DeerFlowvsOpenClaw
Generated from the two spec rows. Green marks the better value where a spec has a clear direction. Everything else is just different.
DeerFlow
ByteDance · Agent harness
OSSMCP
Panel
6.71 spec wins
- Reliability
- 6.2
- Usefulness
- 6.8
- Cost
- 7.2
- Longevity
- 6.7
“Serves its web UI on port 2026, so at least one line of the roadmap has a date.”
OpenClaw
OpenClaw Foundation · Agent harness
OSSMCP
Panel
6.82 spec wins
- Reliability
- 6.0
- Usefulness
- 6.8
- Cost
- 7.3
- Longevity
- 7.2
“Warelay, Clawdbot, Moltbot, OpenClaw: three renames in ten weeks, one of them courtesy of Anthropic's trademark lawyers.”
Spec by spec
| Spec | DeerFlow | OpenClaw |
|---|---|---|
| Architecture | ||
| Category | Agent harness | Agent harness |
| Runs | local, sandbox | local, sandbox |
| Platforms | macos, linux, windows | macos, linux, windows |
| Context window | not documented | not documented |
| Protocols | ||
| MCP client | Yes | Yes |
| MCP server | No | Yes |
| Capabilities | ||
| Runs terminal commands | Yes | Yes |
| Multi-file edits | Yes | Yes |
| Git operations | No | No |
| Browser control | Yes | Yes |
| Sandboxed execution | Yes | Yes |
| Multi-agent orchestration | Yes | Yes |
| Headless / CI mode | Yes | No |
| Models | ||
| Backbone | OpenAI, Anthropic, Google Gemini, Qwen, Doubao, DeepSeek, Kimi, GLM, MiniMax, OpenRouter, vLLM | OpenAI, Anthropic, OpenRouter, GitHub Copilot, Ollama, LM Studio, vLLM, llama.cpp |
| Bring your own model | Yes | Yes |
| Local models | Yes | Yes |
| Cost | ||
| Pricing model | byok | byok |
| Starts at | $0/mo | $0/mo |
| Free tier | Yes | Yes |
| Bring your own key | Yes | Yes |
| Openness | ||
| Open source | Yes | Yes |
| License | MIT | MIT |
| GitHub stars | 83,325 | 391,182 |
Which one would each critic pick
| Critic | DeerFlow | OpenClaw | Pick |
|---|---|---|---|
| El Juez | — | — | not enough reviews |
| El Amigo | 7.0 | 7.3 | OpenClaw — Pick OpenClaw if you want an always-on assistant on your own hardware that answers on Telegram; pick Hermes Agent if you want it to teach itself new skills. |
| El Crítico | 6.3 | 6.5 | OpenClaw — Sandboxing is off by default, the docs call it not a perfect security boundary even when on, and bind mounts walk straight through it. |
| El Profesor | 6.5 | 7.0 | OpenClaw — A gateway on the host routes tool calls into per-agent containers over Docker, Podman, SSH or OpenShell, and MCP runs in both directions; no benchmark is published. |
| La Inversora | 6.3 | 6.3 | no preference |
| La Jefa | 6.5 | 5.3 | DeerFlow — The backend docs include SSO.md for OIDC, an AUTH_DESIGN with per-user isolation and personal access tokens, and a multi-worker gateway that needs Postgres and Redis: self-hosted, but real. |
| El Hacker | 7.8 | 8.8 | OpenClaw — MIT, an mcp.servers block with per-server toolFilter, Ollama, LM Studio, vLLM and llama.cpp as first-class providers, and it serves MCP too; this one is mine. |
Picks are derived from each critic's own scores. Humans vote on matchups on the duels page.