-skin-enhancer",
              "price": "$0.01 per generation",
              "kind": "usage_rate",
              "unit": "generation",
              "billed": "usage"
            },
            {
              "name": "heygen-video-translate",
              "price": "$0.25 per generation",
              "kind": "usage_rate",
              "unit": "generation",
              "billed": "usage"
            },
            {
              "name": "ai-video-upscaler-pro",
              "price": "$0.24 per generation",
              "kind": "usage_rate",
              "unit": "generation",
              "billed": "usage"
            },
            {
              "name": "video-watermark-remover",
              "price": "$0.065",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "ai-image-upscaler",
              "price": "$0.02 per generation",
              "kind": "usage_rate",
              "unit": "generation",
              "billed": "usage"
            },
            {
              "name": "ai-background-remover",
              "price": "$0.01 per generation",
              "kind": "usage_rate",
              "unit": "generation",
              "billed": "usage"
            },
            {
              "name": "ai-anime-generator",
              "price": "$0.03 per generation",
              "kind": "usage_rate",
              "unit": "generation",
              "billed": "usage"
            },
            {
              "name": "video-background-remover",
              "price": "$0.01 per second",
              "kind": "usage_rate",
              "unit": "second",
              "billed": "usage"
            },
            {
              "name": "ai-captions",
              "price": "$0.005 per second",
              "kind": "usage_rate",
              "unit": "second",
              "billed": "usage"
            },
            {
              "name": "ai-color-photo",
              "price": "$0.01 per generation",
              "kind": "usage_rate",
              "unit": "generation",
              "billed": "usage"
            },
            {
              "name": "ai-video-face-swap",
              "price": "$0.1 per generation",
              "kind": "usage_rate",
              "unit": "generation",
              "billed": "usage"
            },
            {
              "name": "ai-video-upscaler",
              "price": "$0.03 per generation",
              "kind": "usage_rate",
              "unit": "generation",
              "billed": "usage"
            },
            {
              "name": "remix-video",
              "price": "$0.025 per generation",
              "kind": "usage_rate",
              "unit": "generation",
              "billed": "usage"
            },
            {
              "name": "wan2.1-text-to-image",
              "price": "$0.03 per generation",
              "kind": "usage_rate",
              "unit": "generation",
              "billed": "usage"
            },
            {
              "name": "wan2.1-text-to-video",
              "price": "$0.3 per generation",
              "kind": "usage_rate",
              "unit": "generation",
              "billed": "usage"
            }
          ]
        },
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "$0.06 per unit; $0.05 per generation (usage-based)",
        "summary": "$0.06 per unit; $0.05 per generation (usage-based). MuAPI publicly lists usage-based model and tool rates in USD, including generation- and second-based charges, rather than fixed monthly subscription plans."
      },
      "home_niche": "ai-image-generation",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "rostro_mcp",
      "name": "Rostro Image, Video, 3D, Voice, SFX, Music",
      "url": "https://rostro.dev/guides/mcp",
      "short_summary": "Turn any language model into a multimodal powerhouse that can generate images, music, videos and more on the fly",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Minimal",
            "monthly_native": 5,
            "monthly_usd": 5,
            "commitment": "monthly",
            "basis": "$5/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Minimal",
              "price": "$5 per month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Full",
              "price": "$20 per month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Enterprise",
              "price": "Contact Us",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 5,
        "monthly_usd": 5,
        "headline": "From $5/mo",
        "summary": "From $5/mo. Rostro offers monthly Minimal and Full plans at $5 and $20, respectively, plus an Enterprise plan with contact-sales pricing."
      },
      "home_niche": "ai-image-generation",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/ai-music-generation",
  "summary": {
    "niche": "ai-music-generation",
    "sector": "media-entertainment",
    "pricing_by_provider_type": {
      "headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: Agents · Individual median $10/mo (8 providers). See benchmarks_by_provider_type_and_tier for the full matrix.",
      "benchmarks": [
        {
          "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": 8,
          "reliability": "medium",
          "median": 10.49,
          "p25": 10.37,
          "p75": 13.24,
          "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": 7,
          "reliability": "medium",
          "median": 27.99,
          "p25": 23.99,
          "p75": 28.99,
          "status": "ok"
        },
        {
          "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": 5,
          "reliability": "medium",
          "median": 8.49,
          "p25": 6.99,
          "p75": 14,
          "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": 3,
          "reliability": "low",
          "median": 16.99,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "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": 2,
          "reliability": "low",
          "median": null,
          "p25": null,
          "p75": null,
          "status": "observed_offers_only",
          "observed_offers": [
            29.99,
            69.99
          ]
        }
      ],
      "warnings": [],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "ai-music-generation"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/ai-music-generation",
    "counts": {
      "listings_with_price_capture": 36,
      "listings_with_observed_public_price": 19,
      "providers_with_numeric_monthly_price_latest_scan": 16,
      "like_for_like_comparable_pairs": 15
    },
    "movement": {
      "d": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "w": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "m": {
        "published": true,
        "value_pct": 1.4,
        "driver": "musicgpt's \"Creator\" $9.99→$11.99 (+20%)"
      }
    },
    "pricing_version": "cohorts-1",
    "pricing_status": "ok",
    "pricing_by_tier": [
      {
        "tier": "individual",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 10.49,
        "provider_count": 13,
        "plan_observation_count": 19,
        "data_confidence": 0.99,
        "data_confidence_basis": {
          "provider_component": 1,
          "observation_component": 0.95,
          "provider_count": 13,
          "plan_observation_count": 19
        },
        "reliability": "high",
        "members": [
          {
            "provider": "boostaudio",
            "usd": 3.75
          },
          {
            "provider": "playlistable",
            "usd": 6.99
          },
          {
            "provider": "royalty_calculator",
            "usd": 8.49
          },
          {
            "provider": "tonesmatch",
            "usd": 8.99
          },
          {
            "provider": "musicraft_ai",
            "usd": 9.99
          },
          {
            "provider": "freemusiccreator",
            "usd": 10.49
          },
          {
            "provider": "musicaura",
            "usd": 10.49
          },
          {
            "provider": "craftmusic_ai",
            "usd": 10.49
          },
          {
            "provider": "musicgpt",
            "usd": 11.99
          },
          {
            "provider": "bandmixr",
            "usd": 14
          },
          {
            "provider": "beatbun",
            "usd": 16.99
          },
          {
            "provider": "lacuna_fm",
            "usd": 19
          },
          {
            "provider": "melody_genie",
            "usd": 23.99
          }
        ],
        "p25": 8.99,
        "p75": 14
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 23.99,
        "provider_count": 10,
        "plan_observation_count": 15,
        "data_confidence": 0.82,
        "data_confidence_basis": {
          "provider_component": 0.83,
          "observation_component": 0.75,
          "provider_count": 10,
          "plan_observation_count": 15
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "royalty_calculator",
            "usd": 4.99
          },
          {
            "provider": "melody_genie",
            "usd": 16.99
          },
          {
            "provider": "bandmixr",
            "usd": 19
          },
          {
            "provider": "musicraft_ai",
            "usd": 19.99
          },
          {
            "provider": "udio",
            "usd": 20
          },
          {
            "provider": "freemusiccreator",
            "usd": 27.99
          },
          {
            "provider": "musicaura",
            "usd": 27.99
          },
          {
            "provider": "craftmusic_ai",
            "usd": 27.99
          },
          {
            "provider": "beatbun",
            "usd": 29.99
          },
          {
            "provider": "lacuna_fm",
            "usd": 74
          }
        ],
        "p25": 19.25,
        "p75": 27.99
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 49.99,
        "provider_count": 2,
        "plan_observation_count": 3,
        "data_confidence": 0.16,
        "data_confidence_basis": {
          "provider_component": 0.17,
          "observation_component": 0.15,
          "provider_count": 2,
          "plan_observation_count": 3
        },
        "reliability": "low",
        "members": [
          {
            "provider": "musicgpt",
            "usd": 29.99
          },
          {
            "provider": "musicraft_ai",
            "usd": 69.99
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 36,
      "listings_with_observed_public_price": 19,
      "normalized_observations": 37,
      "comparable_providers": 14,
      "strict_cohorts": 3,
      "exclusion_reasons": {
        "one_time": 15,
        "usage_not_monthly": 6,
        "ambiguous_cadence": 8
      }
    },
    "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": {
      "one_time": 15,
      "usage_not_monthly": 6,
      "ambiguous_cadence": 8
    },
    "billing_mix": {
      "freemium": 12,
      "subscription": 4,
      "free": 2,
      "usage": 1
    },
    "free_tier_share": 0.74,
    "top_providers": [
      {
        "agent_id": "playlistable",
        "name": "Playlistable",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Monthly",
              "monthly_native": 6.99,
              "monthly_usd": 6.99,
              "commitment": "monthly",
              "basis": "$6.99/month",
              "billing_verified": true
            },
            "annual_option": {
              "line": "Yearly",
              "monthly_equivalent_native": 4.17,
              "total_native": 49.99
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Weekly",
                "price": "$2.99/week",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Monthly",
                "price": "$6.99/month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Yearly",
                "price": "$49.99/yr",
                "kind": "base_subscription",
                "billed": "annually"
              }
            ]
          },
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 6.99,
          "monthly_usd": 6.99,
          "headline": "From $6.99/mo; $4.17/mo equivalent billed annually",
          "summary": "From $6.99/mo; $4.17/mo equivalent billed annually. Playlistable offers weekly, monthly, and yearly subscriptions with a 3-day free trial, starting at $2.99 per week or $6.99 per month."
        },
        "observed": true
      },
      {
        "agent_id": "royalty_calculator",
        "name": "Music Royalties Calculator",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Artist",
              "monthly_native": 1.99,
              "monthly_usd": 1.99,
              "commitment": "monthly",
              "basis": "$1.99/month",
              "billing_verified": true
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Artist",
                "price": "$1.99 / month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Pro",
                "price": "$4.99 / month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Label",
                "price": "$14.99 / month",
                "kind": "base_subscription",
                "billed": "monthly"
              }
            ]
          },
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 1.99,
          "monthly_usd": 1.99,
          "headline": "From $1.99/mo",
          "summary": "From $1.99/mo. Velveteen offers monthly music distribution plans from $1.99 for one artist profile to $14.99 for unlimited artists and team management."
        },
        "observed": true
      },
      {
        "agent_id": "studiosphere_pulse",
        "name": "Studiosphere Pulse",
        "price": {
          "commercial": {
            "rates": [
              {
                "line": "60 second BPM, key, waveform example",
                "per": "per unit",
                "text": "$0.08 per unit"
              },
              {
                "line": "Cached result",
                "per": "per unit",
                "text": "$0 per unit"
              },
              {
                "line": "Unspecified usage offer",
                "per": "per unit",
                "text": "$0.01 per unit"
              }
            ],
            "currency": "USD",
            "notes": [
              "prepaid credit: $0.24 (funding, not a subscription)"
            ],
            "lines": [
              {
                "name": "60 second BPM, key, waveform example",
                "price": "$0.08",
                "kind": "usage_rate",
                "unit": "unit",
                "billed": "usage"
              },
              {
                "name": "3 minute full v1.0 suite",
                "price": "$0.24",
                "kind": "credit_purchase",
                "unit": "minute",
                "billed": "one_off"
              },
              {
                "name": "Cached result",
                "price": "$0.001",
                "kind": "usage_rate",
                "unit": "unit",
                "billed": "usage"
              },
              {
                "name": "Unspecified usage offer",
                "price": "0.005USD",
                "kind": "usage_rate",
                "unit": "unit",
                "billed": "usage"
              }
            ]
          },
          "observed": true,
          "billing": "usage",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "$0.08 per unit; $0 per unit (usage-based; prepaid credit $0.24)",
          "summary": "$0.08 per unit; $0 per unit (usage-based; prepaid credit $0.24). Pulse publishes usage-based audio analysis examples at $0.08 for a 60-second BPM/key/waveform analysis, $0.24 for a three-minute suite, and $0.001 for a cached result."
        },
        "observed": true
      },
      {
        "agent_id": "tidal",
        "name": "tidal",
        "price": {
          "commercial": {
            "currency": "USD",
            "lines": [
              {
                "name": "Open Source CLI",
                "price": "0USD",
                "kind": "free",
                "billed": "monthly"
              }
            ]
          },
          "observed": true,
          "billing": "free",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Free",
          "summary": "Free. The tidal-cli software is offered at $0, with no public recurring billing period shown."
        },
        "observed": true
      },
      {
        "agent_id": "bandmixr",
        "name": "Bandmixr",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Creator Subscription",
              "monthly_native": 14,
              "monthly_usd": 14,
              "commitment": "monthly",
              "basis": "$14/month",
              "billing_verified": false,
              "billing_note": "the pricing page has a \"Monthly Yearly Save $48\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
            },
            "rates": [
              {
                "line": "Extra download",
                "per": "per unit",
                "text": "$5 per unit"
              }
            ],
            "currency": "USD",
            "notes": [
              "billing period unverified: the pricing page has a \"Monthly Yearly Save $48\" 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": "Free",
                "price": "$0 / month",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Creator Subscription",
                "price": "$14 / month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Pro Subscription",
                "price": "$19 / month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Extra download",
                "price": "$5 each",
                "kind": "usage_rate",
                "unit": "unit",
                "billed": "usage"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 14,
          "monthly_usd": 14,
          "headline": "Free plan; paid from $14/mo (billing period unverified: page has a Monthly/Annual toggle)",
          "summary": "Free plan; paid from $14/mo (billing period unverified: page has a Monthly/Annual toggle). Bandmixr offers a permanent free plan, $14/month Creator and $19/month Pro subscriptions, plus $5 per extra download; a yearly option is shown as saving $48 but no annual rates are visible."
        },
        "observed": true
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "ai-music-generation"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "ai-music-generation",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "playlistable"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "playlistable"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}
Full market

19 providers, one sortable view

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

ProviderTypeFromVs niche medianLiveness
Playlistablegenerates and manages Spotify and Apple Music playlists using AI based on mood, artist, or song descriptions
mcp$6.99from / mo70.9% below100% livemcp70.9% below median100% live
Music Royalties CalculatorAI A&R assistant that validates metadata, catches errors before submission, searches Spotify for tracks, and manages music catalog through conversation
mcp$1.99from / mo91.7% below100% livemcp91.7% below median100% live
tidalSearch, browse, and manage Tidal music library with AI automation including playlist creation, track discovery, and playback control
mcpFreefree to use—100% livemcp100% live
BandmixrAI mixing and mastering for your own recordings. Check a song with a free 30-second mastered preview, mix your stems after confirming their labels, and change…
mcp$14from / mo41.6% below100% livemcp41.6% below median100% live
boostaudioprovides AI audio tools for music production including stem splitting, vocal removal, BPM & key detection, audio-to-MIDI conversion, format conversion, trimmin…
mcp$2.56from / mo89.3% below100% livemcp89.3% below median100% live
DDeeThe first music platform for AI agents. Generate mood-modulating music through MCP. Auto-registration, no token needed.
mcpFree tierpaid plans vary—100% livemcp100% live
Makesong Aigenerates songs, lyrics, instrumentals, and music videos from text prompts or lyrics
mcpFreefree to use—100% livemcp100% live
Melody GenieWrite lyrics in 100+ styles, score them, generate full songs with 4 engines, split stems. OAuth.
mcp$7.99from / mo66.7% below100% livemcp66.7% below median100% live
Udiogenerates music from text descriptions and provides AI music editing tools
agent$10from / mo58.3% below100% liveagent58.3% below median100% live
THIRI Chord Intelligenceprovides deterministic music theory analysis for AI agents and developers
mcpFree tierpaid plans vary—100% livemcp100% live
BeatbunAI music creation platform that turns text, lyrics, or images into royalty-free tracks. Includes lyric generation, song extension, voice covers, MIDI export, s…
agent$16.99from / mo29.2% below100% liveagent29.2% below median100% live
Craftmusic AiAI music generator that creates original songs and instrumentals from prompts. Helps creators write lyrics, generate background music for videos/podcasts/games…
agent$10.49from / mo56.3% below100% liveagent56.3% below median100% live
FreemusiccreatorAI music generator that creates royalty-free songs from text prompts, lyrics, or ideas. Generates full tracks with melody, rhythm, and harmony in seconds for p…
agent$10.49from / mo56.3% below100% liveagent56.3% below median100% live
Lacuna FmAI music generator that creates complete songs with vocals from text descriptions or lyrics. Generates music across genres with professional parameters, real-t…
mcp$19from / mo20.8% below100% livemcp20.8% below median100% live
MusicauraAI music workspace that generates songs, instrumentals, and lyrics from text prompts, moods, scenes, or lyrics. Includes vocal removal and stem splitting for v…
agent$10.49from / mo56.3% below100% liveagent56.3% below median100% live
MusicgptAI music studio that turns text descriptions, lyrics, and musical directions into original songs, vocals, melodies, and background tracks for creators, produce…
agent$11.99from / mo50% below100% liveagent50% below median100% live
Musicraft AiAn AI music agent for creating full tracks from text or images, remixing songs, splitting stems, analyzing audio, generating lyrics and cover art, cloning voca…
agent$9.99from / mo58.4% below100% liveagent58.4% below median100% live
TonesmatchAI guitar tone matcher that analyzes songs and provides exact amp and pedal settings calibrated to your specific guitar and amp. Built on real gear data from 1…
agent$6.99from / mo70.9% below100% liveagent70.9% below median100% live
TunetankMCP server providing AI assistants access to Tunetank's royalty-free music and sound effects catalog. Search by mood, genre, theme, length; returns preview lin…
mcpFreefree to use—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.