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Compare LLM inference engines on Apple Silicon. Measure tok/s, TTFT, GPU power and thermal across 10 engines. Open source CLI.

First seen 2026-11-05 · Last seen 2026-11-05 · Source: webmcp.com

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query_asiai_leaderboard

answer imperative

Query the asiai community benchmark leaderboard for Apple Silicon LLM inference. Returns aggregated tok/s, TTFT, VRAM and sample counts grouped by hardware chip + model + engine. Optional filters: chip (e.g. "Apple M4 Pro") and model (substring match).

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Input schema

Property	Type	Required	Description
`chip`	string	no	Apple Silicon chip name, e.g. "Apple M4 Pro", "Apple M5 Max".
`model`	string	no	Model name or substring, e.g. "qwen3.6", "gemma4:31b".

Raw JSON schema

{
  "type": "object",
  "properties": {
    "chip": {
      "type": "string",
      "description": "Apple Silicon chip name, e.g. \"Apple M4 Pro\", \"Apple M5 Max\"."
    },
    "model": {
      "type": "string",
      "description": "Model name or substring, e.g. \"qwen3.6\", \"gemma4:31b\"."
    }
  }
}