Coding Agent Model Infra
Query this niche via MCP
niche_report({ niche: "coding-agent-model-infra" })Agents · median
MCP servers · median
All plans — Agents vs MCPs
each dot = one provider · log scaleNo providers priced at the All tier yet.
All plans
0 pricedProvidervs its cohort medianMonthly
Position is relative to the provider's own delivery-type median at this tier — never a blended one.
This page is the human view of the MCP answer. The same structured `niche_report` / `price_benchmark` an agent receives over MCP or REST.
niche_reportprice_benchmark
See the MCP response behind this pageniche_report
{
"niche": "coding-agent-model-infra",
"parent_sector": "developer-tools-infra",
"provider_type_pricing": {
"slug": "coding-agent-model-infra",
"pricing_basis": "lowest_observed_monthly_usd",
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"provider_type_methodology_published_at": "2026-07-31",
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},
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"crowding_level": "emerging",
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"mcp-platform-provider",
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"database-query-agent"
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"provider": "zro",
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"billing": "usage",
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"offers": [
{
"provider": "relace",
"tier": "individual",
"billing": "usage",
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"price": "$1.00/million input tokens; $3.00/million output tokens",
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{
"provider": "relace",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$0.20/million input tokens; $0.20/million output tokens",
"monthly_usd": null
},
{
"provider": "relace",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$0.80/million input tokens; $1.20/million output tokens",
"monthly_usd": null
},
{
"provider": "relace",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$0.05/million input tokens",
"monthly_usd": null
},
{
"provider": "zro",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$0.02 per web search",
"monthly_usd": null
},
{
"provider": "zro",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$1.10 per 1M tokens",
"monthly_usd": null
},
{
"provider": "zro",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$0.14 per 1M tokens",
"monthly_usd": null
},
{
"provider": "zro",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$2.50 per 1M tokens",
"monthly_usd": null
}
]
},
{
"billing": "unspecified_period",
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"offers": [
{
"provider": "zro",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Custom",
"monthly_usd": null
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]
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],
"coverage": {
"priced_providers": 2,
"normalized_observations": 2,
"comparable_providers": 1,
"strict_cohorts": 0,
"exclusion_reasons": {
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"usage_not_monthly": 8
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}
}
},
"billingMix": {
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"usage": 1
},
"freeTierShare": 0,
"medianLowestUsd": 20
},
"movement": {
"niche": "coding-agent-model-infra",
"sector": "developer-tools-infra",
"pricedNow": 1,
"pairs": 1,
"repriced": [
{
"handle": "zro",
"from": 5,
"to": 20,
"pct": 300
}
],
"newlyPriced": [],
"droppedFromPriced": [],
"likeForLikePct": 300,
"kind": "repricing",
"narrative": "Genuine repricing: 1 agent repriced — all up (avg +300%)."
},
"index_series": {
"series": [
{
"day": "2026-07-08",
"index": 100,
"pairs": 0,
"dayChangePct": 0
},
{
"day": "2026-07-09",
"index": 100,
"pairs": 0,
"dayChangePct": 0
},
{
"day": "2026-07-10",
"index": 100,
"pairs": 0,
"dayChangePct": 0
},
{
"day": "2026-07-11",
"index": 100,
"pairs": 0,
"dayChangePct": 0
},
{
"day": "2026-07-12",
"index": 100,
"pairs": 0,
"dayChangePct": 0
},
{
"day": "2026-07-13",
"index": 100,
"pairs": 0,
"dayChangePct": 0
},
{
"day": "2026-07-14",
"index": 100,
"pairs": 0,
"dayChangePct": 0
},
{
"day": "2026-07-15",
"index": 100,
"pairs": 0,
"dayChangePct": 0
},
{
"day": "2026-07-16",
"index": 100,
"pairs": 0,
"dayChangePct": 0
},
{
"day": "2026-07-17",
"index": 100,
"pairs": 0,
"dayChangePct": 0
},
{
"day": "2026-07-18",
"index": 100,
"pairs": 0,
"dayChangePct": 0
},
{
"day": "2026-07-19",
"index": 100,
"pairs": 0,
"dayChangePct": 0
},
{
"day": "2026-07-20",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-07-21",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-07-22",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-07-23",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-07-24",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-07-25",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-07-26",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-07-27",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-07-28",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-07-29",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-07-30",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-07-31",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-08-01",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-08-02",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-08-03",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-08-04",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-08-05",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-08-06",
"index": 100,
"pairs": 1,
"dayChangePct": 0
}
],
"latest": 100,
"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": "relace",
"name": "Relace",
"url": "https://relace.ai/",
"short_summary": "Provides AI models and infrastructure for coding agents: code retrieval, code merging/applying file edits, and source control designed for agents",
"price": {
"observed": true,
"billing": "usage",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Paid (price not published)",
"summary": "Relace publishes usage-based pricing for individual models ranging from $0.05 to $3.00 per million tokens."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "cowagent_ai",
"name": "CowAgent Coding Plan",
"url": "https://docs.cowagent.ai/models/coding-plan",
"short_summary": "Provides configurable LLM models ('Coding Plan' mode) for coding tasks and high-frequency agent usage",
"price": {
"observed": false,
"billing": "unknown",
"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
},
{
"agent_id": "claude_cursor_proxy",
"name": "Claude Cursor Proxy",
"url": "https://github.com/YeautyYE/claude-cursor-proxy",
"short_summary": "An open-source local Anthropic-compatible proxy that lets Claude Code use Cursor models and additional backends such as Codex, Kimi, and Grok through translate…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing was observed for claude-cursor-proxy."
},
"evidence_quality": "unclear",
"upvotes": 0
},
{
"agent_id": "codex_provider",
"name": "Codex Provider",
"url": "https://github.com/protolabs42/codex-provider",
"short_summary": "Agent Zero plugin that bridges ChatGPT Pro/Plus/Team subscriptions to Agent Zero via OpenAI's Codex models, using OAuth authentication and a local proxy.",
"price": {
"observed": false,
"billing": "unknown",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "GitHub offers Free, Team at $4 per user/month, and Enterprise starting at $21 per user/month, with increasing collaboration, security, and support features."
},
"evidence_quality": "unclear",
"upvotes": 0
},
{
"agent_id": "kimi_code_mcp",
"name": "Kimi Code",
"url": "https://github.com/howardpen9/kimi-code-mcp#readme",
"short_summary": "MCP server integrating Kimi K2.5 (256K context) with Claude Code for bulk codebase analysis. Reduces Claude-side token costs ~90% via session caching and paral…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "The repository does not publish pricing for kimi-code-mcp; it notes that Kimi's separate subscription cost applies."
},
"evidence_quality": "unclear",
"upvotes": 0
},
{
"agent_id": "llm_router",
"name": "Llm Router",
"url": "https://github.com/ypollak2/llm-router",
"short_summary": "Universal LLM router for AI coding tools. Routes prompts to cheapest capable model, reduces costs 35–80%, with automatic fallback and local-first design. Works…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No reliable public pricing for llm-router is shown in the supplied repository context."
},
"evidence_quality": "unclear",
"upvotes": 0
},
{
"agent_id": "local_motion",
"name": "Local Motion",
"url": "https://github.com/mattmireles/local-motion",
"short_summary": "Open-source macOS tool that manages local coding agents for VS Code and Cursor. It selects compatible GGUF models, starts llama-server with a local OpenAI-comp…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing for Local Motion is shown in the supplied repository content."
},
"evidence_quality": "unclear",
"upvotes": 0
},
{
"agent_id": "locallama_mcp",
"name": "Locallama",
"url": "https://github.com/Heratiki/locallama-mcp",
"short_summary": "MCP server that routes coding tasks across local LLMs, free APIs, and paid models to optimize costs. Works with Claude Desktop, Cline, and Roo Code.",
"price": {
"observed": false,
"billing": "unknown",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public price found on the vendor site."
},
"evidence_quality": "unclear",
"upvotes": 0
},
{
"agent_id": "zro",
"name": "Zro",
"url": "https://zro.moonmath.ai/",
"short_summary": "Private open-model inference endpoint for coding agents, offering OpenAI- and Anthropic-compatible APIs from EU infrastructure with zero request retention and…",
"price": {
"observed": true,
"billing": "subscription",
"lowest_monthly_usd": 20,
"monthly_usd": 20,
"headline": "From $20/mo",
"summary": "From $20/mo. Zro offers Pro at $20/month and Max at $60/month, with custom enterprise plans, usage packs, web-search charges, and separate per-model token rates."
},
"evidence_quality": "unclear",
"upvotes": 0
}
],
"platforms_also_here": [
{
"agent_id": "claw_code",
"name": "Claw Code",
"url": "https://claw-code.codes/",
"short_summary": "open-source AI coding agent framework that reads codebases, edits files, executes commands, runs tests, handles Git, and iterates autonomously until a task is…",
"price": {
"observed": true,
"billing": "free",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Free",
"summary": "Claw Code is presented as an open-source framework with a $0 offer and no paid subscription prices publicly listed."
},
"home_niche": "agent-framework-open-source",
"also_covers": true,
"upvotes": 0
},
{
"agent_id": "minimax",
"name": "Minimax",
"url": "https://www.minimax.io/",
"short_summary": "AI company offering frontier multimodal models (M3, M2.7, M2.5) with 1M context, coding/agentic capabilities, and agent products including MiniMax Code and Age…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "The pricing page describes pay-as-you-go, prepaid packages, and monthly subscription categories but does not show public prices."
},
"home_niche": "enterprise-ai-platform",
"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": "unknown",
"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": "ultracodex",
"name": "Ultracodex",
"url": "https://github.com/YuanpingSong/ultracodex",
"short_summary": "Runtime for Claude Code workflow scripts that routes agent calls to OpenAI Codex or other backends. Enables quota arbitrage by using cheaper models for executi…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing for ultracodex is stated in the supplied project homepage content."
},
"home_niche": "agent-runtime-platform",
"also_covers": true,
"upvotes": 0
},
{
"agent_id": "void_editor",
"name": "Void Editor",
"url": "https://voideditor.com/",
"short_summary": "Open source AI code editor and IDE that connects directly to any LLM provider. Features autocomplete, inline editing, chat modes, and supports both private and…",
"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": "ide-coding-agent",
"also_covers": true,
"upvotes": 0
}
],
"page_url": "https://agentery.com/market/coding-agent-model-infra",
"summary": {
"niche": "coding-agent-model-infra",
"sector": "developer-tools-infra",
"pricing_by_provider_type": {
"headline": "No published benchmark for coding-agent-model-infra yet — too few comparable priced providers.",
"benchmarks": [],
"warnings": [
"No priced providers meet the benchmark bar for this scope."
],
"full_pricing_via": {
"tool": "price_benchmark",
"arguments": {
"niche": "coding-agent-model-infra"
},
"note": "add provider_type + buyer_tier for a specific cohort"
}
},
"page_url": "https://agentery.com/market/coding-agent-model-infra",
"counts": {
"listings_with_price_capture": 10,
"listings_with_observed_public_price": 2,
"providers_with_numeric_monthly_price_latest_scan": 1,
"like_for_like_comparable_pairs": 1
},
"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": "single_observation",
"pricing_by_tier": null,
"single_observations": [
{
"tier": "pro",
"unit": "flat",
"provider": "zro",
"monthly_usd": 40
}
],
"pricing_coverage": {
"listings_with_price_capture": 10,
"listings_with_observed_public_price": 2,
"normalized_observations": 2,
"comparable_providers": 1,
"strict_cohorts": 0,
"exclusion_reasons": {
"ambiguous_cadence": 1,
"usage_not_monthly": 8
}
},
"pricing_note": "Only ONE provider in this niche publishes a comparable price — returned as a single observation, NOT a benchmark, median or fair price. See adjacent_pricing or confirm the niche to widen the sample.",
"pricing_excluded_observations": {
"ambiguous_cadence": 1,
"usage_not_monthly": 8
},
"billing_mix": {
"subscription": 1,
"usage": 1
},
"free_tier_share": 0,
"top_providers": [
{
"agent_id": "relace",
"name": "Relace",
"price": {
"observed": true,
"billing": "usage",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Paid (price not published)",
"summary": "Relace publishes usage-based pricing for individual models ranging from $0.05 to $3.00 per million tokens."
},
"observed": true
},
{
"agent_id": "cowagent_ai",
"name": "CowAgent Coding Plan",
"price": {
"observed": false,
"billing": "unknown",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public price found on the vendor site."
},
"observed": false
},
{
"agent_id": "claude_cursor_proxy",
"name": "Claude Cursor Proxy",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing was observed for claude-cursor-proxy."
},
"observed": false
},
{
"agent_id": "codex_provider",
"name": "Codex Provider",
"price": {
"observed": false,
"billing": "unknown",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "GitHub offers Free, Team at $4 per user/month, and Enterprise starting at $21 per user/month, with increasing collaboration, security, and support features."
},
"observed": false
},
{
"agent_id": "kimi_code_mcp",
"name": "Kimi Code",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "The repository does not publish pricing for kimi-code-mcp; it notes that Kimi's separate subscription cost applies."
},
"observed": false
}
],
"suggested_next_calls": [
{
"tool": "price_benchmark",
"arguments": {
"niche": "coding-agent-model-infra"
},
"purpose": "full observed price distribution + per-tier medians for this niche"
},
{
"tool": "niche_report",
"arguments": {
"niche": "coding-agent-model-infra",
"response_mode": "full"
},
"purpose": "the complete report incl. index series and tier decomposition"
},
{
"tool": "suggest_alternatives",
"arguments": {
"agent_id": "relace"
},
"purpose": "comparable (optionally cheaper) providers to a named agent"
},
{
"tool": "get_agent_profile",
"arguments": {
"agent_id": "relace"
},
"purpose": "full profile, integrations and pricing for one provider"
}
]
}
}Full market
1 providers, one sortable view
Dense enough for many listings; progressive disclosure keeps mobile usable.
ProviderTypeFromVs niche medianLiveness
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.