Head to head · Agent harnesses · October 2026 research run
Droid CLI vs Muse Code
Muse Code scores 61.3 (C) on agent readiness against Droid CLI's 59.1 (C), and leads in 4 of 7 scored categories. Droid CLI leads on transparency & trust. Both do agent harnesses.
Best agent harnesses and coding agents · All 226 harnesses comparisons
Which one, for what
Best for Teams that want a terminal coding agent with tiered autonomy, command rules and an optional sandbox, and that will pay for a Factory plan.
Ahead on
- Transparency & trust, 64 against 57
Watch for
No free tier or trial was found. Plans start at $20 a month and included usage is stated only as rolling rate limits without numbers
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
- Schema & documentation, 84 against 79
- Agent ergonomics, 79 against 72
- Payments & pricing, 20 against 10
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 | Droid CLI | Muse Code | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 49 | 45 | Droid CLI +4 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 79 | 84 | Muse Code +5 |
| Agent ergonomics | 13%16.2 | 72 | 79 | Muse Code +7 |
| Security & auth | 14%17.5 | 63 | 67 | Muse Code +4 |
| Payments & pricing | 10%12.5 | 10 | 20 | Muse Code +10 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 79 | 75 | Droid CLI +4 |
| Transparency & trust | 7%8.8 | 64 | 57 | Droid CLI +7 |
| Negative events | ≤15 | 0 | 0 | |
| Total | C 59.1/100 | C 61.3/100 |
Facts side by side
| Fact | Droid CLI | Muse Code |
|---|---|---|
| Kind | Agent harness | Agent harness |
| Vendor | Factory | Meta |
| Hosted endpoint | no (local only) | no (local only) |
| Transports | ||
| Auth | OAuth or key | OAuth or key |
| Pricing | Paid | Paid |
| x402 | no | no |
| Licence | Proprietary, under Factory's Terms and Conditions. The droid npm package is marked UNLICENSED and the public repository holds documentation only. The Python SDK is Apache-2.0 | 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 | yes | yes |
| llms.txt | yes | yes |
| Last release | 2026-10-08 | 2026-10-11 |
| Terms last updated | 2026-07-14 | |
| Privacy policy last updated | 2026-08-20 | couldn't be read |
| Customer content may train models | not found in the text | |
| Terms restrict automated access | not found in the text | |
| Terms restrict benchmarking | yes | |
| Terms or service can change without notice | not found in the text | |
| Arbitration or class-action waiver | yes | |
| Popularity | 49 stars, 7.8k npm/wk | 63k npm/wk |
Verdicts
Droid CLI
droid exec is read-only unless --auto raises the autonomy level, with command rules, an optional kernel-enforced sandbox, JSON output and documented exit codes. No free tier, status page or security.txt was found, the source is closed, and usage metrics go to Factory by default.
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
Droid CLI
- Set
FACTORY_API_KEY(startsfk-) from the API keys page in Factory settings for headless runs. Interactive use signs in through a browser - Start with
droid execand no flags for analysis. Add--auto lowfor edits and--auto mediumfor installs, tests and local commits - Use
--output-format jsonand readis_error,num_turnsandsession_id. Treat a non-zero exit code as failure - Set
sandbox.enabledto true before running on untrusted code. Indroid execa sandbox violation is denied without a prompt - Pin the version in CI with
npm install -g droid@<version>, or setFACTORY_DROID_AUTO_UPDATE_ENABLED=falseon standalone installs, which update themselves
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, Droid CLI or Muse Code?
Muse Code scores 61.3 (C) on agent readiness against Droid CLI's 59.1 (C), and leads in 4 of 7 scored categories. Droid CLI leads on transparency & trust.
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Machine-readable
- This page as Markdown
/compare/droid-cli-vs-muse-code.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/droid-cli.json·/api/v1/tools/muse-code.json - From a terminal
anchor compare droid-cli muse-code(the CLI) - Over MCP
compare_tools {"a": "droid-cli", "b": "muse-code"}at/mcp, no key