HarnessMatch

Search 59 product records by name, workflow, interface, or documented capability.

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Coding harness usage signals

Inspect source-separated activity by signal, harness, or focused comparison. Every view preserves its own unit, window, coverage, and limitations.

Different units
Signals remain separate and cannot be added.
Missing is not zero
Unmapped coverage stays explicitly unknown.
Context, not quality
Activity never changes capability or classification.

Most used on OpenRouter

Traffic attributed to public coding apps using OpenRouter's app-attribution mechanism.

2026-07-26 to 2026-08-0126 listed; 26 mapped of 47 active harnessesGlobal coding-app rank
OpenRouter controls

Linear bars use the largest mapped value in this source as 100%. Positive values below one display pixel retain a 1 px origin marker. Exact values remain authoritative.

  1. #1Hermes AgentPersistent open agent with coding tools, durable automation, and isolated runtimes.7,101,328,949,932 tokens79,269,896Requests | Hermes Agent
  2. #2Claude CodePolished Claude-first agent across terminal, IDE, desktop, and web.1,730,959,679,547 tokens18,873,021Requests | Claude Code
  3. #3Kilo CodeOne open agent across IDE, terminal, cloud, and CI.1,711,681,815,697 tokens23,059,474Requests | Kilo Code
  4. #4OpenClawAlways-on personal agent harness with coding tools, durable automation, and broad model choice.1,014,243,190,143 tokens20,914,077Requests | OpenClaw
  5. #5Pi AgentMinimal terminal harness designed to be extended, embedded, or automated.737,168,178,210 tokens14,363,889Requests | pi
  6. #6ClineHuman-in-the-loop agent across IDE, terminal, and teams.621,940,208,537 tokens6,005,044Requests | Cline
  7. #7CodexAgentic coding across app, terminal, IDE, cloud, and automation.256,316,401,971 tokens2,527,712Requests | Codex
  8. #9CodebuffAutonomous multi-agent coding from the terminal or TypeScript.233,185,804,418 tokens5,271,085Requests | Codebuff
  9. #10Oh My PiA batteries-included Pi fork with LSP, debugger, browser, and subagents.177,137,505,095 tokens1,536,902Requests | Oh-My-Pi
  10. #13Cursor CLICursor's familiar agent loop in the terminal and in automation.99,114,180,857 tokens818,357Requests | Cursor
  11. #16OpenHandsAgent platform with selectable local, sandboxed, and remote runtimes.56,199,098,635 tokens1,015,478Requests | OpenHands
  12. #19MiMo CodeOpen coding harness with persistent memory and structured multi-agent workflows.25,836,202,517 tokens218,234Requests | mimocode

Token totals combine prompt and completion tokens. Tokenizers differ, attribution is opt-in, and this is not standardized work, users, or task success. Missing coverage means not mapped, never zero.

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How to read the source viewsUnits, coverage, and source populations

Why these sources stay separate

OpenRouter tokens, Homebrew install events, package downloads, editor installs, and repository activity observe different populations. Adding them together would create a precise-looking but invalid total.

Routing
OpenRouter attributed tokens and requests over completed 1-day, 7-day, and 30-day UTC windows.
Distribution
Homebrew 30d events, npm last-month downloads, and cumulative downloads of explicitly matched stable GitHub release assets.
Editor marketplaces
Cumulative VS Code installs, Open VSX downloads, and JetBrains downloads for exact mapped extensions or plugins.
Repository interest
GitHub stars for the repository already audited by HarnessMatch, with full, client, or support scope preserved.
Visual scale
Every bar uses a linear zero-based scale where the largest mapped value in the selected source is 100%. Positive subpixel values retain a 1 px origin marker; exact labels remain authoritative.