ClawBench
Copyright 2026 ClawBench Authors

This product includes the following third-party open source software and
materials. Transitive package dependencies keep their upstream licenses.

Source materials:

Claw-Eval converted task subset
Source: https://github.com/claw-eval/claw-eval
Dataset: https://huggingface.co/datasets/claw-eval/Claw-Eval
Licensed under the MIT License

Direct Python packages:

fpdf2 2.8.7 - Licensed under LGPL-3.0-only
https://py-pdf.github.io/fpdf2/

huggingface-hub 1.12.0 - Licensed under Apache-2.0
https://github.com/huggingface/huggingface_hub

PyYAML 6.0.3 - Licensed under the MIT License
https://github.com/yaml/pyyaml

questionary 2.1.1 - Licensed under the MIT License
https://github.com/tmbo/questionary

rich 15.0.0 - Licensed under the MIT License
https://github.com/Textualize/rich

fastapi 0.136.1 - Licensed under the MIT License
https://github.com/fastapi/fastapi

uvicorn 0.46.0 - Licensed under BSD-3-Clause
https://uvicorn.dev/

websocket-client 1.9.0 - Licensed under Apache-2.0
https://github.com/websocket-client/websocket-client/

jsonschema 4.26.0 - Licensed under the MIT License
https://github.com/python-jsonschema/jsonschema

pre-commit 4.6.0 - Licensed under the MIT License
https://github.com/pre-commit/pre-commit

ruff 0.15.12 - Licensed under the MIT License
https://github.com/astral-sh/ruff

Harness and runtime packages:

browser-use 0.12.6 - Licensed under the MIT License
https://github.com/browser-use/browser-use

LiteLLM 1.83.9 - Licensed under the MIT License
https://github.com/BerriAI/litellm

websockets 13.1 - Licensed under BSD-3-Clause
https://github.com/python-websockets/websockets

Hermes Agent, commit bf196a3fc0fd1f79353369e8732051db275c6276 - Licensed under the MIT License
https://github.com/NousResearch/hermes-agent

agent-browser 0.26.0 - Licensed under Apache-2.0
https://github.com/vercel-labs/agent-browser

Microsoft Playwright MCP 0.0.70 - Licensed under Apache-2.0
https://github.com/microsoft/playwright-mcp

opencode-ai 1.4.4 - Licensed under the MIT License
https://github.com/sst/opencode

OpenClaw 2026.3.13 - Licensed under the MIT License
https://github.com/openclaw/openclaw

OpenAI Codex CLI 0.120.0 - Licensed under Apache-2.0
https://github.com/openai/codex

claw-code, commit 00d0eb61d4cfc1abd345dc76023dd21e420f6488 - License NOASSERTION; no license file found at pinned commit
https://github.com/ultraworkers/claw-code

pi-coding-agent 0.74.0 - Licensed under the MIT License
https://github.com/earendil-works/pi-mono

pi-browser-harness 0.4.0 - Licensed under the MIT License
https://github.com/amankumarsingh77/pi-browser-harness

typebox 1.1.38 - Licensed under the MIT License
https://github.com/sinclairzx81/typebox

noVNC 1.6.0 - Licensed under MPL-2.0
https://github.com/novnc/noVNC

websockify 0.13.0 - Licensed under LGPL-3.0
https://github.com/novnc/websockify