Enterprise AI Platform
Query this niche via MCP
market_report({ query: "Enterprise AI Platform", response_mode: "summary" })Agents · median
$82/mo
MCP servers · median
All plans — Agents vs MCPs
each dot = one provider · log scaleAgents $82
clarista · $3
Lyzr Ai · $8
Ara Hub · $11
minimax · $22
Ai Agent Advisor Maybe · $130
zbrain · $999
Connectify Executive Copilot · $3,000
Bailian Cli · $0
Mrp Agent · $19
Portkey Ai · $49
Imagga Beam · $50
minimax · $54
katonic · $60
Ai Agents · $60
magicrew · $73
Ara Hub · $74
Dust Tt · $82
minimax · $130
Ara Hub · $143
katonic · $150
magicrew · $300
Mrp Agent · $399
Ai Agent Advisor Maybe · $465
zbrain · $999
Imagga Beam · $3,990
Connectify Executive Copilot · $6,000
$5
$10
$25
$50
$100
$250
$500
$1,000
$2,500
AgentsMCP serversshaded = middle half · line = median
All plans
26 pricedProvidervs its cohort medianMonthly
Bailian Cliagent
$0 below
claristaagent
$3 below
Lyzr Aiagent
$8 below
Ara Hubagent
$11 below
Mrp Agentagent
$19 below
minimaxagent
$22 below
Portkey Aiagent
$49 below
Imagga Beamagent
$50 below
minimaxagent
$54 below
katonicagent
$60 below
Ai Agentsagent
$60 below
magicrewagent
$73 below
Ara Hubagent
$74 ~median
Dust Ttagent
$82 ~median
Ai Agent Advisor Maybeagent
$130 above
minimaxagent
$130 above
Ara Hubagent
$143 above
katonicagent
$150 above
magicrewagent
$300 above
Mrp Agentagent
$399 above
Ai Agent Advisor Maybeagent
$465 above
zbrainagent
$999 above
zbrainagent
$999 above
Connectify Executive Copilotagent
$3,000 above
Imagga Beamagent
$3,990 above
Connectify Executive Copilotagent
$6,000 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 Enterprise AI Platform (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
{
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"parent_sector": "developer-tools-infra",
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
"provider": "token4ai_cloud",
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"price": "$82.46",
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},
{
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"unit": "flat",
"price": "$24.90",
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},
{
"provider": "token4ai_cloud",
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"price": "$12.08",
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},
{
"provider": "trelent",
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"billing": "unspecified_period",
"unit": "flat",
"price": "Custom (tied to business metrics)",
"monthly_usd": null
},
{
"provider": "writer",
"tier": "individual",
"billing": "unspecified_period",
"unit": "flat",
"price": "14-day free trial",
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},
{
"provider": "writer",
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"billing": "unspecified_period",
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"price": "Contact sales",
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},
{
"provider": "zbrain",
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]
}
],
"coverage": {
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"normalized_observations": 43,
"comparable_providers": 17,
"strict_cohorts": 4,
"exclusion_reasons": {
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"unrankable_or_unparseable": 2,
"free_or_zero": 1,
"range": 1
}
}
}
},
"quoteOnlyProvidersByTier": {
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"pro": 0,
"team_sme": 0
},
"billingMix": {
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"usage": 3,
"contact_sales": 11,
"freemium": 11,
"free": 3,
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},
"freeTierShare": 0.39,
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},
"movement": {
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"sector": "developer-tools-infra",
"pricedNow": 18,
"pairs": 16,
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{
"handle": "minimax",
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"to": 22,
"pct": 340
},
{
"handle": "ai_agents",
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"pct": -0.8
},
{
"handle": "dust_tt",
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{
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}
],
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"likeForLikePct": 9.6,
"kind": "mixed",
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},
"index_series": {
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{
"day": "2026-09-16",
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"pairs": 26,
"dayChangePct": 0
},
{
"day": "2026-09-17",
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{
"day": "2026-09-18",
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{
"day": "2026-09-19",
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{
"day": "2026-09-20",
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{
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{
"day": "2026-09-22",
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{
"day": "2026-09-23",
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{
"day": "2026-09-24",
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{
"day": "2026-09-25",
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{
"day": "2026-09-26",
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{
"day": "2026-09-27",
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{
"day": "2026-09-28",
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{
"day": "2026-09-29",
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{
"day": "2026-09-30",
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{
"day": "2026-10-01",
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{
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{
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{
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{
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{
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{
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{
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{
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{
"day": "2026-10-10",
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{
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{
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{
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{
"day": "2026-10-14",
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},
{
"day": "2026-10-15",
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}
],
"latest": 101.972,
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"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": "dust_tt",
"name": "Dust Tt",
"url": "https://dust.tt/",
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"price": {
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"commitment": "monthly",
"basis": "€24/month",
"billing_verified": true
},
"currency": "EUR",
"notes": [
"prices in EUR as published; USD figures are conversions at 2026-10-14"
],
"lines": [
{
"name": "Free",
"price": "0€",
"kind": "free",
"billed": "monthly"
},
{
"name": "Pro",
"price": "24€",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Max",
"price": "120€",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Enterprise",
"price": "Talk to sales",
"kind": "custom"
}
]
},
"observed": true,
"billing": "freemium",
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"monthly_usd": 26.86,
"headline": "Free plan; paid from €24/mo",
"summary": "Free plan; paid from €24/mo. Dust offers a free lifetime-credit tier, paid Pro and Max plans priced monthly per seat, and an Enterprise plan with custom pricing."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "katonic",
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"short_summary": "Provides a sovereign enterprise AI platform where employees search company knowledge, generate documents, and build/deploy/execute AI agents on the customer's…",
"price": {
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"line": "Copilot Seat",
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"monthly_usd": 45,
"commitment": "monthly",
"basis": "$45/month",
"billing_verified": true
},
"rates": [
{
"line": "GPU Hour (H100)",
"per": "per unit",
"text": "$4.5 per unit"
},
{
"line": "LLM API",
"per": "per unit",
"text": "$6 per unit"
},
{
"line": "Model Serving",
"per": "per unit",
"text": "$1.2 per unit"
}
],
"currency": "USD",
"notes": [
"other prices: Fine-Tuning Job $500 (one-time)"
],
"lines": [
{
"name": "GPU Hour (H100)",
"price": "$4.50",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "LLM API",
"price": "$6.00",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "Copilot Seat",
"price": "$45",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Fine-Tuning Job",
"price": "$500",
"kind": "one_off",
"billed": "one_off"
},
{
"name": "Agent Deployment",
"price": "$150",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Notebook Environment",
"price": "$75",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Model Serving",
"price": "$1.20",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
}
]
},
"observed": true,
"billing": "usage",
"lowest_monthly_usd": 45,
"monthly_usd": 45,
"headline": "From $45/mo",
"summary": "From $45/mo. Katonic publicly shows illustrative customer prices ranging from $45 per month for a Copilot seat to usage-based GPU, API, and model-serving rates plus a $500 fine-tuning job."
},
"evidence_quality": "high",
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{
"agent_id": "lyzr_ai",
"name": "Lyzr",
"url": "https://www.lyzr.ai/",
"short_summary": "Provides a platform to build, test, deploy and govern enterprise AI agents across functions like HR, sales, support, marketing, banking and insurance",
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"commercial": {
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"commitment": "annual",
"basis": "$100,000/year (annual commitment) = $8,333/month equivalent"
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"currency": "USD",
"lines": [
{
"name": "Free",
"price": "$0",
"kind": "free",
"billed": "monthly"
},
{
"name": "Starting",
"price": "$100K a year",
"kind": "base_subscription",
"billed": "annually"
},
{
"name": "Custom",
"price": "Custom",
"kind": "custom"
}
]
},
"observed": true,
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"headline": "Free plan; paid from $8,333/mo (annual commitment)",
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},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "portkey_ai",
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"line": "Production",
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"commitment": "monthly",
"basis": "$49/month",
"billing_verified": true
},
"currency": "USD",
"lines": [
{
"name": "Developer",
"price": "Free",
"kind": "free",
"billed": "monthly"
},
{
"name": "Production",
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},
{
"name": "Enterprise",
"price": "Custom Pricing",
"kind": "custom"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 49,
"monthly_usd": 49,
"headline": "Free plan; paid from $49/mo",
"summary": "Free plan; paid from $49/mo. Portkey offers a free tier for development, a $49/month production plan with usage-based overages, and custom enterprise pricing for high-volume workloads."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "simosphere_ai",
"name": "SIMOSphere AI",
"url": "https://simosphereai.com",
"short_summary": "orchestrates AI models and connects enterprise systems (CRM, ERP, document management) with large language models",
"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."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "sparkient",
"name": "Sparkient",
"url": "https://sparkient.ai/",
"short_summary": "Make structured decisions in under 100ms — faster than any LLM API call. Define any decision type your app needs, train a lightweight ML model from AI-generate…",
"price": {
"commercial": {
"entry_offer": {
"line": "Developer",
"monthly_native": 19,
"monthly_usd": 19,
"commitment": "monthly",
"basis": "$19/month",
"billing_verified": true
},
"currency": "USD",
"lines": [
{
"name": "Free",
"price": "$0",
"kind": "free",
"billed": "monthly"
},
{
"name": "Developer",
"price": "$19 /mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Starter",
"price": "$199 /mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Production",
"price": "$599 /mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "High volume",
"price": "$1,999 /mo",
"kind": "base_subscription",
"billed": "monthly"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 19,
"monthly_usd": 19,
"headline": "Free plan; paid from $19/mo",
"summary": "Free plan; paid from $19/mo. Sparkient offers a free plan with one-time credits and paid monthly plans from $19 to $1,999, with usage-based credits and separate billing for some features."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "thinkneo_ai_control_plane",
"name": "Thinkneo Ai Control Plane",
"url": "https://thinkneo.ai",
"short_summary": "provides runtime governance and control layer for enterprise AI applications across multiple providers",
"price": {
"commercial": {
"currency": "USD",
"lines": []
},
"observed": true,
"billing": "contact_sales",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Contact sales (no public price)",
"summary": "Contact sales (no public price). ThinkNEO publicly presents enterprise demo and sales engagement details, but no verifiable plan billing period or public monthly price is shown."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "agentic_engineering",
"name": "Agentic Engineering",
"url": "https://rescale.com/solutions/agentic-digital-engineering/",
"short_summary": "automates and orchestrates engineering R&D workflows (meshing, solving, post-processing, job troubleshooting, benchmarking, document updates) and monitors simu…",
"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 Rescale's agentic engineering offering."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "cohere",
"name": "Cohere",
"url": "https://cohere.com/",
"short_summary": "Provides enterprise AI models and a platform (North) that powers workplace productivity, search, reasoning, tool orchestration, and acting across company data",
"price": {
"commercial": {
"currency": "USD",
"lines": []
},
"observed": true,
"billing": "contact_sales",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Contact sales (no public price)",
"summary": "Contact sales (no public price). The pricing page directs prospective enterprise customers to request a demo, while the available dollar amounts are not clearly attributable to specific plans or billing periods."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "easyedge_ai_copilot_easyedge",
"name": "Easyedge Ai Copilot Easyedge",
"url": "https://easyedge.io/easyedge-ai-copilot",
"short_summary": "Automates IIoT project engineering tasks such as namespace generation, asset integration, code block creation, data pipe connections, and tag expression genera…",
"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."
},
"evidence_quality": "medium",
"upvotes": 0
}
],
"platforms_also_here": [
{
"agent_id": "1password_agentic_ai",
"name": "1password Agentic Ai",
"url": "https://1password.com/solutions/agentic-ai",
"short_summary": "Enterprise security platform for managing AI agent authentication and access control. Provides credential management, audit trails, and governance for autonomo…",
"price": {
"commercial": {
"entry_offer": {
"line": "Individual",
"monthly_native": 3.99,
"monthly_usd": 3.99,
"commitment": "monthly",
"basis": "$3.99/month",
"billing_verified": true
},
"currency": "USD",
"lines": [
{
"name": "Teams Starter Pack",
"price": "$2.49 / user",
"kind": "base_subscription",
"unit": "user",
"billed": "annually",
"min_seats": 10
},
{
"name": "Business",
"price": "$8.99 / user",
"kind": "base_subscription",
"unit": "user",
"billed": "annually",
"min_seats": 1
},
{
"name": "Individual",
"price": "$3.99",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Families",
"price": "$5.99",
"kind": "base_subscription",
"billed": "monthly"
}
]
},
"observed": true,
"billing": "subscription",
"lowest_monthly_usd": 3.99,
"monthly_usd": 3.99,
"headline": "From $3.99/mo",
"summary": "From $3.99/mo. 1Password lists business plans from $2.49 per user per month and personal plans with first-year promotional pricing, with the displayed monthly rates billed yearly."
},
"home_niche": "agent-identity-platform",
"also_covers": true,
"upvotes": 0
},
{
"agent_id": "abcdatawork",
"name": "Abcdatawork",
"url": "https://abcdatawork.com/",
"short_summary": "AI infrastructure and data platform engineering company. Builds production-ready RAG pipelines, MCP servers, distributed systems, and GPU-optimized inference i…",
"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": "ai-data-platform",
"also_covers": true,
"upvotes": 0
},
{
"agent_id": "abundly",
"name": "Abundly",
"url": "https://abundly.ai/use-cases",
"short_summary": "AI agent platform for building production-ready business automation agents. Offers pre-built agents for HR screening, contract analysis, invoice processing, le…",
"price": {
"commercial": {
"entry_offer": {
"line": "Basic",
"monthly_native": 240,
"monthly_usd": 240,
"commitment": "monthly",
"basis": "$240/month",
"billing_verified": true
},
"currency": "USD",
"lines": [
{
"name": "Basic",
"price": "$240/month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Business",
"price": "$950/month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Enterprise",
"price": "Contact sales",
"kind": "custom"
}
]
},
"observed": true,
"billing": "subscription",
"lowest_monthly_usd": 240,
"monthly_usd": 240,
"headline": "From $240/mo",
"summary": "From $240/mo. Abundly offers Basic at $240/month and Business at $950/month, with additional credit top-ups and custom-priced Enterprise plans."
},
"home_niche": "business-process-automation",
"also_covers": true,
"upvotes": 0
},
{
"agent_id": "adaptivex_agent",
"name": "AdaptiveX Agent",
"url": "https://adaptivex.sg/platform/agent",
"short_summary": "Coordinates specialised AI agents to automate operational back-office workflows such as data entry, report generation, system updates, invoice processing, comp…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "AdaptiveX describes a configurable voice-agent platform but does not publish public pricing on the supplied page."
},
"home_niche": "vertical-ai-agent-platform",
"also_covers": true,
"upvotes": 0
},
{
"agent_id": "adobe_agent_orchestrator",
"name": "Adobe Agent Orchestrator",
"url": "https://business.adobe.com/products/experience-platform/agent-orchestrator.html",
"short_summary": "Enterprise agent orchestration platform from Adobe Experience Platform for coordinating and managing AI agents in business workflows and customer experience au…",
"price": {
"observed": false,
"billing": "failed_to_load",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public price found on the vendor site."
},
"home_niche": "agent-orchestration-platform",
"also_covers": true,
"upvotes": 0
},
{
"agent_id": "aegisagent",
"name": "Aegis Autonomous AI Agent Platform",
"url": "https://aegisagent.ai/",
"short_summary": "Autonomously decomposes and executes user-defined goals: web research, content generation, email triage, code review, monitoring, and workflow orchestration",
"price": {
"commercial": {
"entry_offer": {
"line": "Aegis",
"monthly_native": 50,
"monthly_usd": 50,
"commitment": "monthly",
"basis": "$50/month",
"billing_verified": true
},
"currency": "USD",
"lines": [
{
"name": "Aegis",
"price": "$50/mo",
"kind": "base_subscription",
"billed": "monthly"
}
]
},
"observed": true,
"billing": "subscription",
"lowest_monthly_usd": 50,
"monthly_usd": 50,
"headline": "From $50/mo",
"summary": "From $50/mo. Aegis publicly displays a $50/mo subscription price on its homepage, with no additional plan details shown."
},
"home_niche": "deep-research-agent",
"also_covers": true,
"upvotes": 0
},
{
"agent_id": "aethvion_suite",
"name": "Aethvion Suite",
"url": "http://marcelvanduijn.com/aethvion-suite.html",
"short_summary": "Unified AI-powered super-app ecosystem with multi-step ReAct agents, specialized agent management, AI chat with auto-routing, image generation, audio editing,…",
"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": "ai-assistant-suite",
"also_covers": true,
"upvotes": 0
},
{
"agent_id": "aetnic",
"name": "Aetnic",
"url": "https://www.aetnic.com/",
"short_summary": "Autonomous AI platform that deploys specialized AI agents to plan, build, secure, deploy, and operate complete software systems from a single instruction. Feat…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "Aetnic does not publicly disclose a reliable plan price or billing period; it offers a free trial and an enterprise demo."
},
"home_niche": "agent-orchestration-platform",
"also_covers": true,
"upvotes": 0
}
],
"page_url": "https://agentery.com/market/enterprise-ai-platform",
"summary": {
"niche": "enterprise-ai-platform",
"sector": "developer-tools-infra",
"pricing_by_provider_type": {
"headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: Agents · Pro median $57/mo (10 providers). See benchmarks_by_provider_type_and_tier for the full matrix.",
"benchmarks": [
{
"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": 10,
"reliability": "medium",
"median": 57,
"p25": 49.25,
"p75": 69.38,
"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": 399,
"p25": 150,
"p75": 999,
"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": 7,
"reliability": "medium",
"median": 22,
"p25": 9.79,
"p75": 564.49,
"status": "ok"
}
],
"warnings": [
"This niche currently has sufficient agent pricing but insufficient MCP pricing."
],
"full_pricing_via": {
"tool": "price_benchmark",
"arguments": {
"niche": "enterprise-ai-platform"
},
"note": "add provider_type + buyer_tier for a specific cohort"
}
},
"page_url": "https://agentery.com/market/enterprise-ai-platform",
"counts": {
"listings_with_price_capture": 72,
"listings_with_observed_public_price": 36,
"providers_with_numeric_monthly_price_latest_scan": 18,
"like_for_like_comparable_pairs": 16
},
"movement": {
"d": {
"published": false,
"value_pct": null,
"held_reason": null
},
"w": {
"published": false,
"value_pct": null,
"held_reason": null
},
"m": {
"published": false,
"value_pct": null,
"held_reason": null
}
},
"pricing_version": "cohorts-1",
"pricing_status": "ok",
"pricing_by_tier": [
{
"tier": "individual",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 65.5,
"provider_count": 8,
"plan_observation_count": 11,
"data_confidence": 0.64,
"data_confidence_basis": {
"provider_component": 0.67,
"observation_component": 0.55,
"provider_count": 8,
"plan_observation_count": 11
},
"reliability": "medium",
"members": [
{
"provider": "clarista",
"usd": 2.92
},
{
"provider": "lyzr_ai",
"usd": 8.33
},
{
"provider": "ara_hub",
"usd": 11.25
},
{
"provider": "minimax",
"usd": 22
},
{
"provider": "sparkient",
"usd": 109
},
{
"provider": "ai_agent_advisor_maybe",
"usd": 129.98
},
{
"provider": "zbrain",
"usd": 999
},
{
"provider": "connectify_executive_copilot",
"usd": 3000
}
],
"p25": 10.52,
"p75": 347.24
},
{
"tier": "pro",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 57,
"provider_count": 10,
"plan_observation_count": 16,
"data_confidence": 0.83,
"data_confidence_basis": {
"provider_component": 0.83,
"observation_component": 0.8,
"provider_count": 10,
"plan_observation_count": 16
},
"reliability": "medium",
"members": [
{
"provider": "bailian_cli",
"usd": 0.31
},
{
"provider": "mrp_agent",
"usd": 19
},
{
"provider": "portkey_ai",
"usd": 49
},
{
"provider": "imagga_beam",
"usd": 50
},
{
"provider": "minimax",
"usd": 54
},
{
"provider": "katonic",
"usd": 60
},
{
"provider": "ai_agents",
"usd": 60
},
{
"provider": "magicrew",
"usd": 72.5
},
{
"provider": "ara_hub",
"usd": 73.5
},
{
"provider": "dust_tt",
"usd": 82.08
}
],
"p25": 49.25,
"p75": 69.38
},
{
"tier": "team_sme",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 399,
"provider_count": 9,
"plan_observation_count": 12,
"data_confidence": 0.72,
"data_confidence_basis": {
"provider_component": 0.75,
"observation_component": 0.6,
"provider_count": 9,
"plan_observation_count": 12
},
"reliability": "medium",
"members": [
{
"provider": "minimax",
"usd": 130
},
{
"provider": "ara_hub",
"usd": 142.5
},
{
"provider": "katonic",
"usd": 150
},
{
"provider": "magicrew",
"usd": 300
},
{
"provider": "mrp_agent",
"usd": 399
},
{
"provider": "ai_agent_advisor_maybe",
"usd": 464.98
},
{
"provider": "zbrain",
"usd": 999
},
{
"provider": "imagga_beam",
"usd": 3990
},
{
"provider": "connectify_executive_copilot",
"usd": 6000
}
],
"p25": 150,
"p75": 999
},
{
"tier": "enterprise",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 6649.5,
"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": "sparkient",
"usd": 1299
},
{
"provider": "connectify_executive_copilot",
"usd": 12000
}
]
}
],
"pricing_coverage": {
"listings_with_price_capture": 72,
"listings_with_observed_public_price": 36,
"normalized_observations": 43,
"comparable_providers": 17,
"strict_cohorts": 4,
"exclusion_reasons": {
"ambiguous_cadence": 18,
"usage_not_monthly": 9,
"one_time": 8,
"unrankable_or_unparseable": 2,
"free_or_zero": 1,
"range": 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": {
"ambiguous_cadence": 18,
"usage_not_monthly": 9,
"one_time": 8,
"unrankable_or_unparseable": 2,
"free_or_zero": 1,
"range": 1
},
"billing_mix": {
"subscription": 6,
"usage": 3,
"contact_sales": 11,
"freemium": 11,
"free": 3,
"one-time": 2
},
"free_tier_share": 0.39,
"top_providers": [
{
"agent_id": "dust_tt",
"name": "Dust Tt",
"price": {
"commercial": {
"entry_offer": {
"line": "Pro",
"monthly_native": 24,
"monthly_usd": 26.86,
"commitment": "monthly",
"basis": "€24/month",
"billing_verified": true
},
"currency": "EUR",
"notes": [
"prices in EUR as published; USD figures are conversions at 2026-10-14"
],
"lines": [
{
"name": "Free",
"price": "0€",
"kind": "free",
"billed": "monthly"
},
{
"name": "Pro",
"price": "24€",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Max",
"price": "120€",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Enterprise",
"price": "Talk to sales",
"kind": "custom"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 26.86,
"monthly_usd": 26.86,
"headline": "Free plan; paid from €24/mo",
"summary": "Free plan; paid from €24/mo. Dust offers a free lifetime-credit tier, paid Pro and Max plans priced monthly per seat, and an Enterprise plan with custom pricing."
},
"observed": true
},
{
"agent_id": "katonic",
"name": "ACE Co-pilot",
"price": {
"commercial": {
"entry_offer": {
"line": "Copilot Seat",
"monthly_native": 45,
"monthly_usd": 45,
"commitment": "monthly",
"basis": "$45/month",
"billing_verified": true
},
"rates": [
{
"line": "GPU Hour (H100)",
"per": "per unit",
"text": "$4.5 per unit"
},
{
"line": "LLM API",
"per": "per unit",
"text": "$6 per unit"
},
{
"line": "Model Serving",
"per": "per unit",
"text": "$1.2 per unit"
}
],
"currency": "USD",
"notes": [
"other prices: Fine-Tuning Job $500 (one-time)"
],
"lines": [
{
"name": "GPU Hour (H100)",
"price": "$4.50",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "LLM API",
"price": "$6.00",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "Copilot Seat",
"price": "$45",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Fine-Tuning Job",
"price": "$500",
"kind": "one_off",
"billed": "one_off"
},
{
"name": "Agent Deployment",
"price": "$150",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Notebook Environment",
"price": "$75",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Model Serving",
"price": "$1.20",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
}
]
},
"observed": true,
"billing": "usage",
"lowest_monthly_usd": 45,
"monthly_usd": 45,
"headline": "From $45/mo",
"summary": "From $45/mo. Katonic publicly shows illustrative customer prices ranging from $45 per month for a Copilot seat to usage-based GPU, API, and model-serving rates plus a $500 fine-tuning job."
},
"observed": true
},
{
"agent_id": "lyzr_ai",
"name": "Lyzr",
"price": {
"commercial": {
"entry_offer": {
"line": "Starting",
"monthly_native": 8333.33,
"monthly_usd": 8333.333333333334,
"commitment": "annual",
"basis": "$100,000/year (annual commitment) = $8,333/month equivalent"
},
"currency": "USD",
"lines": [
{
"name": "Free",
"price": "$0",
"kind": "free",
"billed": "monthly"
},
{
"name": "Starting",
"price": "$100K a year",
"kind": "base_subscription",
"billed": "annually"
},
{
"name": "Custom",
"price": "Custom",
"kind": "custom"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 8333.333333333334,
"monthly_usd": 8333.333333333334,
"headline": "Free plan; paid from $8,333/mo (annual commitment)",
"summary": "Free plan; paid from $8,333/mo (annual commitment). Lyzr publicly lists a free-forever option, a paid offering starting at $100K per year, and custom pricing."
},
"observed": true
},
{
"agent_id": "portkey_ai",
"name": "Portkey AI",
"price": {
"commercial": {
"entry_offer": {
"line": "Production",
"monthly_native": 49,
"monthly_usd": 49,
"commitment": "monthly",
"basis": "$49/month",
"billing_verified": true
},
"currency": "USD",
"lines": [
{
"name": "Developer",
"price": "Free",
"kind": "free",
"billed": "monthly"
},
{
"name": "Production",
"price": "$49/month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Enterprise",
"price": "Custom Pricing",
"kind": "custom"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 49,
"monthly_usd": 49,
"headline": "Free plan; paid from $49/mo",
"summary": "Free plan; paid from $49/mo. Portkey offers a free tier for development, a $49/month production plan with usage-based overages, and custom enterprise pricing for high-volume workloads."
},
"observed": true
},
{
"agent_id": "simosphere_ai",
"name": "SIMOSphere AI",
"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."
},
"observed": false
}
],
"suggested_next_calls": [
{
"tool": "price_benchmark",
"arguments": {
"niche": "enterprise-ai-platform"
},
"purpose": "full observed price distribution + per-tier medians for this niche"
},
{
"tool": "niche_report",
"arguments": {
"niche": "enterprise-ai-platform",
"response_mode": "full"
},
"purpose": "the complete report incl. index series and tier decomposition"
},
{
"tool": "suggest_alternatives",
"arguments": {
"agent_id": "dust_tt"
},
"purpose": "comparable (optionally cheaper) providers to a named agent"
},
{
"tool": "get_agent_profile",
"arguments": {
"agent_id": "dust_tt"
},
"purpose": "full profile, integrations and pricing for one provider"
}
]
}
}Full market
22 providers, one sortable view
Dense enough for many listings; progressive disclosure keeps mobile usable.
ProviderTypeFromVs niche medianLiveness
Dust TtBuilds and runs company-internal AI agents that connect to business data and tools to perform tasks across departments (e.g. lead qualification, ticket routing…
LyzrProvides a platform to build, test, deploy and govern enterprise AI agents across functions like HR, sales, support, marketing, banking and insurance
Portkey AIProvides an AI gateway, observability, guardrails, governance, and prompt management for production GenAI applications; routes and manages access to 1,600+ LLM…
SparkientMake structured decisions in under 100ms — faster than any LLM API call. Define any decision type your app needs, train a lightweight ML model from AI-generate…
Querypie AiProvides an enterprise AI platform that connects tools via an MCP gateway and supports building custom AI agents and AI transformation
Your AI Agent AdvisorProvides a personalised AI strategy/roadmap and recommendations to guide businesses on AI adoption and agent selection
Imagga AI capabilities via BeamIntegrates Imagga's image recognition (image tagging, categorization, visual search, content moderation) into Beam AI agentic workflows to automate operations
MRP Agentunclear
BailianAlibaba Cloud's official command-line tool for AI agents to access multimodal capabilities: text, dialogue, image/video generation, TTS/ASR, web search, RAG, m…
Connectify Executive CopilotExecutive AI copilot for leadership teams that enables natural language queries of business data (EBITDA, cash, pipeline) without SQL. Transforms SOPs into exe…
MagicrewOpen-source enterprise AI agent platform combining generalist AI agents, workflow engine, instant messaging, and collaborative office tools. Features budget co…
MaxkbOpen-source enterprise AI agent platform supporting RAG knowledge bases, private DeepSeek deployment, customer service agents, office assistants, and workflow…
MinimaxAI company offering frontier multimodal models (M3, M2.7, M2.5) with 1M context, coding/agentic capabilities, and agent products including MiniMax Code and Age…
StackaiEnterprise AI agent platform with drag-and-drop no-code builder. Deploy secure, compliant AI agents at scale with 100+ integrations, multi-tenant deployment op…
TrelentPrivate AI platform for automating sensitive workflows in regulated industries. Provides self-hosted APIs with data ingestion, intelligent search, and agent or…
ZbrainEnterprise generative AI platform that builds custom AI agents and applications for businesses across industries. Offers pre-built agents for customer support,…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.