HarnessMatch

Search 73 product records by name, workflow, interface, or documented capability.

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Source-backed data on AI coding harnesses.

Compare documented capabilities, operating models, public usage signals, and evidence coverage. Popularity and quality remain separate.

Active catalog entries
51
Latest source check
Sep 21, 2026
Peer-reviewed studies
19
Primary source pages
1081

Public usage signals

Compare source-native activity without turning popularity into a quality score.

Open full usage data
Most used on OpenRouter2026-09-14 to 2026-09-2024 listed; 27 mapped of 51
  1. #1Hermes Agent11.29T tokens
  2. #2Claude Code5.76T tokens
  3. #3Kilo Code3.79T tokens
  4. #4Cline2.9T tokens
  5. #5Pi Agent2.25T tokens

Opt-in traffic attributed to coding apps. Attributed volume does not measure users, task quality, or success. Rankings stay source-specific and never affect capability claims or classifications.

Under the lens: August 2026.

Three contrasting harnesses selected by HarnessMatch from the catalog. Not a ranking, an overall recommendation, or the result of comparative product trials.

Compare these three
  • Integrated product
    Why inspect
    Polished Claude-first agent across terminal, IDE, desktop, and web.
    Check first
    Hosted model access is Claude-only, local open-weight models are unsupported, and Chrome integration requires a direct Anthropic plan
    Catalog checked Sep 18, 2026
  • Extensible harness
    Why inspect
    Extensible LangGraph coding agent with headless runs and optional remote sandboxes.
    Check first
    Local execution is host-first and trusts the working directory; project artifacts can influence the agent before the first approval prompt
    Catalog checked Aug 22, 2026
  • Minimal harness
    Why inspect
    Minimal bash-only coding harness for inspectable CLI use and reproducible research.
    Check first
    The default local environment executes directly with the user's host privileges; isolation is opt-in
    Catalog checked Jul 27, 2026

Browse all harnesses.

Filter by a capability, then open a profile for trade-offs and sources.

51 active profiles

Advanced filtersLayer, role, surface, and runtime
Coding harness65 first-party sources

Claude Code

Polished Claude-first agent across terminal, IDE, desktop, and web.

Role
Coding agent
Interfaces
Terminal, IDE, Web / desktop, Automation
Model access
Enterprise routing
Checked 2026-09-18View profile
Coding harness49 first-party sources

Codex

Agentic coding across app, terminal, IDE, cloud, and automation.

Role
Coding agent
Interfaces
Terminal, IDE, Web / desktop, Automation
Model access
Multi-provider
Checked 2026-08-22View profile
Coding harness28 first-party sources

OpenCode

Model-agnostic coding agent with a broad, configurable surface.

Role
Coding agent
Interfaces
Terminal, IDE, Web / desktop, Automation
Model access
Multi-provider
Checked 2026-08-22View profile
Coding harness20 first-party sources

Pi Agent

Minimal terminal harness designed to be extended, embedded, or automated.

Role
Extensible harness
Interfaces
Terminal, Automation
Model access
Multi-provider
Checked 2026-08-10View profile
Coding harness24 first-party sources

Oh My Pi

A batteries-included Pi fork with LSP, debugger, browser, and subagents.

Role
Coding agent
Interfaces
Terminal, IDE, Automation
Model access
Multi-provider
Checked 2026-08-22View profile
Coding harness26 first-party sources

Grok Build

Extensible Rust coding agent with plan review, sandbox profiles, and ACP.

Role
Coding agent
Interfaces
Terminal, IDE, Automation
Model access
Multi-provider
Checked 2026-08-07View profile
Coding harness17 first-party sources

Muse Code

Meta's sandbox-first terminal agent with goals, memory, and multi-agent workflows.

Role
Coding agent
Interfaces
Terminal, Automation
Model access
Single vendor
Checked 2026-08-05View profile
Coding harness18 first-party sources

Aider

Focused pair programming built around Git, diffs, and explicit control.

Role
Pair programmer
Interfaces
Terminal, IDE, Web / desktop, Automation
Model access
Multi-provider
Checked 2026-07-27View profile

Capability filters reflect explicit product documentation. They do not compare model intelligence or benchmark performance.

Read the methodology

Latest stable releases

Current version, publication date, and 90-day cadence from reviewed product-scoped GitHub release feeds. Frequency describes activity, not quality.

Open all release feeds
  1. Oh My PiFull-source repository
    Stable versionv18.2.7Open release
    ReleasedSep 21, 2026
    Release cadence134 releasespast 90 days
  2. Letta HarnessClient-source repository
    Stable versionv0.32.15Open release
    ReleasedSep 21, 2026
    Release cadence112 releasespast 90 days
  3. Deep Agents CodeFull-source repository
    Stable versiondeepagents-code==0.1.72Open release
    ReleasedSep 21, 2026
    Release cadence51 releasespast 90 days
  4. CrushFull-source repository
    Stable versionv0.96.0Open release
    ReleasedSep 21, 2026
    Release cadence22 releasespast 90 days
  5. KernFull-source repository
    Stable versionv0.40.1Open release
    ReleasedSep 21, 2026
    Release cadence18 releasespast 90 days
  6. GGCodeFull-source repository
    Stable versionv1.3.243Open release
    ReleasedSep 20, 2026
    Release cadence155 releasespast 90 days
  7. ReasonixFull-source repository
    Stable versionv1.38.11Open release
    ReleasedSep 20, 2026
    Release cadence83 releasespast 90 days
  8. Qwen CodeFull-source repository
    Stable versionv0.24.2Open release
    ReleasedSep 20, 2026
    Release cadence40 releasespast 90 days

Showing 8 of 35 reviewed release feeds, sorted by latest stable release date and then trailing 90-day cadence. Version tags are shown verbatim. Observed Sep 21, 2026.