{
 "generated_at": "2026-10-21T11:54:02Z",
 "rows": [
  {
   "source_id": "localscore",
   "source_name": "LocalScore (localscore.ai)",
   "source_url": "https://www.localscore.ai/accelerator/414",
   "model_page": "https://www.localscore.ai/model/2",
   "retrieved_at": "2026-10-21T11:38:36Z",
   "hardware_raw": "Apple M3 4P+4E+10GPU",
   "hardware_memory_gb": 16,
   "model_key": "qwen2.5-14b-instruct",
   "quant": "Q4_K_M",
   "backend": "llamafile",
   "flash_attn": null,
   "pp_tps": 4916.16,
   "pp_test": "LocalScore avg",
   "tg_tps": 783.94,
   "tg_test": "LocalScore avg",
   "commit": null,
   "contributor": null,
   "notes": "LocalScore rank 1/418",
   "params": 14770033664,
   "hardware": "apple-m3-10c",
   "reason": "generation 783.9 t/s exceeds the memory-bandwidth ceiling 11.1 t/s (100 GB/s / 8.99 GB read per token) by more than 10%"
  },
  {
   "source_id": "localscore",
   "source_name": "LocalScore (localscore.ai)",
   "source_url": "https://www.localscore.ai/accelerator/1116",
   "model_page": "https://www.localscore.ai/model/2",
   "retrieved_at": "2026-10-21T11:38:36Z",
   "hardware_raw": "AMD Radeon Graphics",
   "hardware_memory_gb": 32,
   "model_key": "qwen2.5-14b-instruct",
   "quant": "Q4_K_M",
   "backend": "llamafile",
   "flash_attn": null,
   "pp_tps": 50.83,
   "pp_test": "LocalScore avg",
   "tg_tps": 14.06,
   "tg_test": "LocalScore avg",
   "commit": null,
   "contributor": null,
   "notes": "LocalScore rank 189/418",
   "params": 14770033664,
   "reason": "ambiguous hardware name"
  },
  {
   "source_id": "localscore",
   "source_name": "LocalScore (localscore.ai)",
   "source_url": "https://www.localscore.ai/accelerator/1116",
   "model_page": "https://www.localscore.ai/model/3",
   "retrieved_at": "2026-10-21T11:38:36Z",
   "hardware_raw": "AMD Radeon Graphics",
   "hardware_memory_gb": 32,
   "model_key": "llama-3.2-1b-instruct",
   "quant": "Q4_K_M",
   "backend": "llamafile",
   "flash_attn": null,
   "pp_tps": 1122.57,
   "pp_test": "LocalScore avg",
   "tg_tps": 44.4,
   "tg_test": "LocalScore avg",
   "commit": null,
   "contributor": null,
   "notes": "LocalScore rank 230/878",
   "params": 1498483200,
   "reason": "ambiguous hardware name"
  },
  {
   "source_id": "localscore",
   "source_name": "LocalScore (localscore.ai)",
   "source_url": "https://www.localscore.ai/accelerator/1347",
   "model_page": "https://www.localscore.ai/model/3",
   "retrieved_at": "2026-10-21T11:38:36Z",
   "hardware_raw": "AMD Radeon(TM) Graphics",
   "hardware_memory_gb": 25,
   "model_key": "llama-3.2-1b-instruct",
   "quant": "Q4_K_M",
   "backend": "llamafile",
   "flash_attn": null,
   "pp_tps": 565.3,
   "pp_test": "LocalScore avg",
   "tg_tps": 10.73,
   "tg_test": "LocalScore avg",
   "commit": null,
   "contributor": null,
   "notes": "LocalScore rank 425/878",
   "params": 1498483200,
   "reason": "ambiguous hardware name"
  }
 ]
}