Head to head · Agent harnesses · October 2026 research run
Antigravity CLI vs Muse Code
Muse Code scores 61.3 (C) on agent readiness against Antigravity CLI's 57.4 (C), and leads in 6 of 7 scored categories. Antigravity CLI leads on payments & pricing. Both do agent harnesses.
Best agent harnesses and coding agents · All 226 harnesses comparisons
Which one, for what
Best for Developers on Google AI plans or Gemini Enterprise who want a terminal agent with a sandbox on by default and access to several model families, depending on plan.
Ahead on
- Payments & pricing, 30 against 20
Watch for
Closed source. The repository holds the README, changelog and examples, with no source and no licence file
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 78
- Security & auth, 67 against 53
- Maintenance & community, 75 against 68
- Transparency & trust, 57 against 51
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 | Antigravity CLI | Muse Code | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 43 | 45 | Muse Code +2 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 78 | 84 | Muse Code +6 |
| Agent ergonomics | 13%16.2 | 78 | 79 | Muse Code +1 |
| Security & auth | 14%17.5 | 53 | 67 | Muse Code +14 |
| Payments & pricing | 10%12.5 | 30 | 20 | Antigravity CLI +10 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 68 | 75 | Muse Code +7 |
| Transparency & trust | 7%8.8 | 51 | 57 | Muse Code +6 |
| Negative events | ≤15 | 0 | 0 | |
| Total | C 57.4/100 | C 61.3/100 |
Facts side by side
| Fact | Antigravity CLI | Muse Code |
|---|---|---|
| Kind | Agent harness | Agent harness |
| Vendor | Meta | |
| Hosted endpoint | no (local only) | no (local only) |
| Transports | ||
| Auth | OAuth or key | OAuth or key |
| Pricing | Freemium | Paid |
| x402 | no | no |
| Licence | Proprietary. The repository holds the README, changelog and examples, with no source and no licence file. Use is under the Google Antigravity Additional Terms of Service, the Google Terms of Service and the Privacy Policy | 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 | 2026-10-08 | 2026-10-11 |
| Terms last updated | no date given | |
| Privacy policy last updated | 2026-10-01 | couldn't be read |
| Customer content may train models | yes, with an opt-out | |
| Terms restrict automated access | not found in the text | |
| Terms restrict benchmarking | not found in the text | |
| Terms or service can change without notice | not found in the text | |
| Arbitration or class-action waiver | not found in the text | |
| Popularity | none | 63k npm/wk |
Verdicts
Antigravity CLI
Google's terminal agent, shipped as a closed-source binary with a terminal sandbox on by default on macOS and Linux and documented headless JSON output. Interactions are used to improve Google products unless users opt out, and a headless run exits 0 when a tool is denied.
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
Antigravity CLI
- Read the
statusfield from--output-format jsonand read stderr too. A tool refused for lack of approval still exits 0 - Pre-approve each shell command and tool a headless run needs with
action(target)rules underpermissions.allowin ~/.gemini/antigravity-cli/settings.json, because headless runs cannot ask - Export
GEMINI_API_KEYafter setting modelProvider to gemini. The CLI won't start when the key is missing, and setting the variable alone has no effect - Turn off Enable Telemetry in the Account settings before running on private repositories if Interactions should not be used for product improvement
- Set
--print-timeoutexplicitly. The docs give a five-minute default, whileagy --helpshows 0s
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, Antigravity CLI or Muse Code?
Muse Code scores 61.3 (C) on agent readiness against Antigravity CLI's 57.4 (C), and leads in 6 of 7 scored categories. Antigravity CLI leads on payments & pricing.
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- Antigravity CLI vs Paperclip
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Machine-readable
- This page as Markdown
/compare/antigravity-cli-vs-muse-code.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/antigravity-cli.json·/api/v1/tools/muse-code.json - From a terminal
anchor compare antigravity-cli muse-code(the CLI) - Over MCP
compare_tools {"a": "antigravity-cli", "b": "muse-code"}at/mcp, no key