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Autonomous Code Generation

Query this niche via MCPmarket_report({ query: "Autonomous Code Generation", response_mode: "summary" })
active marketmarket pulse 46/100commercial money present0 new builders in 30d81 listings
basis: all observed monthly plans · commercial-form-v2
Agents · median
$40/mo
$19–$100 middle half · 17 providers · median of every priced plan point, all tiers
MCP servers · median
$29/mo
$20–$174 middle half · 3 providers · median of every priced plan point, all tiers · thin evidence
1.4×

Agents cost 1.4× MCPs across all tiers — median $40 vs $29. Two different markets; a blended figure would mislead either buyer.

All plans — Agents vs MCPs

each dot = one provider · log scale
Agents $40
Staff Rip · $6
ora · $9
Replit Agent4 · $20
syntropy · $35
Replicas Dev · $50
autocoder · $9
Refact Ai · $10
Codegpt Ai · $10
Mistral Vibe · $15
ora · $19
lanes · $19
Wiggum Cli · $29
Kiro Dev · $40
qoder · $40
factory · $100
Replit Agent4 · $100
Claude Code · $100
Devin Ai · $110
Twill Ai · $125
ora · $49
Devin Ai · $80
Kiro Dev · $200
qoder · $200
Replicas Dev · $200
syntropy · $1,000
MCP servers $29
mcptask · $18
keelen · $29
mcptask · $14
sinatra · $20
keelen · $79
sinatra · $174
keelen · $299
$5
$10
$25
$50
$100
$250
$500
$1,000
AgentsMCP serversshaded = middle half · line = median
What the figures on this page are. This page is Agentery's fixed-niche view of Autonomous Code Generation (latest observation 2026-10-22T03:52:57.563Z). 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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  "niche": "autonomous-code-generation",
  "parent_sector": "developer-tools-infra",
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    "provider_type_methodology_published_at": "2026-07-31",
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    "recommendation_reason": "Choose the cohort according to the commercial delivery type being assessed.",
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    "context_note": null
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        "dayChangePct": 0
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      {
        "day": "2026-10-09",
        "index": 94.803,
        "pairs": 34,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-10",
        "index": 94.803,
        "pairs": 36,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-11",
        "index": 94.803,
        "pairs": 36,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-12",
        "index": 94.803,
        "pairs": 37,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-13",
        "index": 94.803,
        "pairs": 35,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-14",
        "index": 94.803,
        "pairs": 34,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-15",
        "index": 94.803,
        "pairs": 32,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-16",
        "index": 94.803,
        "pairs": 32,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-17",
        "index": 94.803,
        "pairs": 34,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-18",
        "index": 94.803,
        "pairs": 33,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-19",
        "index": 94.803,
        "pairs": 32,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-20",
        "index": 94.803,
        "pairs": 34,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-21",
        "index": 94.803,
        "pairs": 35,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-22",
        "index": 94.803,
        "pairs": 35,
        "dayChangePct": 0
      }
    ],
    "latest": 94.803,
    "day_change_pct": 0,
    "methodology": "Chained daily price index, base 100 on the first priced scan day (29 Jun 2026). The overall index is the COMPOSITE of the four buyer-tier indices (individual / pro / team&sme / enterprise): each day it moves by the equal-weighted average of the tiers' moves. Each tier index is like-for-like — only agents priced on both consecutive scan days (per-agent ratios, geometric mean, clipped to [0.2, 5]) — so composition changes (agents revealing or hiding prices) can never move it."
  },
  "top_agents": [
    {
      "agent_id": "claude_code",
      "name": "Claude Code",
      "url": "https://www.anthropic.com/product/claude-code",
      "short_summary": "Agentic coding: reads codebases, makes changes across files, runs tests, executes toolchain commands, manages CI failures, and delivers committed code",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Pro (annual billing)",
            "monthly_native": 17,
            "monthly_usd": 17,
            "commitment": "monthly",
            "basis": "$17/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$20 if billed monthly",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Pro (annual billing)",
              "price": "$17 per month with annual subscription discount ($200 billed up front)",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Max 5x",
              "price": "$100 per month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Max 20x",
              "price": "$200 per month",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 17,
        "monthly_usd": 17,
        "headline": "Free plan; paid from $17/mo",
        "summary": "Free plan; paid from $17/mo. Claude offers a permanent free plan, Pro at $20 month-to-month or $17 per month with annual billing, and Max tiers at $100 and $200 per month."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "codex",
      "name": "Codex",
      "url": "https://developers.openai.com/codex/ide",
      "short_summary": "reads, edits, and runs code to help developers build software, fix bugs, and understand unfamiliar code",
      "price": {
        "commercial": {
          "rates": [
            {
              "line": "gpt-6-luna",
              "per": "per 1m token",
              "text": "$0.1 per 1m token"
            },
            {
              "line": "gpt-6.1-sol",
              "per": "per 1m token",
              "text": "$2 per 1m token"
            },
            {
              "line": "gpt-6-astra",
              "per": "per 1m token",
              "text": "$10 per 1m token"
            },
            {
              "line": "gpt-image-2.5-sunburst — Image",
              "per": "per 1m token",
              "text": "$8 per 1m token"
            },
            {
              "line": "gpt-image-2.5-sunburst — Text",
              "per": "per 1m token",
              "text": "$5 per 1m token"
            },
            {
              "line": "gpt-image-2.5-flare — Image",
              "per": "per 1m token",
              "text": "$8 per 1m token"
            },
            {
              "line": "gpt-image-2.5-flare — Text",
              "per": "per 1m token",
              "text": "$5 per 1m token"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "gpt-6-luna",
              "price": "$0.10 per 1M tokens",
              "kind": "usage_rate",
              "unit": "1m token",
              "billed": "usage"
            },
            {
              "name": "gpt-6.1-sol",
              "price": "$2.00 per 1M tokens",
              "kind": "usage_rate",
              "unit": "1m token",
              "billed": "usage"
            },
            {
              "name": "gpt-6-astra",
              "price": "$10.00 per 1M tokens",
              "kind": "usage_rate",
              "unit": "1m token",
              "billed": "usage"
            },
            {
              "name": "gpt-image-2.5-sunburst — Image",
              "price": "$8.00 per 1M tokens",
              "kind": "usage_rate",
              "unit": "1m token",
              "billed": "usage"
            },
            {
              "name": "gpt-image-2.5-sunburst — Text",
              "price": "$5.00 per 1M tokens",
              "kind": "usage_rate",
              "unit": "1m token",
              "billed": "usage"
            },
            {
              "name": "gpt-image-2.5-flare — Image",
              "price": "$8.00 per 1M tokens",
              "kind": "usage_rate",
              "unit": "1m token",
              "billed": "usage"
            },
            {
              "name": "gpt-image-2.5-flare — Text",
              "price": "$5.00 per 1M tokens",
              "kind": "usage_rate",
              "unit": "1m token",
              "billed": "usage"
            }
          ]
        },
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "$0.1 per 1m token; $2 per 1m token (usage-based)",
        "summary": "$0.1 per 1m token; $2 per 1m token (usage-based). The public pricing page lists model-specific API rates per 1M tokens, with the lowest observed input rate of $0.10 per 1M tokens and no fixed monthly subscription price shown."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "contribai",
      "name": "ContribAI",
      "url": "https://github.com/tang-vu/ContribAI",
      "short_summary": "Autonomously discovers open source repos, analyzes code, generates fixes, and submits pull requests to GitHub projects",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing was observed on the homepage or in the available page context."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "deepcode",
      "name": "DeepCode",
      "url": "https://github.com/HKUDS/DeepCode",
      "short_summary": "Agentic code generation: converts research papers and natural language into production-ready code (Paper2Code, Text2Web, Text2Backend)",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing is shown in the supplied homepage context for this open-source GitHub project."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "devin_ai",
      "name": "Devin",
      "url": "https://devin.ai/",
      "short_summary": "Autonomous AI software engineer that plans and executes complex engineering tasks including code migrations, refactors, PR review, visual QA, bug fixing, issue…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Pro",
            "monthly_native": 20,
            "monthly_usd": 20,
            "commitment": "monthly",
            "basis": "$20/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "$0/month",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$20/month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Max",
              "price": "$200/month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Teams",
              "price": "$80/MO",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Enterprise",
              "price": "Let's talk",
              "kind": "unknown"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 20,
        "monthly_usd": 20,
        "headline": "Free plan; paid from $20/mo",
        "summary": "Free plan; paid from $20/mo. Devin offers a free tier, individual paid plans at $20 and $200 per month, a team plan starting at $80 per month plus $40 per full Dev seat, and custom enterprise pricing."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "github_anomalycoopencode_the_o",
      "name": "Github Anomalycoopencode The",
      "url": "https://github.com/anomalyco/opencode",
      "short_summary": "AI coding agent for software development work, code exploration, and multistep tasks",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing is shown in the supplied homepage context."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "github_damianedwardscopilotd_a",
      "name": "Github Damianedwardscopilotd",
      "url": "https://github.com/DamianEdwards/copilotd",
      "short_summary": "watches GitHub repos for issues and pull requests matching configurable dispatch rules and automatically spawns remote-enabled Copilot CLI sessions to work on…",
      "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 copilotd in the supplied homepage content."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "ibm_ai_coding_agent",
      "name": "IBM Bob",
      "url": "https://www.ibm.com/products/ai-coding-agent",
      "short_summary": "AI coding agent that accelerates software development, automates testing, modernizes legacy code, and strengthens secure delivery across the SDLC",
      "price": {
        "commercial": {
          "rates": [
            {
              "line": "Pro",
              "per": "per instance",
              "text": "$20 per instance"
            },
            {
              "line": "Pro+",
              "per": "per instance",
              "text": "$60 per instance"
            },
            {
              "line": "Ultra",
              "per": "per instance",
              "text": "$200 per instance"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "IBM Bob Trial",
              "price": "Free trial",
              "kind": "trial"
            },
            {
              "name": "Pro",
              "price": "$20.00 USD per instance*",
              "kind": "usage_rate",
              "unit": "instance",
              "billed": "usage"
            },
            {
              "name": "Pro+",
              "price": "$60.00 USD per instance*",
              "kind": "usage_rate",
              "unit": "instance",
              "billed": "usage"
            },
            {
              "name": "Ultra",
              "price": "$200.00 USD per instance*",
              "kind": "usage_rate",
              "unit": "instance",
              "billed": "usage"
            },
            {
              "name": "Enterprise",
              "price": "Contact us",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "$20 per instance; $60 per instance (usage-based)",
        "summary": "$20 per instance; $60 per instance (usage-based). IBM Bob lists Pro, Pro+, and Ultra plans starting at $20.00, $60.00, and $200.00 USD per instance, with monthly/annual billing indicated but no separate billing-period prices shown."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "jules",
      "name": "Jules",
      "url": "https://jules.google/",
      "short_summary": "performs coding tasks such as bug fixing, version bumps, writing tests, and refactoring code",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "The homepage describes Jules, Jules in Pro, and Jules in Ultra with task and concurrency limits but does not show public prices."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "junie",
      "name": "Junie",
      "url": "https://www.jetbrains.com/junie/",
      "short_summary": "AI coding agent that understands code structure and relationships, explores projects, proposes execution plans, writes and tests code, runs inspections and tes…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "AI Pro",
            "monthly_native": 8.33,
            "monthly_usd": 8.33,
            "commitment": "monthly",
            "basis": "$8.33 per user/month × 1",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "Free",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "AI Pro",
              "price": "$8.33 per user, per month",
              "kind": "base_subscription",
              "unit": "user",
              "billed": "monthly"
            },
            {
              "name": "AI Ultimate",
              "price": "$25.00 per user, per month",
              "kind": "base_subscription",
              "unit": "user",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 8.33,
        "monthly_usd": 8.33,
        "headline": "Free plan; paid from $8.33/mo ($8.33 per user/month × 1)",
        "summary": "Free plan; paid from $8.33/mo ($8.33 per user/month × 1). JetBrains Junie offers a free tier with 5 included AI credits, plus AI Pro at $8.33 per user per month and AI Ultimate at $25.00 per user per month, with AI usage billed separately on the free tier."
      },
      "evidence_quality": "high",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [
    {
      "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
    },
    {
      "agent_id": "autogpt",
      "name": "Auto-GPT",
      "url": "https://raw.githubusercontent.com/e2b-dev/awesome-ai-agents/main/README.md",
      "short_summary": "Experimental open-source attempt to make GPT-4 fully autonomous using chained LLM thoughts to achieve goals",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing information was observed in the supplied homepage content."
      },
      "home_niche": "agent-framework-open-source",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "genericagent",
      "name": "GenericAgent",
      "url": "https://github.com/lsdefine/GenericAgent",
      "short_summary": "Autonomous self-evolving agent that executes computer tasks—browser automation, terminal/file control, keyboard/mouse input, screen vision, mobile (ADB) contro…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing information was found for GenericAgent."
      },
      "home_niche": "self-evolving-agent-framework",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "iclr_cc",
      "name": "Iclr Cc",
      "url": "https://iclr.cc/virtual/2025/33149",
      "short_summary": "autonomously interacts with computers through a Graphical User Interface (GUI) to automate complex, multi-step computer tasks",
      "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": "agent-framework-open-source",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "motion_anything",
      "name": "Motion Anything",
      "url": "https://github.com/nexu-io/motion-anything",
      "short_summary": "Open-source, chat-native motion engine that generates animated pages and videos from natural language descriptions. Features 8 coding-agent engines, 403 motion…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing was observed in the supplied homepage content, and no pricing page was available."
      },
      "home_niche": "ai-video-generation",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "neomjs",
      "name": "Neomjs",
      "url": "https://neomjs.com",
      "short_summary": "Self-evolving software organism that deploys AI engineering teams as swarms into live applications via Neural Link and DreamService for autonomous development…",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "0USD",
              "price": "0USD",
              "kind": "free",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "Free. The homepage's structured data indicates an offer priced at $0, with no additional plan details visible."
      },
      "home_niche": "self-evolving-agent-framework",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "oak",
      "name": "Oak",
      "url": "https://oak.space/",
      "short_summary": "Version control and storage layer designed for autonomous coding agents. Provides faster snapshots, lazy repo mounting, and optimized workflows for agent-based…",
      "price": {
        "observed": false,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "Oak is currently free during beta, while the site says it intends to charge $10 per month for individuals and $30 per seat per month for teams when billing returns."
      },
      "home_niche": "agent-framework-open-source",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "swe_rex",
      "name": "Swe Rex",
      "url": "https://github.com/SWE-agent/SWE-ReX",
      "short_summary": "Sandboxed code execution framework for AI agents. Provides runtime interface for shell environments locally or in cloud (Docker, AWS, Modal). Supports massivel…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing is shown in the available repository homepage content."
      },
      "home_niche": "sandboxed-code-execution",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/autonomous-code-generation",
  "summary": {
    "niche": "autonomous-code-generation",
    "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 $35/mo (14 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": 14,
          "reliability": "high",
          "median": 34.5,
          "p25": 15.99,
          "p75": 100,
          "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": 6,
          "reliability": "medium",
          "median": 200,
          "p25": 110,
          "p75": 200,
          "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": 5,
          "reliability": "medium",
          "median": 20,
          "p25": 9,
          "p75": 35,
          "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": 20,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "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": 2,
          "reliability": "low",
          "median": null,
          "p25": null,
          "p75": null,
          "status": "observed_offers_only",
          "observed_offers": [
            18.24,
            29
          ]
        },
        {
          "provider_type": "mcp",
          "provider_type_label": "MCP servers",
          "buyer_tier": "team_sme",
          "buyer_tier_label": "Team / SME",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 2,
          "reliability": "low",
          "median": null,
          "p25": null,
          "p75": null,
          "status": "observed_offers_only",
          "observed_offers": [
            174,
            299
          ]
        }
      ],
      "warnings": [],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "autonomous-code-generation"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/autonomous-code-generation",
    "counts": {
      "listings_with_price_capture": 81,
      "listings_with_observed_public_price": 34,
      "providers_with_numeric_monthly_price_latest_scan": 21,
      "like_for_like_comparable_pairs": 20
    },
    "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": 20,
        "provider_count": 7,
        "plan_observation_count": 8,
        "data_confidence": 0.55,
        "data_confidence_basis": {
          "provider_component": 0.58,
          "observation_component": 0.4,
          "provider_count": 7,
          "plan_observation_count": 8
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "staff_rip",
            "usd": 5.7
          },
          {
            "provider": "ora",
            "usd": 9
          },
          {
            "provider": "mcptask",
            "usd": 18.24
          },
          {
            "provider": "replit_agent4",
            "usd": 20
          },
          {
            "provider": "keelen",
            "usd": 29
          },
          {
            "provider": "syntropy",
            "usd": 35
          },
          {
            "provider": "replicas_dev",
            "usd": 50
          }
        ],
        "p25": 13.62,
        "p75": 32
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 29,
        "provider_count": 17,
        "plan_observation_count": 27,
        "data_confidence": 1,
        "data_confidence_basis": {
          "provider_component": 1,
          "observation_component": 1,
          "provider_count": 17,
          "plan_observation_count": 27
        },
        "reliability": "high",
        "members": [
          {
            "provider": "autocoder",
            "usd": 9.44
          },
          {
            "provider": "refact_ai",
            "usd": 10
          },
          {
            "provider": "codegpt_ai",
            "usd": 10
          },
          {
            "provider": "mcptask",
            "usd": 13.68
          },
          {
            "provider": "mistral_vibe",
            "usd": 14.99
          },
          {
            "provider": "ora",
            "usd": 19
          },
          {
            "provider": "lanes",
            "usd": 19
          },
          {
            "provider": "sinatra",
            "usd": 20
          },
          {
            "provider": "wiggum_cli",
            "usd": 29
          },
          {
            "provider": "qoder",
            "usd": 40
          },
          {
            "provider": "kiro_dev",
            "usd": 40
          },
          {
            "provider": "keelen",
            "usd": 79
          },
          {
            "provider": "replit_agent4",
            "usd": 100
          },
          {
            "provider": "claude_code",
            "usd": 100
          },
          {
            "provider": "factory",
            "usd": 100
          },
          {
            "provider": "devin_ai",
            "usd": 110
          },
          {
            "provider": "twill_ai",
            "usd": 125
          }
        ],
        "p25": 14.99,
        "p75": 100
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 200,
        "provider_count": 8,
        "plan_observation_count": 9,
        "data_confidence": 0.62,
        "data_confidence_basis": {
          "provider_component": 0.67,
          "observation_component": 0.45,
          "provider_count": 8,
          "plan_observation_count": 9
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "ora",
            "usd": 49
          },
          {
            "provider": "devin_ai",
            "usd": 80
          },
          {
            "provider": "sinatra",
            "usd": 174
          },
          {
            "provider": "qoder",
            "usd": 200
          },
          {
            "provider": "replicas_dev",
            "usd": 200
          },
          {
            "provider": "kiro_dev",
            "usd": 200
          },
          {
            "provider": "keelen",
            "usd": 299
          },
          {
            "provider": "syntropy",
            "usd": 1000
          }
        ],
        "p25": 150.5,
        "p75": 224.75
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "per_seat",
        "median": 30,
        "provider_count": 3,
        "plan_observation_count": 3,
        "data_confidence": 0.23,
        "data_confidence_basis": {
          "provider_component": 0.25,
          "observation_component": 0.15,
          "provider_count": 3,
          "plan_observation_count": 3
        },
        "reliability": "low",
        "members": [
          {
            "provider": "wiggum_cli",
            "usd": 29
          },
          {
            "provider": "codegpt_ai",
            "usd": 30
          },
          {
            "provider": "factory",
            "usd": 60
          }
        ]
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "per_user",
        "median": 19.99,
        "provider_count": 2,
        "plan_observation_count": 2,
        "data_confidence": 0.15,
        "data_confidence_basis": {
          "provider_component": 0.17,
          "observation_component": 0.1,
          "provider_count": 2,
          "plan_observation_count": 2
        },
        "reliability": "low",
        "members": [
          {
            "provider": "kilo_code",
            "usd": 15
          },
          {
            "provider": "mistral_vibe",
            "usd": 24.99
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 81,
      "listings_with_observed_public_price": 34,
      "normalized_observations": 49,
      "comparable_providers": 21,
      "strict_cohorts": 5,
      "exclusion_reasons": {
        "ambiguous_cadence": 17,
        "usage_not_monthly": 24,
        "unrankable_or_unparseable": 5
      }
    },
    "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": 17,
      "usage_not_monthly": 24,
      "unrankable_or_unparseable": 5
    },
    "billing_mix": {
      "free": 9,
      "subscription": 7,
      "freemium": 16,
      "usage": 2
    },
    "free_tier_share": 0.74,
    "top_providers": [
      {
        "agent_id": "claude_code",
        "name": "Claude Code",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Pro (annual billing)",
              "monthly_native": 17,
              "monthly_usd": 17,
              "commitment": "monthly",
              "basis": "$17/month",
              "billing_verified": true
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Free",
                "price": "$0",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Pro",
                "price": "$20 if billed monthly",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Pro (annual billing)",
                "price": "$17 per month with annual subscription discount ($200 billed up front)",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Max 5x",
                "price": "$100 per month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Max 20x",
                "price": "$200 per month",
                "kind": "base_subscription",
                "billed": "monthly"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 17,
          "monthly_usd": 17,
          "headline": "Free plan; paid from $17/mo",
          "summary": "Free plan; paid from $17/mo. Claude offers a permanent free plan, Pro at $20 month-to-month or $17 per month with annual billing, and Max tiers at $100 and $200 per month."
        },
        "observed": true
      },
      {
        "agent_id": "codex",
        "name": "Codex",
        "price": {
          "commercial": {
            "rates": [
              {
                "line": "gpt-6-luna",
                "per": "per 1m token",
                "text": "$0.1 per 1m token"
              },
              {
                "line": "gpt-6.1-sol",
                "per": "per 1m token",
                "text": "$2 per 1m token"
              },
              {
                "line": "gpt-6-astra",
                "per": "per 1m token",
                "text": "$10 per 1m token"
              },
              {
                "line": "gpt-image-2.5-sunburst — Image",
                "per": "per 1m token",
                "text": "$8 per 1m token"
              },
              {
                "line": "gpt-image-2.5-sunburst — Text",
                "per": "per 1m token",
                "text": "$5 per 1m token"
              },
              {
                "line": "gpt-image-2.5-flare — Image",
                "per": "per 1m token",
                "text": "$8 per 1m token"
              },
              {
                "line": "gpt-image-2.5-flare — Text",
                "per": "per 1m token",
                "text": "$5 per 1m token"
              }
            ],
            "currency": "USD",
            "lines": [
              {
                "name": "gpt-6-luna",
                "price": "$0.10 per 1M tokens",
                "kind": "usage_rate",
                "unit": "1m token",
                "billed": "usage"
              },
              {
                "name": "gpt-6.1-sol",
                "price": "$2.00 per 1M tokens",
                "kind": "usage_rate",
                "unit": "1m token",
                "billed": "usage"
              },
              {
                "name": "gpt-6-astra",
                "price": "$10.00 per 1M tokens",
                "kind": "usage_rate",
                "unit": "1m token",
                "billed": "usage"
              },
              {
                "name": "gpt-image-2.5-sunburst — Image",
                "price": "$8.00 per 1M tokens",
                "kind": "usage_rate",
                "unit": "1m token",
                "billed": "usage"
              },
              {
                "name": "gpt-image-2.5-sunburst — Text",
                "price": "$5.00 per 1M tokens",
                "kind": "usage_rate",
                "unit": "1m token",
                "billed": "usage"
              },
              {
                "name": "gpt-image-2.5-flare — Image",
                "price": "$8.00 per 1M tokens",
                "kind": "usage_rate",
                "unit": "1m token",
                "billed": "usage"
              },
              {
                "name": "gpt-image-2.5-flare — Text",
                "price": "$5.00 per 1M tokens",
                "kind": "usage_rate",
                "unit": "1m token",
                "billed": "usage"
              }
            ]
          },
          "observed": true,
          "billing": "usage",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "$0.1 per 1m token; $2 per 1m token (usage-based)",
          "summary": "$0.1 per 1m token; $2 per 1m token (usage-based). The public pricing page lists model-specific API rates per 1M tokens, with the lowest observed input rate of $0.10 per 1M tokens and no fixed monthly subscription price shown."
        },
        "observed": true
      },
      {
        "agent_id": "contribai",
        "name": "ContribAI",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public pricing was observed on the homepage or in the available page context."
        },
        "observed": false
      },
      {
        "agent_id": "deepcode",
        "name": "DeepCode",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public pricing is shown in the supplied homepage context for this open-source GitHub project."
        },
        "observed": false
      },
      {
        "agent_id": "devin_ai",
        "name": "Devin",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Pro",
              "monthly_native": 20,
              "monthly_usd": 20,
              "commitment": "monthly",
              "basis": "$20/month",
              "billing_verified": true
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Free",
                "price": "$0/month",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Pro",
                "price": "$20/month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Max",
                "price": "$200/month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Teams",
                "price": "$80/MO",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Enterprise",
                "price": "Let's talk",
                "kind": "unknown"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 20,
          "monthly_usd": 20,
          "headline": "Free plan; paid from $20/mo",
          "summary": "Free plan; paid from $20/mo. Devin offers a free tier, individual paid plans at $20 and $200 per month, a team plan starting at $80 per month plus $40 per full Dev seat, and custom enterprise pricing."
        },
        "observed": true
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "autonomous-code-generation"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "autonomous-code-generation",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "claude_code"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "claude_code"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}
Full market

33 providers, one sortable view

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

ProviderTypeFromVs niche medianLiveness
Claude CodeAgentic coding: reads codebases, makes changes across files, runs tests, executes toolchain commands, manages CI failures, and delivers committed code
agent$17from / mo41.4% below100% liveagent41.4% below median100% live
DevinAutonomous AI software engineer that plans and executes complex engineering tasks including code migrations, refactors, PR review, visual QA, bug fixing, issue…
agent$20from / mo31% below100% liveagent31% below median100% live
JunieAI coding agent that understands code structure and relationships, explores projects, proposes execution plans, writes and tests code, runs inspections and tes…
agent$8.33from / mo71.3% below100% liveagent71.3% below median100% live
Kilo CodeAI coding agent that writes, refactors, debugs code, plans architecture, reviews code, and runs autonomous cloud/scheduled agent tasks
mcp$15from / mo48.3% below100% livemcp48.3% below median100% live
Mistral VibeAI agent for long-horizon work and coding: researches, drafts and delivers documents/deliverables, automates multi-step workflows across systems, and writes/te…
agent$14.99from / mo48.3% below100% liveagent48.3% below median100% live
SuperNinjaAutonomously writes, tests, debugs, refactors, reviews, and deploys full applications from natural language prompts
mcpFree tierpaid plans vary—100% livemcp100% live
Qoderautonomous agentic coding — plans, generates, tests, and delivers software development tasks end to end, generates technical design docs and codebase wikis
agent$20from / mo31% below100% liveagent31% below median100% live
DDeepSeek-Reasonixautonomous AI coding agent that edits code, runs tests, and performs refactors in the terminal
agentFreefree to use—100% liveagent100% live
Staff Riplets non-developers describe a code change in plain language and ships it (frontend, backend, microservices, infra, data, tests, docs)
mcp$5.62from / mo80.6% below100% livemcp80.6% below median100% live
Twillautonomous software engineering—writes code, fixes bugs, opens PRs, runs tests, and automates recurring engineering tasks across multiple repos
agent$50from / mo72.4% above100% liveagent72.4% above median100% live
AutomakerAutonomously plans, writes, tests, and fixes code; manages development tasks via a Kanban board and executes them with AI agents
agentFreefree to use—100% liveagent100% live
CodeGPT AI Agentsbuilds and deploys AI coding agents for code generation, refactoring, autonomous debugging, planning, and multi-file editing, plus business workflow automation
mcp$10from / mo65.5% below100% livemcp65.5% below median100% live
CoderProvides infrastructure (cloud development environments) for running and governing autonomous coding agents alongside human developers
agentFree tierpaid plans vary—100% liveagent100% live
Factory Droidsautomates the software development lifecycle (SDLC): triage, code generation, validation, release, documentation, and monitoring
agent$20from / mo31% below100% liveagent31% below median100% live
KeelenAutonomous dev team steered from chat: connect a GitHub repo and your own Claude/Codex/GLM/Kimi key; plain-English requests become tested, merged PRs. Signup w…
mcp$29from / moat median100% livemcpat median100% live
Kiroagentic software development: manages intent, plans and completes long-running coding tasks across large codebases, and validates code correctness
agent$20from / mo31% below100% liveagent31% below median100% live
Mcptask**Autonomous AI developers on your own infrastructure – as many as you need.** Assign a task; the runner (Claude Code, Codex, OpenCode) on your machine works…
mcp$13.48from / mo53.5% below100% livemcp53.5% below median100% live
Refact.aiAutonomous AI coding agent that plans, executes, and deploys coding tasks, including coding, debugging, testing, code review, and autocompletion within the IDE
agent$10from / mo65.5% below100% liveagent65.5% below median100% live
Replicas Devruns background coding agents in sandboxed environments to complete engineering tasks and open pull requests
agent$50from / mo72.4% above100% liveagent72.4% above median100% live
Replit Agent4autonomously builds software applications, websites, mobile apps, decks, and videos from prompts, including design, back-end, database, auth, and front-end work
agent$20from / mo31% below100% liveagent31% below median100% live
SinatraHand coding tasks to a hosted agent. It works in its own sandbox on your GitHub repository and opens a draft pull request for your team to review. Start tasks…
mcp$20from / mo31% below100% livemcp31% below median100% live
Syntropyautonomously executes software engineering tasks from spec to fully tested pull request, including PRD generation, task breakdown, parallel coding, testing, an…
agent$20from / mo31% below100% liveagent31% below median100% live
TalkCodygenerates code as an AI coding agent for software development
mcpFreefree to use—100% livemcp100% live
AutocoderMulti-agent autonomous coding platform with 5 specialized AI agents (Discoverer, Planner, Executor, Verifier, Reviewer) that collaborate locally. BYOK architec…
agent$9.50from / mo67.2% below100% liveagent67.2% below median100% 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.