Side by side · November 2026
Goose vs M31A
A side-by-side look at two agents for Coding. We don't pick a winner; the table shows what each agent's site says and what we've confirmed. "Not confirmed" means we couldn't verify it yet.
Goose agent | M31A agent | |
|---|---|---|
| What it does | An extensible coding agent for developers to run, modify, and test code with their chosen LLM. | Autonomous coding agent for developers that creates and repairs multi-file software changes. |
| Best for | Coding, Testing | Coding, Testing |
| Price | Not confirmed | Not confirmed |
| Price model | Open source | Open source |
| Free plan | Not confirmed | Not confirmed |
| Setup | Developer | Developer |
| Works with | MCP | Bubblewrap, NVIDIA NIM |
| Languages | English | English |
| Verification | Listed automatically · unverified | Listed automatically · unverified |
| Last checked | Nov 13, 2026 | Nov 13, 2026 |
| Visit | Visit |
These are basic, automatic checks, not a full security audit. Review an agent's own policies before giving it access to your accounts.
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