Project comparison
Compare adoption, momentum, maintenance health, and project basics before choosing which tool to evaluate deeper.
The fastest local AI engine for Apple Silicon. 4.2x faster than Ollama, 0.08s cached TTFT, 100% tool calling. 17 tool parsers, prompt cache, reasoning separation, cloud routing. Drop-in OpenAI replacement. Works with Claude Code, Cursor, Aider.
Get up and running with Kimi-K2.5, GLM-5, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.
Ollama has the larger GitHub footprint with 171.2K stars.
Ollama is currently growing faster at +450 stars this week.
Ollama has the stronger health score at 95/100.
| Signal | Rapid MLX | Ollama |
|---|---|---|
| GitHub stars | 2.1K | 171.2K |
| Weekly growth | 0 | +450 |
| Health score | 76 | 95 |
| Contributors | 26 | 600 |
| Commits per week | 30.4 | 24.5 |
| Open issues | 26 | 3.2K |
| Language | Python | Go |
| License | Apache-2.0 | MIT |
| Last commit | 18h ago | 16h ago |
| Last release | v0.6.35 | v0.23.2 |
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