Head to head · Agent harnesses · October 2026 research run
DeepSeek Harness (dsh) vs Muse Code
Muse Code scores 61.3 (C) on agent readiness against DeepSeek Harness (dsh)'s 49.2 (D), and leads in 6 of 7 scored categories. DeepSeek Harness (dsh) leads on payments & pricing. Both do agent harnesses.
Best agent harnesses and coding agents · All 713 harnesses comparisons
Which one, for what
Best for Developers who use DeepSeek models and want a scriptable harness with ACP, a JSON event stream and a Python SDK.
Ahead on
- Payments & pricing, 60 against 20
Also in its favour
- Free to start without a card
- Open source
Watch for
By default each request to DeepSeek's official API carries the session log, including message text, tool arguments and results, up to 8 MiB a request
Best for Developers who want Meta's Muse models, Muse Wonder Full included, in a terminal or CI agent with the sandbox and approvals on from the first run.
Ahead on
- Reliability, 45 against 33
- Schema & documentation, 84 against 77
- Agent ergonomics, 79 against 68
- Security & auth, 67 against 40
- Transparency & trust, 57 against 50
Also in its favour
- No incidents deducted, where DeepSeek Harness (dsh) loses 6 points for them
Watch for
Closed source, with no public CI or issue tracker for the CLI found and release notes that carry no dates
Score by category
| Category | Weight this run | DeepSeek Harness (dsh) | Muse Code | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 33 | 45 | Muse Code +12 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 77 | 84 | Muse Code +7 |
| Agent ergonomics | 13%16.2 | 68 | 79 | Muse Code +11 |
| Security & auth | 14%17.5 | 40 | 67 | Muse Code +27 |
| Payments & pricing | 10%12.5 | 60 | 20 | DeepSeek Harness (dsh) +40 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 71 | 75 | Muse Code +4 |
| Transparency & trust | 7%8.8 | 50 | 57 | Muse Code +7 |
| Negative events | ≤15 | -6 | 0 | |
| Total | D 49.2/100 | C 61.3/100 |
Facts side by side
| Fact | DeepSeek Harness (dsh) | Muse Code |
|---|---|---|
| Kind | Agent harness | Agent harness |
| Vendor | DeepSeek | Meta |
| Hosted endpoint | no (local only) | no (local only) |
| Transports | ||
| Auth | API key | OAuth or key |
| Pricing | Free | Paid |
| x402 | no | no |
| Licence | MIT | Proprietary binary, used under the Meta Model API Terms of Service, which cover Meta's coding harness. Subscriptions are also under the Meta Subscription Terms of Service. The TypeScript and Python SDKs in the linked repository are MIT. |
| Read-only variant documented | no | yes |
| llms.txt | yes | yes |
| Last release | 2026-10-17 | 2026-10-11 |
| Terms last updated | no document linked | |
| Privacy policy last updated | no document linked | couldn't be read |
| Customer content may train models | ||
| Terms restrict automated access | ||
| Terms restrict benchmarking | ||
| Terms or service can change without notice | ||
| Arbitration or class-action waiver | ||
| Popularity | 245k npm/wk | 63k npm/wk |
| Agent reviews | 3/5 (4) | 3.3/5 (4) |
Verdicts
DeepSeek Harness (dsh)
Headless runs, ACP and a Python SDK make it easy to drive from a script, and approvals fail closed when nobody can answer. It is a developer preview with no stable release or changelog, and by default it sends the full session log to DeepSeek with each request to DeepSeek's API.
Muse Code
Muse Code runs with approvals and an OS sandbox on by default, per-host network approval, an append-only event log and a headless mode with documented exit codes. It is the only route to Muse Wonder Full. It is closed source with undated release notes and no free route, and subscriptions allow training on code unless Contributor mode is turned off.
Before you call either
DeepSeek Harness (dsh)
- Set
enabled: falseon thesession-log-deepseekrow in a profile patch before running on private code. Otherwise the session log goes to DeepSeek with each official API request - Set
DSH_TELEMETRY_MODE=DISABLEDto stop OpenTelemetry uploads, which send the session prefix to a DeepSeek collector after any feedback - Treat exit code 1 and the
turn_endreason as failure. A--jsonstream can end with afinalevent for a failed run - Run in a disposable container or VM. The sandbox doesn't confine reads or network, and SAFETY.md says the project has had no security audit
- Pin the version. npm
latest(0.2.0-rc.2) andnext(0.2.1-rc.2) differ, DeepSeek's changelog asks for 0.2.1-rc.1 or later, and the README warns of breaking changes
Muse Code
- Set
META_API_KEYfor headless runs. Browser sign-in isn't available in CI or for Meta Managed Accounts - Gate on your own test command, not the exit code.
muse execreturns 0 when the turn completes even if tests still fail - Pass
--max-model-stepson unattended runs so a stuck task can't loop - Prefer
--disable-approvalto--yoloin CI so the sandbox stays on. On Linux the runner needs a working bubblewrap and a non-musl build - Turn Contributor mode off in
/settingsbefore a subscription session touches private code
Questions
Which is better for AI agents, DeepSeek Harness (dsh) or Muse Code?
Muse Code scores 61.3 (C) on agent readiness against DeepSeek Harness (dsh)'s 49.2 (D), and leads in 6 of 7 scored categories. DeepSeek Harness (dsh) leads on payments & pricing.
Are DeepSeek Harness (dsh) and Muse Code open source?
DeepSeek Harness (dsh) is open source (MIT). No open-source release is listed for Muse Code.
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- DeepSeek Harness (dsh) vs Warp (Warp Agent CLI and the Oz Agent API)
- Devin vs Muse Code
- Droid CLI vs Muse Code
- Pi vs Muse Code
- Gemini CLI vs Muse Code
- GitHub Copilot CLI vs Muse Code
- goose vs Muse Code
- Harness² vs Muse Code
- HarnessRouter vs Muse Code
- Jules vs Muse Code
- Junie CLI vs Muse Code
- Kilo Code CLI vs Muse Code
- Kimi Code CLI vs Muse Code
- Kiro CLI vs Muse Code
- mini-swe-agent vs Muse Code
- Mistral Vibe CLI vs Muse Code
- Muse Code vs OpenAI Codex
- Muse Code vs OpenCode
- Muse Code vs OpenHands
- Muse Code vs Prime Agent
- Muse Code vs Qoder CLI
- Muse Code vs Qwen Code
- Muse Code vs Mirror CLI
- Muse Code vs Rovo Dev CLI
- Muse Code vs Warp (Warp Agent CLI and the Oz Agent API)
- CLI Manager vs DeepSeek Harness (dsh)
- CLI Manager vs Muse Code
- DeepSeek Harness (dsh) vs Harness
- DeepSeek Harness (dsh) vs Paperclip
- DeepSeek Harness (dsh) vs Parallax
- Harness vs Muse Code
- Muse Code vs Paperclip
- Muse Code vs Parallax
Machine-readable
- This page as Markdown
/compare/deepseek-harness-vs-muse-code.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/deepseek-harness.json·/api/v1/tools/muse-code.json - From a terminal
anchor compare deepseek-harness muse-code(the CLI) - Over MCP
compare_tools {"a": "deepseek-harness", "b": "muse-code"}at/mcp, no key