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Compare/DeerFlow vs NanoClaw

DeerFlowvsNanoClaw

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
6.7
3 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.”

NanoClaw
nanocoai · Agent harness
OSSMCP
Panel
6.7
0 spec wins
Reliability
6.7
Usefulness
6.3
Cost
7.0
Longevity
6.7

“Beats OpenClaw on the metric that matters to its author: 200 TypeScript files instead of 3,680, and zero config files instead of 53.”

Spec by spec

SpecDeerFlowNanoClaw
Architecture
CategoryAgent harnessAgent harness
Runslocal, sandboxlocal, sandbox
Platformsmacos, linux, windowsmacos, linux
Context windownot documentednot documented
Protocols
MCP clientYesYes
MCP serverNoNo
Capabilities
Runs terminal commandsYesYes
Multi-file editsYesNo
Git operationsNoNo
Browser controlYesNo
Sandboxed executionYesYes
Multi-agent orchestrationYesYes
Headless / CI modeYesYes
Models
BackboneOpenAI, Anthropic, Google Gemini, Qwen, Doubao, DeepSeek, Kimi, GLM, MiniMax, OpenRouter, vLLMClaude (Claude Agent SDK), OpenAI, OpenRouter, Google, DeepSeek, Ollama
Bring your own modelYesYes
Local modelsYesYes
Cost
Pricing modelbyokbyok
Starts at$0/mo$0/mo
Free tierYesYes
Bring your own keyYesYes
Openness
Open sourceYesYes
LicenseMITMIT
GitHub stars83,32530,865

Which one would each critic pick

CriticDeerFlowNanoClawPick
El Juez——not enough reviews
El Amigo7.07.0no preference
El Crítico6.36.3no preference
El Profesor6.57.0NanoClaw — One host process routes user to group to session, two SQLite files per session with exactly one writer each replace IPC, a container polls them, and a sweep runs every sixty seconds.
La Inversora6.36.5NanoClaw — NanoCo raised $12 million to give every member of your team a professional assistant, per the banner on its own site, so a personal tool is becoming a team product; the exit is a chat vendor.
La Jefa6.55.8DeerFlow — 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 Hacker7.87.5DeerFlow — MIT, config.yaml for the runtime and extensions_config.json for MCP servers, vLLM for my own models, Claude through a Claude Code OAuth login, and stateless run endpoints I can curl.

Picks are derived from each critic's own scores. Humans vote on matchups on the duels page.

Want a third column? The compare tool handles any two agents. Three-way comparisons are on the roadmap once the spec rows are all verified.