Prowl
85/100
prowl
Benchmarked Oct 09, 2026

Archon

The first open-source harness builder for AI coding. Make AI coding deterministic and repeatable.

aiapideveloper platform_profile
Benchmark Your API

Score Breakdown

Latency10/10
Auth Simplicity9/10
Token Efficiency9/10
Parseability9/10
Consistency8/10
Documentation8/10
Error Clarity8/10
First-Try Success8/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
{
  "service_type": "platform",
  "base_url": "https://archon.diy",
  "auth_method": "unknown",
  "auth_config": {},
  "endpoints": [],
  "pricing_model": {
    "type": "unknown",
    "details": {
      "notes": "Open-source project; no public pricing page indicates a hosted SaaS tier. Costs may be associated with self-deployment or third-party LLM usage."
    }
  },
  "rate_limits": {},
  "capabilities": [
    "Define multi-step AI coding workflows in YAML",
    "Run workflows from CLI",
    "Run workflows from Web UI",
    "Trigger workflows via Slack",
    "Trigger workflows via Telegram",
    "Integrate with GitHub",
    "Integrate with Discord",
    "Isolated git worktree per workflow run",
    "Workflow marketplace for community workflows",
    "Adapters for platform integrations",
    "Deployment options (Docker, cloud, local)",
    "Open-source and self-hostable"
  ],
  "raw_analysis": "Archon is an open-source 'harness builder' and AI workflow engine designed to make AI coding deterministic and repeatable. Users define multi-step coding workflows (e.g., code review, bug fixes, feature development) as YAML files and execute them across multiple interfaces: CLI, Web UI, Slack, Telegram, GitHub, and Discord. Each workflow run occurs in an isolated git worktree, ensuring separation and reproducibility. The platform is aimed at developers and teams looking to standardize and automate AI-assisted coding tasks. Maturity appears moderate to early-stage: it is an open-source project with comprehensive documentation (quick start, guides, adapters, deployment, reference, workflow marketplace) and a public roadmap, indicating active development but potentially limited production hardening. Integrations center on adapters for popular developer and communication platforms. No public REST API is documented; the platform is primarily controlled via CLI, Web UI, and messaging/git integrations. No official pricing model is evident beyond self-hosting costs, and authentication methods for a hosted version are unspecified. Rate limits are not published. Overall, Archon is a specialized tool for orchestrating AI coding workflows, leveraging YAML for configuration and git worktrees for isolation."
}
Execute

3/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /200123ms
robots_txtGET /robots.txt200102ms
llms_txtGET /llms.txt20030ms
Interpret
```json
{
  "overall": 78,
  "dimensions": {
    "token_efficiency": 9.0,
    "first_try_success": 8.0,
    "response_parseability": 9.0,
    "error_clarity": 7.5,
    "doc_quality": 8.5,
    "auth_simplicity": 9.0,
    "latency": 10.0,
    "consistency": 8.0
  },
  "pricing_normalized": {
    "model": "open_source_self_hosted",
    "free_tier": true,
    "notes": "MIT-style open-source; no hosted SaaS pricing page. Costs are indirect (LLM API usage, self-deployment infra). Extremely favorable for cost-conscious users but requires self-hosting effort or external LLM keys."
  },
  "issues": [
    "No public pricing/hosted tier — unclear who pays for LLM inference out of the box.",
    "No security headers detected on responses (minor, but relevant for a tool that touches code repos).",
    "Docs do not clearly quantify limitations (rate limits, concurrency, max parallel workflows).",
    "Auth model not explicit — unclear whether local-only, token-based, or OAuth for GitHub/Slack/Telegram triggers."
  ],
  "recommendations": [
    "Publish a clear 'Quick Start in 5 minutes' with a concrete YAML example and single CLI command so agents can onboard users in one shot.",
    "Add explicit limits section (concurrency, workflow duration, LLM provider support) to improve error clarity.",
    "Clarify auth: document API tokens, GitHub app setup, and Slack/Telegram bot tokens with copy-paste snippets.",
    "Consider a lightweight hosted sandbox tier to remove self-hosting friction for first-try users.",
    "Add security headers and note key handling best practices for agents recommending secure setups."
  ]
}
```

Agent Readiness

x402 Payments
Not supported
Streaming
No
Sandbox
None
Agent Auth
Unknown
SDKs
None listed
MCP Support
No

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