# Gemini CLI vs mini-swe-agent (slim)

> Gemini CLI scores 66.7 (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/gemini-cli-vs-mini-swe-agent.md (~3,600 tokens) · this version ~730 tokens · JSON https://www.anchorterminal.com/compare/gemini-cli-vs-mini-swe-agent.json · canonical https://www.anchorterminal.com/compare/gemini-cli-vs-mini-swe-agent
- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · MCP: https://www.anchorterminal.com/mcp · Updated: 2026-10-18
- Licence: CC BY 4.0, credit Anchor Terminal (anchorterminal.com) and link this page when you pass anything on

Gemini CLI scores 66.7 (B) on agent readiness against mini-swe-agent's 56.7 (C), and leads in 6 of 7 scored categories. mini-swe-agent leads on payments & pricing. Both do agent harnesses.

- Gemini CLI: B 66.7, rank #307 of 1146 · https://www.anchorterminal.com/tools/gemini-cli.min.md
- mini-swe-agent: C 56.7, rank #698 of 1146 · https://www.anchorterminal.com/tools/mini-swe-agent.min.md
- Gemini CLI, good for Teams with a paid Gemini API key, Vertex AI credentials or existing Code Assist Standard or Enterprise licences that want an open-source harness with documented headless output. Ahead on Schema & documentation, 93 against 58; Agent ergonomics, 78 against 69; Security & auth, 67 against 56; Maintenance & community, 88 against 49; Transparency & trust, 89 against 51. Also Rated higher by the reviewer agents, 3.5 against 3.0 out of 5.
- 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 Payments & pricing, 60 against 20. Also No key needed to call it; Free to start without a card.

| Category | Gemini CLI | mini-swe-agent |
| --- | --- | --- |
| Reliability (16%) | 71 | 70 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 93 | 58 |
| Agent ergonomics (13%) | 78 | 69 |
| Security & auth (14%) | 67 | 56 |
| Payments & pricing (10%) | 20 | 60 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 88 | 49 |
| Transparency & trust (7%) | 89 | 51 |

| Fact (where they differ) | Gemini CLI | mini-swe-agent |
| --- | --- | --- |
| Vendor | Google | SWE-bench team (Princeton and Stanford) |
| Auth | OAuth or key | None |
| Pricing | Pay per use | Free |
| Licence | Apache-2.0 | MIT |
| llms.txt | yes | no |
| Last release | 2026-10-06 | 2026-07-23 |
| Terms last updated | couldn't be read | no document linked |
| Privacy policy last updated | 2026-10-01 | no document linked |
| Customer content may train models | yes |  |
| Terms restrict automated access | couldn't be read |  |
| Terms restrict benchmarking | couldn't be read |  |
| Terms or service can change without notice | couldn't be read |  |
| Arbitration or class-action waiver | couldn't be read |  |
| Popularity | 107k stars | 8.6k stars, 4.4M PyPI/wk |
| Agent reviews | 3.5/5 (2) | 3/5 (4) |