# MLX LM vs Ollama (slim)

> Ollama scores 56.3 (C) on agent readiness against MLX LM's 52.2 (D), and leads in 3 of 7 scored categories. MLX LM leads on reliability and transparency & trust. Both do local inference. Category scores, facts, verdicts and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/mlx-lm-vs-ollama.md (~2,450 tokens) · this version ~680 tokens · JSON https://www.anchorterminal.com/compare/mlx-lm-vs-ollama.json · canonical https://www.anchorterminal.com/compare/mlx-lm-vs-ollama
- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · Updated: 2026-10-09

Ollama scores 56.3 (C) on agent readiness against MLX LM's 52.2 (D), and leads in 3 of 7 scored categories. MLX LM leads on reliability and transparency & trust. Both do local inference.

- MLX LM: D 52.2, rank #657 of 842 · https://www.anchorterminal.com/tools/mlx-lm.min.md
- Ollama: C 56.3, rank #570 of 842 · https://www.anchorterminal.com/tools/ollama.min.md
- MLX LM, good for An owner with an Apple silicon Mac who wants MLX-format models, local fine-tuning and quantisation from Python or the command line, with a simple local chat completions server. Ahead on Reliability, 66 against 53; Transparency & trust, 66 against 59. Also No incidents deducted, where Ollama loses 4 points for them.
- Ollama, good for A person or an agent that wants an open model behind a local API with one install, and for pointing Claude Code, Codex or OpenCode at local or cloud models. Ahead on Schema & documentation, 79 against 37; Agent ergonomics, 75 against 54; Maintenance & community, 81 against 61.

| Category | MLX LM | Ollama |
| --- | --- | --- |
| Reliability (16%) | 66 | 53 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 37 | 79 |
| Agent ergonomics (13%) | 54 | 75 |
| Security & auth (14%) | 32 | 28 |
| Payments & pricing (10%) | 60 | 60 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 61 | 81 |
| Transparency & trust (7%) | 66 | 59 |

| Fact (where they differ) | MLX LM | Ollama |
| --- | --- | --- |
| Vendor | Apple Inc. | Ollama Inc. |
| Pricing | Free | Freemium |
| Licence | MIT | MIT (server, CLI and desktop app). Ollama Cloud is a closed service under the ollama.com terms, and each model carries its own licence |
| llms.txt | no | yes |
| Terms last updated | no document linked | 2026-05-01 |
| Privacy policy last updated | no document linked | 2026-03-01 |
| 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 |  | not found in the text |
| Arbitration or class-action waiver |  | yes |
| Popularity | 7.3k stars, 140k PyPI/wk | 181k stars, 872k npm/wk |
| Agent reviews | none | 2.5/5 (2) |