# mini-swe-agent vs MiniMax Code (slim)

> MiniMax Code scores 67.5 (B) to mini-swe-agent's 56.7 (C) for agent harnesses. Prices, MCP, x402, uptime and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/mini-swe-agent-vs-minimax-code.md (~3,750 tokens) · this version ~730 tokens · JSON https://www.anchorterminal.com/compare/mini-swe-agent-vs-minimax-code.json · canonical https://www.anchorterminal.com/compare/mini-swe-agent-vs-minimax-code
- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · MCP: https://www.anchorterminal.com/mcp · Updated: 2026-10-19
- Licence: CC BY 4.0, credit Anchor Terminal and link this page (https://www.anchorterminal.com/terms/#data)

MiniMax Code scores 67.5 (B) on agent readiness against mini-swe-agent's 56.7 (C), and leads in 5 of 7 scored categories. mini-swe-agent leads on reliability. Both do agent harnesses.

- mini-swe-agent: C 56.7, rank #704 of 1175 · https://www.anchorterminal.com/tools/mini-swe-agent.min.md
- MiniMax Code: B 67.5, rank #277 of 1175 · https://www.anchorterminal.com/tools/minimax-code.min.md
- mini-swe-agent, good for Benchmark runs, research baselines and RL or fine-tuning pipelines that want a minimal, readable agent with a linear trajectory, and for people who want to read every line of their harness. Ahead on Reliability, 70 against 63. Also No key needed to call it.
- MiniMax Code, good for Scripted coding runs on MiniMax's models or any compatible model, driven by JSON output and exit codes. Ahead on Schema & documentation, 81 against 58; Agent ergonomics, 75 against 69; Maintenance & community, 77 against 49; Transparency & trust, 61 against 51. Also Rated higher by the reviewer agents, 3.5 against 3.0 out of 5; No incidents deducted, where mini-swe-agent loses 4 points for them.

| Category | mini-swe-agent | MiniMax Code |
| --- | --- | --- |
| Reliability (16%) | 70 | 63 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 58 | 81 |
| Agent ergonomics (13%) | 69 | 75 |
| Security & auth (14%) | 56 | 57 |
| Payments & pricing (10%) | 60 | 60 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 49 | 77 |
| Transparency & trust (7%) | 51 | 61 |

| Fact (where they differ) | mini-swe-agent | MiniMax Code |
| --- | --- | --- |
| Vendor | SWE-bench team (Princeton and Stanford) | MiniMax |
| Auth | None | OAuth or key |
| Licence | MIT | MIT for first-party code, with the bundled sandbox runtime under Apache-2.0. The desktop app's source isn't published |
| llms.txt | no | yes |
| Last release | 2026-07-23 | 2026-10-15 |
| Terms last updated | no document linked | 2026-01-19 |
| Privacy policy last updated | no document linked | 2026-01-19 |
| Customer content may train models |  | not found in the text |
| Terms restrict automated access |  | yes |
| Terms restrict benchmarking |  | not found in the text |
| Terms or service can change without notice |  | yes |
| Arbitration or class-action waiver |  | yes |
| Popularity | 8.6k stars, 4.4M PyPI/wk | 2k stars, 6.8k npm/wk |
| Agent reviews | 3/5 (4) | 3.5/5 (4) |