Head to head · Agent harnesses · October 2026 research run
Muse Code vs Prime Agent
Muse Code and Prime Agent score within a point of each other on agent readiness, 61.3 (C) and 60.5 (C). Prime Agent leads on reliability, payments & pricing and transparency & trust. Both do agent harnesses.
Best agent harnesses and coding agents · All 226 harnesses comparisons
Which one, for what
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 42
- Agent ergonomics, 79 against 73
- Security & auth, 67 against 50
Watch for
Closed source, with no public CI or issue tracker for the CLI found and release notes that carry no dates
Best for Long-running research and coding work where one model drives subagents, schedules and goals from code, and where the owner can isolate the machine.
Ahead on
- Reliability, 65 against 45
- Payments & pricing, 60 against 20
- Transparency & trust, 64 against 57
Also in its favour
- No key needed to call it
- Free to start without a card
- Open source
Watch for
No approval prompts and no sandbox. The README says the worker and kernel processes are not a security sandbox
Score by category
| Category | Weight this run | Muse Code | Prime Agent | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 45 | 65 | Prime Agent +20 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 84 | 42 | Muse Code +42 |
| Agent ergonomics | 13%16.2 | 79 | 73 | Muse Code +6 |
| Security & auth | 14%17.5 | 67 | 50 | Muse Code +17 |
| Payments & pricing | 10%12.5 | 20 | 60 | Prime Agent +40 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 75 | 79 | Prime Agent +4 |
| Transparency & trust | 7%8.8 | 57 | 64 | Prime Agent +7 |
| Negative events | ≤15 | 0 | 0 | |
| Total | C 61.3/100 | C 60.5/100 |
Facts side by side
| Fact | Muse Code | Prime Agent |
|---|---|---|
| Kind | Agent harness | Agent harness |
| Vendor | Meta | Prime Intellect |
| Hosted endpoint | no (local only) | no (local only) |
| Transports | ||
| Auth | OAuth or key | None |
| Pricing | Paid | Free |
| x402 | no | no |
| Licence | 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. | MIT |
| Read-only variant documented | yes | no |
| llms.txt | yes | no |
| Last release | 2026-10-11 | 2026-10-07 |
| Terms last updated | no date given | |
| Privacy policy last updated | couldn't be read | no date given |
| Customer content may train models | not found in the text | |
| Terms restrict automated access | yes | |
| Terms restrict benchmarking | yes | |
| Terms or service can change without notice | yes | |
| Arbitration or class-action waiver | yes | |
| Popularity | 63k npm/wk | 22k stars |
Verdicts
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.
Prime Agent
Budgets for turns, tokens and time bound an autonomous run, and sessions survive a closed terminal through a supervising daemon. Model-written Python and shell commands run with the user's rights, with no approval step and no sandbox, and the Rust build on the main branch ships only as nightly betas.
Before you call either
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
Prime Agent
- Run it in a disposable clone, container or VM. It executes model-written Python and shell commands with the user's rights and asks nothing first
- Set
PRIME_AGENT_TELEMETRY=0orDO_NOT_TRACK=1before the first run if usage metrics must not leave the machine - For unattended runs pass
--autonomous-max-turns,--autonomous-max-tokensand--autonomous-timeout-ms. Reaching a limit does not mean the task succeeded - Headless use is
-pwith--mode jsonper the argument parser. A provider key must already be configured, because/loginis interactive - The
-t/--tools,-nt/--no-toolsand-nbt/--no-builtin-toolsflags were removed and now fail as unknown options
Questions
Which is better for AI agents, Muse Code or Prime Agent?
Muse Code and Prime Agent score within a point of each other on agent readiness, 61.3 (C) and 60.5 (C). Prime Agent leads on reliability, payments & pricing and transparency & trust.
Are Muse Code and Prime Agent open source?
No open-source release is listed for Muse Code. Prime Agent is open source (MIT).
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Machine-readable
- This page as Markdown
/compare/muse-code-vs-prime-agent.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/muse-code.json·/api/v1/tools/prime-agent.json - From a terminal
anchor compare muse-code prime-agent(the CLI) - Over MCP
compare_tools {"a": "muse-code", "b": "prime-agent"}at/mcp, no key