timestamp string | schema_version int64 | app_version string | event_type string | session_id string | model_family string | parameter_bucket string | quantization string | target_context int64 | priority string | sort string | result_count int64 | families_searched list | quants_searched list | distinct_queries int64 | hardware_source string | hardware_memory_class int64 | hardware_confirmed bool | webgpu_available bool | webgpu_score float64 | gpu_capability_class string | gpu_vendor string | gpu_arch string | browser_family string | os_family string | cpu_cores int64 | top_model string | top_model_score float64 | top_model_fit string | engine_version string | models_viewed list | models_compared list | models_clicked list | selected_model string | model_name string | quant_bits float64 | quant_mixed bool | pipeline string | hf_downloads_at_selection int64 | hf_likes_at_selection int64 | tried string | outcome string | quality_rating string | failure_reason string | reported_ram_gb int64 | reported_mac_model string | reported_tokens_per_second float64 | reported_context int64 | notes string | benchmark_type string | benchmark_version string | benchmark_duration_ms int64 | prompt_tokens int64 | generation_tokens int64 | prompt_tps float64 | generation_tps float64 | ttft_ms float64 | peak_memory_gb float64 | chip string | perplexity float64 | perplexity_stderr float64 | eval_dataset string | eval_tokens int64 | mlx_version string | mlx_lm_version string | macos_major int64 | suspicious_flags list |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2026-09-14T04:31:31Z | 2 | 0.1.0 | mlx_benchmark | null | LFM | <3B | 4-bit | 4,096 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | mlx-community/LFM2.5-1.2B-Instruct-OptiQ-4bit | LFM2.5-1.2B-Instruct-OptiQ-4bit | 4 | false | text-generation | 184 | 0 | null | null | null | null | 36 | null | null | null | null | mlx_lm | mlxbench-1 | null | 512 | 256 | 3,879.27 | 262.04 | 132.3 | 1.415 | Apple M3 Max | 72.9841 | 2.291 | wikitext2-test-v1 | 16,368 | 0.32.2 | 0.31.3 | 26 | [] |
2026-09-14T04:31:59Z | 2 | 0.1.0 | mlx_benchmark | null | LFM | <3B | 4-bit | 4,096 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | mlx-community/LFM2.5-1.2B-Instruct-4bit | LFM2.5-1.2B-Instruct-4bit | 4 | false | text-generation | 5,293 | 3 | null | null | null | null | 36 | null | null | null | null | mlx_lm | mlxbench-1 | null | 512 | 256 | 3,758.65 | 324.64 | 136.6 | 1.19 | Apple M3 Max | 81.1176 | 2.5744 | wikitext2-test-v1 | 16,368 | 0.32.2 | 0.31.3 | 26 | [] |
2026-09-14T04:32:55Z | 2 | 0.1.0 | mlx_benchmark | null | LFM | <3B | 4-bit | 4,096 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | mlx-community/LFM2.5-1.2B-Thinking-OptiQ-4bit | LFM2.5-1.2B-Thinking-OptiQ-4bit | 4 | false | text-generation | 162 | 0 | null | null | null | null | 36 | null | null | null | null | mlx_lm | mlxbench-1 | null | 512 | 256 | 3,897.94 | 259.96 | 131.6 | 1.415 | Apple M3 Max | 82.2725 | 2.5731 | wikitext2-test-v1 | 16,368 | 0.32.2 | 0.31.3 | 26 | [] |
2026-09-14T04:33:23Z | 2 | 0.1.0 | mlx_benchmark | null | LFM | <3B | 4-bit | 4,096 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | mlx-community/LFM2.5-1.2B-Thinking-4bit | LFM2.5-1.2B-Thinking-4bit | 4 | false | text-generation | 177 | 0 | null | null | null | null | 36 | null | null | null | null | mlx_lm | mlxbench-1 | null | 512 | 256 | 3,792.06 | 315.8 | 135.5 | 1.19 | Apple M3 Max | 85.9325 | 2.6689 | wikitext2-test-v1 | 16,368 | 0.32.2 | 0.31.3 | 26 | [] |
2026-09-14T04:33:38Z | 2 | 0.1.0 | mlx_benchmark | null | MiniCPM | <3B | 4-bit | 4,096 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | mlx-community/MiniCPM5-1B-OptiQ-4bit | MiniCPM5-1B-OptiQ-4bit | 4 | false | text-generation | 2,491 | 10 | null | null | null | null | 36 | null | null | null | null | mlx_lm | mlxbench-1 | null | 512 | 256 | 4,466.28 | 274.25 | 171.3 | 1.499 | Apple M3 Max | 28.2075 | 0.7158 | wikitext2-test-v1 | 16,368 | 0.32.2 | 0.31.3 | 26 | [] |
2026-09-14T04:34:19Z | 2 | 0.1.0 | mlx_benchmark | null | MiniCPM | <3B | 4-bit | 4,096 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | mlx-community/MiniCPM5-1B-4bit | MiniCPM5-1B-4bit | 4 | false | text-generation | 267 | 1 | null | null | null | null | 36 | null | null | null | null | mlx_lm | mlxbench-1 | null | 512 | 256 | 4,768.63 | 334.62 | 163.1 | 1.171 | Apple M3 Max | 32.5169 | 0.8459 | wikitext2-test-v1 | 16,368 | 0.32.2 | 0.31.3 | 26 | [] |
2026-09-14T04:36:24Z | 2 | 0.1.0 | session | a130c58021b8320f | null | null | null | 8,192 | balanced | recommended | 3,847 | null | null | 4 | confirmed | 128 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.8-27B-4bit | 89.5 | Comfortable | heuristic-v1 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T04:37:16Z | 2 | 0.1.0 | mlx_benchmark | null | MiniCPM | <3B | 4-bit | 4,096 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | mlx-community/MiniCPM5-2B-mlx-4Bit | MiniCPM5-2B-mlx-4Bit | 4 | false | text-generation | 286 | 1 | null | null | null | null | 36 | null | null | null | null | mlx_lm | mlxbench-1 | null | 512 | 256 | 1,856.65 | 154.29 | 331.3 | 2.198 | Apple M3 Max | 17.0395 | 0.417 | wikitext2-test-v1 | 16,368 | 0.32.2 | 0.31.3 | 26 | [] |
2026-09-14T04:42:07Z | 2 | 0.1.0 | mlx_benchmark | null | Vibethinker | 3-8B | 4-bit | 4,096 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | mlx-community/VibeThinker-3B-OptiQ-4bit | VibeThinker-3B-OptiQ-4bit | 4 | true | text-generation | 212 | 3 | null | null | null | null | 36 | null | null | null | null | mlx_lm | mlxbench-1 | null | 512 | 256 | 1,368.52 | 100.49 | 448.5 | 2.972 | Apple M3 Max | 998.6873 | 37.8896 | wikitext2-test-v1 | 16,368 | 0.32.2 | 0.31.3 | 26 | [] |
2026-09-14T04:44:32Z | 2 | 0.1.0 | mlx_benchmark | null | Vibethinker | 3-8B | 4-bit | 4,096 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | mlx-community/VibeThinker-3B-4bit | VibeThinker-3B-4bit | 4 | false | text-generation | 44 | 0 | null | null | null | null | 36 | null | null | null | null | mlx_lm | mlxbench-1 | null | 512 | 256 | 1,410.59 | 123.45 | 436.3 | 2.432 | Apple M3 Max | 935.3305 | 34.8865 | wikitext2-test-v1 | 16,368 | 0.32.2 | 0.31.3 | 26 | [] |
2026-09-14T04:45:12Z | 2 | 0.1.0 | mlx_benchmark | null | Nemotron | 3-8B | 4-bit | 4,096 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | mlx-community/NVIDIA-Nemotron-3-Nano-4B-OptiQ-4bit | NVIDIA-Nemotron-3-Nano-4B-OptiQ-4bit | 4 | true | text-generation | 742 | 3 | null | null | null | null | 36 | null | null | null | null | mlx_lm | mlxbench-1 | null | 512 | 256 | 937.47 | 88.01 | 617.8 | 5.479 | Apple M3 Max | 12.8405 | 0.2947 | wikitext2-test-v1 | 16,368 | 0.32.2 | 0.31.3 | 26 | [] |
2026-09-14T04:46:40Z | 2 | 0.1.0 | mlx_benchmark | null | Nemotron | 3-8B | 4-bit | 4,096 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | mlx-community/NVIDIA-Nemotron-3-Nano-4B-4bit | NVIDIA-Nemotron-3-Nano-4B-4bit | 4 | false | text-generation | 711 | 2 | null | null | null | null | 36 | null | null | null | null | mlx_lm | mlxbench-1 | null | 512 | 256 | 958.72 | 109.72 | 588.8 | 4.695 | Apple M3 Max | 13.0225 | 0.2985 | wikitext2-test-v1 | 16,368 | 0.32.2 | 0.31.3 | 26 | [] |
2026-09-14T04:48:38Z | 2 | 0.1.0 | mlx_benchmark | null | Gemma | 3-8B | 4-bit | 4,096 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | mlx-community/gemma-4-e2b-it-OptiQ-4bit | gemma-4-e2b-it-OptiQ-4bit | 4 | true | text-generation | 474 | 4 | null | null | null | null | 36 | null | null | null | null | mlx_lm | mlxbench-1 | null | 512 | 256 | 5,023.33 | 106.52 | 253.9 | 4.921 | Apple M3 Max | 6,000.2725 | 338.6339 | wikitext2-test-v1 | 16,368 | 0.32.2 | 0.31.3 | 26 | [
"implausible_perplexity"
] |
2026-09-14T04:50:17Z | 2 | 0.1.0 | mlx_benchmark | null | Gemma | 3-8B | 4-bit | 4,096 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | mlx-community/gemma-4-e2b-it-4bit | gemma-4-e2b-it-4bit | 4 | false | image-text-to-text | 27,282 | 30 | null | null | null | null | 36 | null | null | null | null | mlx_lm | mlxbench-1 | null | 512 | 256 | 5,126.51 | 129.13 | 221.3 | 3.248 | Apple M3 Max | 5,268.9419 | 288.3994 | wikitext2-test-v1 | 16,368 | 0.32.2 | 0.31.3 | 26 | [
"implausible_perplexity"
] |
2026-09-14T04:54:55Z | 2 | 0.1.0 | mlx_benchmark | null | Gemma | 3-8B | 4-bit | 4,096 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | mlx-community/gemma-4-e2b-it-mxfp4 | gemma-4-e2b-it-mxfp4 | 4 | false | image-text-to-text | 159 | 1 | null | null | null | null | 36 | null | null | null | null | mlx_lm | mlxbench-1 | null | 512 | 256 | 5,141.93 | 135.39 | 233 | 3.103 | Apple M3 Max | 5,037.0468 | 286.9584 | wikitext2-test-v1 | 16,368 | 0.32.2 | 0.31.3 | 26 | [
"implausible_perplexity"
] |
2026-09-14T04:55:19Z | 2 | 0.1.0 | mlx_benchmark | null | LFM | 8-15B | 4-bit | 4,096 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | mlx-community/LFM2.5-8B-A1B-OptiQ-4bit | LFM2.5-8B-A1B-OptiQ-4bit | 4 | false | text-generation | 286 | 0 | null | null | null | null | 36 | null | null | null | null | mlx_lm | mlxbench-1 | null | 512 | 256 | 2,331.15 | 148.91 | 275.3 | 5.969 | Apple M3 Max | 58.7239 | 1.7247 | wikitext2-test-v1 | 16,368 | 0.32.2 | 0.31.3 | 26 | [] |
2026-09-14T04:57:16Z | 2 | 0.1.0 | mlx_benchmark | null | LFM | 8-15B | 4-bit | 4,096 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | mlx-community/LFM2.5-8B-A1B-MLX-4bit | LFM2.5-8B-A1B-MLX-4bit | 4 | false | text-generation | 1,266 | 1 | null | null | null | null | 36 | null | null | null | null | mlx_lm | mlxbench-1 | null | 512 | 256 | 2,355.09 | 181.71 | 264.2 | 5.272 | Apple M3 Max | 60.7725 | 1.7958 | wikitext2-test-v1 | 16,368 | 0.32.2 | 0.31.3 | 26 | [] |
2026-09-14T05:00:09Z | 2 | 0.1.0 | mlx_benchmark | null | Gemma | 3-8B | 4-bit | 4,096 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | mlx-community/gemma-4-e4b-it-OptiQ-4bit | gemma-4-e4b-it-OptiQ-4bit | 4 | true | text-generation | 2,264 | 29 | null | null | null | null | 36 | null | null | null | null | mlx_lm | mlxbench-1 | null | 512 | 256 | 1,480.79 | 61.45 | 495.1 | 7.247 | Apple M3 Max | 727.7043 | 35.8562 | wikitext2-test-v1 | 16,368 | 0.32.2 | 0.31.3 | 26 | [] |
2026-09-14T05:03:17Z | 2 | 0.1.0 | mlx_benchmark | null | Gemma | 3-8B | 4-bit | 4,096 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | mlx-community/gemma-4-e4b-it-4bit | gemma-4-e4b-it-4bit | 4 | false | image-text-to-text | 16,745 | 36 | null | null | null | null | 36 | null | null | null | null | mlx_lm | mlxbench-1 | null | 512 | 256 | 987.72 | 43.94 | 714.1 | 4.94 | Apple M3 Max | 838.9363 | 41.747 | wikitext2-test-v1 | 16,368 | 0.32.2 | 0.31.3 | 26 | [] |
2026-09-14T05:05:53Z | 2 | 0.1.0 | mlx_benchmark | null | Gemma | 3-8B | 4-bit | 4,096 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | mlx-community/gemma-4-e4b-it-mxfp4 | gemma-4-e4b-it-mxfp4 | 4 | false | image-text-to-text | 143 | 4 | null | null | null | null | 36 | null | null | null | null | mlx_lm | mlxbench-1 | null | 512 | 256 | 1,304.97 | 61.93 | 578.2 | 4.705 | Apple M3 Max | 452.5362 | 21.0366 | wikitext2-test-v1 | 16,368 | 0.32.2 | 0.31.3 | 26 | [] |
2026-09-14T05:09:09Z | 2 | 0.1.0 | mlx_benchmark | null | Ornith | 8-15B | 4-bit | 4,096 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | mlx-community/Ornith-1.0-9B-OptiQ-4bit | Ornith-1.0-9B-OptiQ-4bit | 4 | true | image-text-to-text | 677 | 9 | null | null | null | null | 36 | null | null | null | null | mlx_lm | mlxbench-1 | null | 512 | 256 | 517.69 | 40.68 | 1,129 | 7.922 | Apple M3 Max | 7.4959 | 0.1511 | wikitext2-test-v1 | 16,368 | 0.32.2 | 0.31.3 | 26 | [] |
2026-09-14T07:20:54Z | 2 | 0.1.0 | mlx_benchmark | null | Gemma | 15-35B | 4-bit | 4,096 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | mlx-community/gemma-4-26B-A4B-it-OptiQ-4bit | gemma-4-26B-A4B-it-OptiQ-4bit | 4 | true | text-generation | 1,913 | 19 | null | null | null | null | 36 | null | null | null | null | mlx_lm | mlxbench-2 | null | 512 | 256 | 950.57 | 57.05 | 731.7 | 18.187 | Apple M3 Max | 15,582.0869 | 942.5198 | wikitext2-test-v1 | 16,368 | 0.32.2 | 0.31.3 | 26 | [
"implausible_perplexity"
] |
2026-09-14T07:26:51Z | 2 | 0.1.0 | mlx_benchmark | null | Gemma | 15-35B | 4-bit | 4,096 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | mlx-community/gemma-4-26b-a4b-it-4bit | gemma-4-26b-a4b-it-4bit | 4 | false | image-text-to-text | 19,200 | 83 | null | null | null | null | 36 | null | null | null | null | mlx_lm | mlxbench-2 | null | 512 | 256 | 908.08 | 77.58 | 709.1 | 14.758 | Apple M3 Max | 39,388.7268 | 2,533.8608 | wikitext2-test-v1 | 16,368 | 0.32.2 | 0.31.3 | 26 | [
"implausible_perplexity"
] |
2026-09-14T07:27:27Z | 2 | 0.1.0 | session | ee7034bf7032aced | Qwen | 15-35B | 4-bit | 262,144 | balanced | recent | 80 | [
"Qwen"
] | [
"4-bit"
] | 6 | confirmed | 48 | true | null | null | null | null | null | null | null | null | mlx-community/gemma-4-26b-a4b-it-4bit | 86.5 | Likely | heuristic-v1 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T07:41:04Z | 2 | 0.1.0 | session | c40fa04a35270023 | null | null | null | 32,768 | quality | recommended | 3,847 | null | null | 4 | detected | 8 | false | true | 2,692 | mid | apple | metal-3 | chrome | macos | 8 | mlx-community/gemma-4-E2B-it-qat-mobile | 83.1 | Comfortable | heuristic-v1 | [
"mlx-community/gemma-4-E2B-it-qat-mobile"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T07:41:11Z | 2 | 0.1.0 | mlx_benchmark | null | Gemma | 15-35B | 4-bit | 4,096 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | mlx-community/gemma-4-26b-a4b-it-nvfp4 | gemma-4-26b-a4b-it-nvfp4 | 4 | false | image-text-to-text | 546 | 17 | null | null | null | null | 36 | null | null | null | null | mlx_lm | mlxbench-2 | null | 512 | 256 | 949.54 | 79.88 | 696.7 | 14.756 | Apple M3 Max | 9,030.4151 | 539.6075 | wikitext2-test-v1 | 16,368 | 0.32.2 | 0.31.3 | 26 | [
"implausible_perplexity"
] |
2026-09-14T07:56:53Z | 2 | 0.1.0 | mlx_benchmark | null | Tess | 15-35B | 4-bit | 4,096 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | mlx-community/Tess-4-27B-OptiQ-4bit | Tess-4-27B-OptiQ-4bit | 4 | true | image-text-to-text | 93 | 0 | null | null | null | null | 36 | null | null | null | null | mlx_lm | mlxbench-2 | null | 512 | 256 | null | null | null | 19.943 | Apple M3 Max | 5.8462 | 0.1095 | wikitext2-test-v1 | 16,368 | 0.32.2 | 0.31.3 | 26 | [] |
2026-09-14T08:02:54Z | 2 | 0.1.0 | session | 45b6fd5c4b4b1719 | null | null | null | 8,192 | balanced | recommended | 3,847 | null | null | 2 | detected | 8 | false | true | 160 | entry | intel | gen-12lp | edge | windows | 12 | mlx-community/MiniCPM5-1B-OptiQ-4bit | 84.5 | Comfortable | heuristic-v1 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T08:12:15Z | 2 | 0.1.0 | session | ee7034bf7032aced | Qwen | 15-35B | 4-bit | 131,072 | balanced | recent | 80 | [
"Qwen"
] | [
"4-bit"
] | 7 | confirmed | 48 | true | null | null | null | null | null | null | null | null | mlx-community/gemma-4-26b-a4b-it-4bit | 86.5 | Likely | heuristic-v1 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T08:14:31Z | 2 | 0.1.0 | mlx_benchmark | null | Tess | 15-35B | 4-bit | 4,096 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | mlx-community/Tess-4-27B-4bit | Tess-4-27B-4bit | 4 | false | image-text-to-text | 14 | 0 | null | null | null | null | 36 | null | null | null | null | mlx_lm | mlxbench-2 | null | 512 | 256 | null | null | null | 16.39 | Apple M3 Max | 5.9528 | 0.1123 | wikitext2-test-v1 | 16,368 | 0.32.2 | 0.31.3 | 26 | [] |
2026-09-14T08:29:01Z | 2 | 0.1.0 | mlx_benchmark | null | Tess | 15-35B | 4-bit | 4,096 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | mlx-community/Tess-4-27B-nvfp4 | Tess-4-27B-nvfp4 | 4 | false | image-text-to-text | 13 | 0 | null | null | null | null | 36 | null | null | null | null | mlx_lm | mlxbench-2 | null | 512 | 256 | 133.78 | 16.37 | 3,956.3 | 16.33 | Apple M3 Max | 6.068 | 0.1151 | wikitext2-test-v1 | 16,368 | 0.32.2 | 0.31.3 | 26 | [] |
2026-09-14T08:40:58Z | 2 | 0.1.0 | session | acca66618419b09e | null | null | null | 8,192 | balanced | popular | 3,847 | null | null | 1 | none | null | false | null | null | null | null | null | null | null | null | mlx-community/Qwen3.8-27B-4bit | 72.9 | null | heuristic-v1 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T08:43:03Z | 2 | 0.1.0 | mlx_benchmark | null | Qwen | 15-35B | 4-bit | 4,096 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | mlx-community/Qwen3.6-27B-OptiQ-4bit | Qwen3.6-27B-OptiQ-4bit | 4 | true | text-generation | 2,783 | 78 | null | null | null | null | 36 | null | null | null | null | mlx_lm | mlxbench-2 | null | 512 | 256 | null | null | null | 19.943 | Apple M3 Max | 5.924 | 0.1126 | wikitext2-test-v1 | 16,368 | 0.32.2 | 0.31.3 | 26 | [] |
2026-09-14T08:44:32Z | 2 | 0.1.0 | session | acca66618419b09e | null | null | null | 8,192 | balanced | recommended | 3,847 | null | null | 1 | none | null | false | null | null | null | null | null | null | null | null | mlx-community/Qwen3.8-27B-4bit | 72.9 | null | heuristic-v1 | [
"mlx-community/gemma-4-e4b-it-OptiQ-4bit"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T08:53:08Z | 2 | 0.1.0 | mlx_benchmark | null | Qwen | 15-35B | 4-bit | 4,096 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | mlx-community/Qwen3.6-27B-4bit | Qwen3.6-27B-4bit | 4 | false | image-text-to-text | 41,546 | 51 | null | null | null | null | 36 | null | null | null | null | mlx_lm | mlxbench-2 | null | 512 | 256 | null | null | null | 16.39 | Apple M3 Max | 6.0576 | 0.1163 | wikitext2-test-v1 | 16,368 | 0.32.2 | 0.31.3 | 26 | [] |
2026-09-14T09:02:14Z | 2 | 0.1.0 | session | 3dff2cdf5cd30298 | DeepSeek | null | null | 65,536 | balanced | recommended | 181 | [
"Qwen",
"DeepSeek"
] | null | 8 | confirmed | 16 | true | null | null | null | null | null | null | null | null | mlx-community/DeepSeek-R1-Distill-Qwen-1.5B-4bit | 79.8 | Comfortable | heuristic-v1 | [
"mlx-community/DeepSeek-V4-Pro-Qwen3.5-9B-4bit"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T09:03:49Z | 2 | 0.1.0 | session | 3dff2cdf5cd30298 | DeepSeek | null | 4-bit | 65,536 | balanced | recommended | 63 | [
"Qwen",
"DeepSeek"
] | [
"4-bit"
] | 9 | confirmed | 16 | true | null | null | null | null | null | null | null | null | mlx-community/DeepSeek-R1-Distill-Qwen-1.5B-4bit | 80.8 | Comfortable | heuristic-v1 | [
"mlx-community/DeepSeek-V4-Pro-Qwen3.5-9B-4bit"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T09:04:43Z | 2 | 0.1.0 | mlx_benchmark | null | Qwen | 15-35B | 4-bit | 4,096 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | mlx-community/Qwen3.6-27B-nvfp4 | Qwen3.6-27B-nvfp4 | 4 | false | image-text-to-text | 1,037 | 9 | null | null | null | null | 36 | null | null | null | null | mlx_lm | mlxbench-2 | null | 512 | 256 | null | null | null | 16.33 | Apple M3 Max | 6.186 | 0.1196 | wikitext2-test-v1 | 16,368 | 0.32.2 | 0.31.3 | 26 | [] |
2026-09-14T09:05:59Z | 2 | 0.1.0 | session | 4c73d55eff7c553e | null | null | null | 8,192 | balanced | popular | 3,847 | null | null | 1 | none | null | false | null | null | null | null | null | null | null | null | mlx-community/Qwen3.8-27B-4bit | 72.9 | null | heuristic-v1 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T09:12:19Z | 2 | 0.1.0 | mlx_benchmark | null | Qwen | 15-35B | 4-bit | 4,096 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | mlx-community/Qwen3.8-27B-OptiQ-4bit | Qwen3.8-27B-OptiQ-4bit | 4 | true | image-text-to-text | 14,390 | 18 | null | null | null | null | 36 | null | null | null | null | mlx_lm | mlxbench-2 | null | 512 | 256 | 99.3 | 7.73 | 5,265 | 20.625 | Apple M3 Max | 6.0384 | 0.1149 | wikitext2-test-v1 | 16,368 | 0.32.2 | 0.31.3 | 26 | [] |
2026-09-14T09:21:07Z | 2 | 0.1.0 | mlx_benchmark | null | Qwen | 15-35B | 4-bit | 4,096 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | mlx-community/Qwen3.8-27B-4bit | Qwen3.8-27B-4bit | 4 | false | image-text-to-text | 150,839 | 151 | null | null | null | null | 36 | null | null | null | null | mlx_lm | mlxbench-2 | null | 512 | 256 | 131.32 | 16.9 | 4,051.5 | 16.39 | Apple M3 Max | 6.1455 | 0.1175 | wikitext2-test-v1 | 16,368 | 0.32.2 | 0.31.3 | 26 | [] |
2026-09-14T09:29:38Z | 2 | 0.1.0 | mlx_benchmark | null | Qwen | 15-35B | 4-bit | 4,096 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | mlx-community/Qwen3.8-27B-mxfp4 | Qwen3.8-27B-mxfp4 | 4 | false | image-text-to-text | 6,496 | 6 | null | null | null | null | 36 | null | null | null | null | mlx_lm | mlxbench-2 | null | 512 | 256 | 132.49 | 17.94 | 4,003.6 | 15.549 | Apple M3 Max | 6.3985 | 0.1249 | wikitext2-test-v1 | 16,368 | 0.32.2 | 0.31.3 | 26 | [] |
2026-09-14T09:35:50Z | 2 | 0.1.0 | session | acca66618419b09e | null | null | null | 8,192 | balanced | recommended | 3,847 | null | null | 2 | confirmed | 16 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.5-4B-OptiQ-4bit | 86.1 | Comfortable | heuristic-v1 | [
"mlx-community/gemma-4-e4b-it-OptiQ-4bit"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T09:46:00Z | 2 | 0.1.0 | session | acca66618419b09e | null | null | null | 8,192 | balanced | recommended | 3,847 | null | null | 4 | confirmed | 16 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.5-4B-OptiQ-4bit | 86.1 | Comfortable | heuristic-v1 | [
"mlx-community/gemma-4-e4b-it-OptiQ-4bit",
"mlx-community/Qwen3.5-4B-OptiQ-4bit",
"mlx-community/Qwen3.5-9B-MLX-4bit"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T09:50:31Z | 2 | 0.1.0 | session | 82d7b7ad44495d1b | null | null | null | 8,192 | balanced | recommended | 3,847 | null | null | 2 | confirmed | 16 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.5-4B-OptiQ-4bit | 86.1 | Comfortable | heuristic-v1 | [
"mlx-community/Qwen3.5-4B-OptiQ-4bit"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T09:58:22Z | 2 | 0.1.0 | session | f03963fee2c34e63 | null | null | null | 131,072 | quality | recommended | 3,847 | null | null | 5 | confirmed | 24 | true | null | null | null | null | null | null | null | null | mlx-community/gemma-4-e4b-it-8bit | 83.5 | Likely | heuristic-v1 | null | [
"mlx-community/gemma-4-e4b-it-8bit"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T09:59:26Z | 2 | 0.1.0 | session | f03963fee2c34e63 | null | null | null | 131,072 | quality | recommended | 3,847 | null | null | 5 | confirmed | 24 | true | null | null | null | null | null | null | null | null | mlx-community/gemma-4-e4b-it-8bit | 83.5 | Likely | heuristic-v1 | [
"mlx-community/gemma-4-e4b-it-OptiQ-4bit"
] | [
"mlx-community/gemma-4-e4b-it-8bit",
"mlx-community/gemma-4-e4b-it-OptiQ-4bit"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T10:01:55Z | 2 | 0.1.0 | session | 82d7b7ad44495d1b | null | null | null | 8,192 | balanced | recommended | 3,847 | null | null | 2 | confirmed | 16 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.5-4B-OptiQ-4bit | 86.1 | Comfortable | heuristic-v1 | [
"mlx-community/Qwen3.5-4B-OptiQ-4bit",
"mlx-community/Qwen3.5-9B-MLX-4bit"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T10:12:41Z | 2 | 0.1.0 | session | acca66618419b09e | null | null | null | 8,192 | balanced | recommended | 3,847 | null | null | 4 | confirmed | 16 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.5-4B-OptiQ-4bit | 86.1 | Comfortable | heuristic-v1 | [
"mlx-community/gemma-4-e4b-it-OptiQ-4bit",
"mlx-community/Qwen3.5-4B-OptiQ-4bit",
"mlx-community/Qwen3.5-9B-MLX-4bit",
"mlx-community/Qwen3.5-9B-4bit"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T12:06:13Z | 2 | 0.1.0 | session | b064ff68877b4f4a | null | null | null | 262,144 | balanced | recommended | 3,848 | null | null | 7 | confirmed | 64 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.8-27B-4bit | 90.5 | Comfortable | heuristic-v1 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T12:25:30Z | 2 | 0.1.0 | session | 3b0299408f4d7fb7 | Qwen | null | null | 65,536 | speed | recent | 837 | [
"Qwen"
] | null | 10 | confirmed | 48 | true | true | 5 | entry | null | null | firefox | macos | 15 | mlx-community/Qwen3.8-27B-4bit | 86.6 | Comfortable | heuristic-v1 | [
"mlx-community/Qwen3.6-35B-A3B-OptiQ-4bit-REAP-19B"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T12:28:41Z | 2 | 0.1.0 | session | 3b0299408f4d7fb7 | Qwen | null | null | 65,536 | speed | recent | 837 | [
"Qwen"
] | null | 10 | confirmed | 48 | true | true | 5 | entry | null | null | firefox | macos | 15 | mlx-community/Qwen3.8-27B-4bit | 86.6 | Comfortable | heuristic-v1 | [
"mlx-community/Qwen3.6-35B-A3B-OptiQ-4bit-REAP-19B"
] | null | [
"mlx-community/Qwen3.6-35B-A3B-OptiQ-4bit-REAP-19B"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T12:30:54Z | 2 | 0.1.0 | session | 3b0299408f4d7fb7 | Qwen | null | null | 65,536 | balanced | recommended | 837 | [
"Qwen"
] | null | 11 | confirmed | 48 | true | true | 5 | entry | null | null | firefox | macos | 15 | mlx-community/Qwen3.8-27B-4bit | 92.3 | Comfortable | heuristic-v1 | [
"mlx-community/Qwen3.6-35B-A3B-OptiQ-4bit-REAP-19B",
"mlx-community/Qwen3.6-35B-A3B-4bit"
] | null | [
"mlx-community/Qwen3.6-35B-A3B-OptiQ-4bit-REAP-19B",
"mlx-community/Qwen3.6-35B-A3B-4bit"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T12:36:22Z | 2 | 0.1.0 | session | 3b0299408f4d7fb7 | null | null | null | 65,536 | balanced | recommended | 3,848 | [
"Qwen"
] | null | 11 | confirmed | 48 | true | true | 5 | entry | null | null | firefox | macos | 15 | mlx-community/Qwen3.8-27B-4bit | 91 | Comfortable | heuristic-v1 | [
"mlx-community/Qwen3.6-35B-A3B-OptiQ-4bit-REAP-19B",
"mlx-community/Qwen3.6-35B-A3B-4bit"
] | null | [
"mlx-community/Qwen3.6-35B-A3B-OptiQ-4bit-REAP-19B",
"mlx-community/Qwen3.6-35B-A3B-4bit"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T12:58:08Z | 2 | 0.1.0 | session | 69f47da21b59c62c | Qwen | null | null | 32,768 | balanced | recommended | 837 | [
"Qwen"
] | null | 4 | confirmed | 32 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.5-9B-OptiQ-4bit | 89.9 | Comfortable | heuristic-v1 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T12:58:50Z | 2 | 0.1.0 | session | 69f47da21b59c62c | null | null | null | 8,192 | balanced | recommended | 3,848 | null | null | 1 | none | null | false | null | null | null | null | null | null | null | null | mlx-community/Qwen3.8-27B-4bit | 73.9 | null | heuristic-v1 | null | [
"mlx-community/Qwen3.8-27B-4bit"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T13:03:40Z | 2 | 0.1.0 | session | 69f47da21b59c62c | null | null | null | 8,192 | balanced | recommended | 3,848 | null | null | 1 | none | null | false | null | null | null | null | null | null | null | null | mlx-community/Qwen3.8-27B-4bit | 73.9 | null | heuristic-v1 | [
"mlx-community/Qwen3.8-27B-4bit"
] | [
"mlx-community/Qwen3.8-27B-4bit"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T13:04:34Z | 2 | 0.1.0 | session | 38bb61544f94b366 | null | null | null | 8,192 | balanced | recommended | 3,848 | null | null | 2 | confirmed | 48 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.8-27B-4bit | 91.6 | Comfortable | heuristic-v1 | [
"mlx-community/Qwen3.8-27B-4bit"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T13:05:17Z | 2 | 0.1.0 | session | 38bb61544f94b366 | null | null | null | 8,192 | balanced | recommended | 3,848 | null | null | 2 | confirmed | 48 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.8-27B-4bit | 91.6 | Comfortable | heuristic-v1 | [
"mlx-community/Qwen3.8-27B-4bit"
] | null | [
"mlx-community/Qwen3.8-27B-4bit"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T13:07:24Z | 2 | 0.1.0 | session | 38bb61544f94b366 | null | null | null | 131,072 | balanced | recommended | 3,848 | null | null | 3 | confirmed | 48 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.8-27B-4bit | 89.9 | Comfortable | heuristic-v1 | [
"mlx-community/Qwen3.8-27B-4bit"
] | null | [
"mlx-community/Qwen3.8-27B-4bit"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T13:08:56Z | 2 | 0.1.0 | session | 1291ae640960ebf0 | null | null | null | 8,192 | balanced | recommended | 3,848 | null | null | 1 | none | null | false | null | null | null | null | null | null | null | null | mlx-community/Qwen3.8-27B-4bit | 73.9 | null | heuristic-v1 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T13:11:44Z | 2 | 0.1.0 | session | 1291ae640960ebf0 | Qwen | null | null | 8,192 | balanced | popular | 5 | [
"Qwen"
] | null | 3 | confirmed | 48 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.8-27B-4bit | 93.1 | Comfortable | heuristic-v1 | [
"mlx-community/Qwen3.6-35B-A3B-OptiQ-4bit-REAP-19B"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T13:11:48Z | 2 | 0.1.0 | session | 1291ae640960ebf0 | Qwen | null | null | 8,192 | balanced | popular | 5 | [
"Qwen"
] | null | 3 | confirmed | 48 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.8-27B-4bit | 93.1 | Comfortable | heuristic-v1 | [
"mlx-community/Qwen3.6-35B-A3B-OptiQ-4bit-REAP-19B"
] | null | [
"mlx-community/Qwen3.6-35B-A3B-OptiQ-4bit-REAP-19B"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T13:14:22Z | 2 | 0.1.0 | session | 1291ae640960ebf0 | null | null | null | 8,192 | speed | popular | 22 | [
"Qwen",
"Other"
] | null | 6 | confirmed | 48 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.8-27B-4bit | 93.1 | Comfortable | heuristic-v1 | [
"mlx-community/Qwen3.6-35B-A3B-OptiQ-4bit-REAP-19B",
"mlx-community/Ornith-1.5-35B-A3B-OptiQ-4bit-REAP-19B"
] | null | [
"mlx-community/Qwen3.6-35B-A3B-OptiQ-4bit-REAP-19B",
"mlx-community/Ornith-1.5-35B-A3B-OptiQ-4bit-REAP-19B"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T13:15:11Z | 2 | 0.1.0 | session | 1291ae640960ebf0 | null | null | null | 8,192 | speed | popular | 21 | [
"Qwen",
"Other"
] | null | 6 | confirmed | 48 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.8-27B-4bit | 93.1 | Comfortable | heuristic-v1 | [
"mlx-community/Qwen3.6-35B-A3B-OptiQ-4bit-REAP-19B",
"mlx-community/Ornith-1.5-35B-A3B-OptiQ-4bit-REAP-19B",
"mlx-community/Qwen3.6-35B-A3B-MTP-4bit"
] | null | [
"mlx-community/Qwen3.6-35B-A3B-OptiQ-4bit-REAP-19B",
"mlx-community/Ornith-1.5-35B-A3B-OptiQ-4bit-REAP-19B",
"mlx-community/Qwen3.6-35B-A3B-MTP-4bit"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T13:18:07Z | 2 | 0.1.0 | session | 1291ae640960ebf0 | null | null | null | 8,192 | speed | popular | 21 | [
"Qwen",
"Other"
] | null | 6 | confirmed | 48 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.8-27B-4bit | 93.1 | Comfortable | heuristic-v1 | [
"mlx-community/Qwen3.6-35B-A3B-OptiQ-4bit-REAP-19B",
"mlx-community/Ornith-1.5-35B-A3B-OptiQ-4bit-REAP-19B",
"mlx-community/Qwen3.6-35B-A3B-MTP-4bit",
"mlx-community/Qwen3.6-35B-A3B-MTP-5bit"
] | null | [
"mlx-community/Qwen3.6-35B-A3B-OptiQ-4bit-REAP-19B",
"mlx-community/Ornith-1.5-35B-A3B-OptiQ-4bit-REAP-19B",
"mlx-community/Qwen3.6-35B-A3B-MTP-4bit",
"mlx-community/Qwen3.6-35B-A3B-MTP-5bit"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T13:19:14Z | 2 | 0.1.0 | session | ed812512ce25ec8d | Qwen | 15-35B | 8-bit | 8,192 | balanced | recommended | 45 | [
"Qwen"
] | [
"6-bit",
"8-bit"
] | 6 | confirmed | 48 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.6-35B-A3B-4bit-DWQ | 86.4 | Comfortable | heuristic-v1 | [
"mlx-community/Qwen3.8-27B-8bit"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T13:19:45Z | 2 | 0.1.0 | session | ed812512ce25ec8d | Qwen | 15-35B | 4-bit | 8,192 | balanced | recommended | 80 | [
"Qwen"
] | [
"6-bit",
"8-bit",
"4-bit"
] | 8 | confirmed | 48 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.8-27B-4bit | 95.2 | Comfortable | heuristic-v1 | [
"mlx-community/Qwen3.8-27B-8bit",
"mlx-community/Qwen3.8-27B-4bit"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T13:20:43Z | 2 | 0.1.0 | session | 8a67975971a80fe8 | null | null | null | 32,768 | balanced | recommended | 3,848 | null | null | 3 | confirmed | 48 | true | true | 4,679 | high | apple | metal-3 | chrome | macos | 12 | mlx-community/Qwen3.8-27B-4bit | 91.6 | Comfortable | heuristic-v1 | [
"mlx-community/Qwen3.8-27B-4bit"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T13:21:09Z | 2 | 0.1.0 | session | 8a67975971a80fe8 | null | null | null | 32,768 | balanced | recommended | 3,848 | null | null | 3 | confirmed | 48 | true | true | 4,679 | high | apple | metal-3 | chrome | macos | 12 | mlx-community/Qwen3.8-27B-4bit | 91.6 | Comfortable | heuristic-v1 | [
"mlx-community/Qwen3.8-27B-4bit"
] | null | [
"mlx-community/Qwen3.8-27B-4bit"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T13:21:14Z | 2 | 0.1.0 | session | 1291ae640960ebf0 | null | null | null | 8,192 | speed | popular | 22 | [
"Qwen",
"Other"
] | null | 6 | confirmed | 48 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.8-27B-4bit | 93.1 | Comfortable | heuristic-v1 | [
"mlx-community/Qwen3.6-35B-A3B-OptiQ-4bit-REAP-19B",
"mlx-community/Ornith-1.5-35B-A3B-OptiQ-4bit-REAP-19B",
"mlx-community/Qwen3.6-35B-A3B-MTP-4bit",
"mlx-community/Qwen3.6-35B-A3B-MTP-5bit"
] | null | [
"mlx-community/Qwen3.6-35B-A3B-OptiQ-4bit-REAP-19B",
"mlx-community/Ornith-1.5-35B-A3B-OptiQ-4bit-REAP-19B",
"mlx-community/Qwen3.6-35B-A3B-MTP-4bit",
"mlx-community/Qwen3.6-35B-A3B-MTP-5bit"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T13:27:12Z | 2 | 0.1.0 | session | d05222c6a93c8691 | null | null | null | 65,536 | balanced | recommended | 3,848 | null | null | 3 | confirmed | 48 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.8-27B-4bit | 91 | Comfortable | heuristic-v1 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T13:30:20Z | 2 | 0.1.0 | session | d05222c6a93c8691 | null | null | null | 65,536 | balanced | recommended | 3,848 | null | null | 3 | confirmed | 48 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.8-27B-4bit | 91 | Comfortable | heuristic-v1 | [
"mlx-community/Qwen3.8-27B-4bit"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T13:33:31Z | 2 | 0.1.0 | session | 44e43c905db5404c | null | null | null | 8,192 | balanced | recommended | 3,848 | null | null | 2 | confirmed | 64 | true | true | 2,253 | mid | apple | apple | safari | macos | 8 | mlx-community/Qwen3.8-27B-4bit | 90.6 | Comfortable | heuristic-v1 | null | null | [
"mlx-community/Qwen3.8-27B-OptiQ-4bit"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T13:38:21Z | 2 | 0.1.0 | session | 1291ae640960ebf0 | null | null | null | 8,192 | speed | popular | 22 | [
"Qwen",
"Other"
] | null | 6 | confirmed | 48 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.8-27B-4bit | 93.1 | Comfortable | heuristic-v1 | [
"mlx-community/Qwen3.6-35B-A3B-OptiQ-4bit-REAP-19B",
"mlx-community/Ornith-1.5-35B-A3B-OptiQ-4bit-REAP-19B",
"mlx-community/Qwen3.6-35B-A3B-MTP-4bit",
"mlx-community/Qwen3.6-35B-A3B-MTP-5bit",
"mlx-community/Ornith-1.0-35B-OptiQ-4bit-REAP-19B"
] | null | [
"mlx-community/Qwen3.6-35B-A3B-OptiQ-4bit-REAP-19B",
"mlx-community/Ornith-1.5-35B-A3B-OptiQ-4bit-REAP-19B",
"mlx-community/Qwen3.6-35B-A3B-MTP-4bit",
"mlx-community/Qwen3.6-35B-A3B-MTP-5bit",
"mlx-community/Ornith-1.0-35B-OptiQ-4bit-REAP-19B"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T13:42:47Z | 2 | 0.1.0 | session | 1291ae640960ebf0 | null | null | null | 8,192 | speed | popular | 21 | [
"Qwen",
"Other"
] | null | 6 | confirmed | 48 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.8-27B-4bit | 93.1 | Comfortable | heuristic-v1 | [
"mlx-community/Qwen3.6-35B-A3B-OptiQ-4bit-REAP-19B",
"mlx-community/Ornith-1.5-35B-A3B-OptiQ-4bit-REAP-19B",
"mlx-community/Qwen3.6-35B-A3B-MTP-4bit",
"mlx-community/Qwen3.6-35B-A3B-MTP-5bit",
"mlx-community/Ornith-1.0-35B-OptiQ-4bit-REAP-19B"
] | null | [
"mlx-community/Qwen3.6-35B-A3B-OptiQ-4bit-REAP-19B",
"mlx-community/Ornith-1.5-35B-A3B-OptiQ-4bit-REAP-19B",
"mlx-community/Qwen3.6-35B-A3B-MTP-4bit",
"mlx-community/Qwen3.6-35B-A3B-MTP-5bit",
"mlx-community/Ornith-1.0-35B-OptiQ-4bit-REAP-19B"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T13:46:06Z | 2 | 0.1.0 | session | 44e43c905db5404c | null | null | null | 131,072 | balanced | recommended | 3,848 | null | null | 3 | confirmed | 64 | true | true | 2,253 | mid | apple | apple | safari | macos | 8 | mlx-community/Qwen3.8-27B-4bit | 91.5 | Comfortable | heuristic-v1 | null | null | [
"mlx-community/Qwen3.8-27B-OptiQ-4bit"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T13:49:56Z | 2 | 0.1.0 | session | 1291ae640960ebf0 | null | null | null | 8,192 | speed | popular | 22 | [
"Qwen",
"Other"
] | null | 6 | confirmed | 48 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.8-27B-4bit | 93.1 | Comfortable | heuristic-v1 | [
"mlx-community/Qwen3.6-35B-A3B-OptiQ-4bit-REAP-19B",
"mlx-community/Ornith-1.5-35B-A3B-OptiQ-4bit-REAP-19B",
"mlx-community/Qwen3.6-35B-A3B-MTP-4bit",
"mlx-community/Qwen3.6-35B-A3B-MTP-5bit",
"mlx-community/Ornith-1.0-35B-OptiQ-4bit-REAP-19B"
] | null | [
"mlx-community/Qwen3.6-35B-A3B-OptiQ-4bit-REAP-19B",
"mlx-community/Ornith-1.5-35B-A3B-OptiQ-4bit-REAP-19B",
"mlx-community/Qwen3.6-35B-A3B-MTP-4bit",
"mlx-community/Qwen3.6-35B-A3B-MTP-5bit",
"mlx-community/Ornith-1.0-35B-OptiQ-4bit-REAP-19B"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T13:50:05Z | 2 | 0.1.0 | feedback | 38bb61544f94b366 | Qwen | 15-35B | 4-bit | 131,072 | balanced | null | null | null | null | null | confirmed | 48 | true | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | mlx-community/Qwen3.8-27B-4bit | Qwen3.8-27B-4bit | 4 | false | image-text-to-text | 142,052 | 154 | planning | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T13:50:14Z | 2 | 0.1.0 | session | 38bb61544f94b366 | null | null | null | 131,072 | balanced | recommended | 3,848 | null | null | 4 | confirmed | 48 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.8-27B-4bit | 89.9 | Comfortable | heuristic-v1 | [
"mlx-community/Qwen3.8-27B-4bit"
] | null | [
"mlx-community/Qwen3.8-27B-4bit"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T14:03:52Z | 2 | 0.1.0 | session | 4631f1ac0de4dc6b | Qwen | null | null | 262,144 | quality | recent | 837 | [
"Qwen"
] | null | 5 | confirmed | 128 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.8-27B-8bit | 86.5 | Comfortable | heuristic-v1 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T14:43:46Z | 2 | 0.1.0 | session | 713062aed8a4fa8a | null | null | null | 8,192 | balanced | recommended | 3,848 | null | null | 1 | none | null | false | null | null | null | null | null | null | null | null | mlx-community/Qwen3.8-27B-4bit | 73.9 | null | heuristic-v1 | [
"mlx-community/Qwen3.5-9B-OptiQ-4bit"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T14:46:30Z | 2 | 0.1.0 | session | 713062aed8a4fa8a | null | null | null | 32,768 | balanced | recommended | 3,848 | null | null | 6 | confirmed | 16 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.5-4B-OptiQ-4bit | 85.5 | Comfortable | heuristic-v1 | null | null | [
"mlx-community/Qwen3.5-4B-OptiQ-4bit"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T14:48:12Z | 2 | 0.1.0 | session | 713062aed8a4fa8a | null | null | null | 32,768 | balanced | recommended | 3,848 | null | null | 7 | confirmed | 16 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.5-4B-OptiQ-4bit | 85.5 | Comfortable | heuristic-v1 | [
"mlx-community/Qwen3.5-4B-OptiQ-4bit",
"mlx-community/Qwen3.8-27B-4bit",
"mlx-community/gemma-4-31b-it-4bit"
] | null | [
"mlx-community/Qwen3.5-4B-OptiQ-4bit"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T15:25:19Z | 2 | 0.1.0 | session | 3dff2cdf5cd30298 | DeepSeek | null | 4-bit | 65,536 | balanced | recommended | 63 | [
"Qwen",
"DeepSeek"
] | [
"4-bit"
] | 9 | confirmed | null | true | null | null | null | null | null | null | null | null | mlx-community/DeepSeek-R1-Distill-Qwen-1.5B-4bit | 80.8 | Comfortable | heuristic-v1 | [
"mlx-community/DeepSeek-V4-Pro-Qwen3.5-9B-4bit"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T16:29:20Z | 2 | 0.1.0 | session | 689189d24c5a5fd0 | null | null | null | 8,192 | balanced | recommended | 3,848 | null | null | 1 | none | null | false | null | null | null | null | null | null | null | null | mlx-community/Qwen3.8-27B-4bit | 73.9 | null | heuristic-v1 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T16:30:01Z | 2 | 0.1.0 | session | 689189d24c5a5fd0 | null | null | null | 8,192 | balanced | recommended | 3,848 | null | null | 2 | confirmed | 32 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.5-9B-OptiQ-4bit | 88.5 | Comfortable | heuristic-v1 | [
"mlx-community/Qwen3.5-9B-OptiQ-4bit"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T16:30:23Z | 2 | 0.1.0 | session | 689189d24c5a5fd0 | null | null | null | 131,072 | balanced | recommended | 3,848 | null | null | 3 | confirmed | 32 | true | null | null | null | null | null | null | null | null | mlx-community/gemma-4-e4b-it-OptiQ-4bit | 88.3 | Comfortable | heuristic-v1 | [
"mlx-community/Qwen3.5-9B-OptiQ-4bit"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T16:31:59Z | 2 | 0.1.0 | session | 171ac5f6056e1697 | Gemma | MoE | null | 65,536 | balanced | recommended | 51 | [
"Qwen",
"Gemma"
] | null | 8 | confirmed | 128 | true | null | null | null | null | null | null | null | null | mlx-community/gemma-4-26b-a4b-it-4bit | 94.4 | Comfortable | heuristic-v1 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T16:33:39Z | 2 | 0.1.0 | session | 171ac5f6056e1697 | null | null | null | 8,192 | balanced | recommended | 3,848 | null | null | 1 | none | null | false | null | null | null | null | null | null | null | null | mlx-community/Qwen3.8-27B-4bit | 73.9 | null | heuristic-v1 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T16:40:11Z | 2 | 0.1.0 | session | b46681f567f67236 | null | 70B+ | 8-bit | 262,144 | balanced | recommended | 107 | null | [
"8-bit"
] | 6 | confirmed | 192 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3-Coder-Next-8bit | 85.8 | Comfortable | heuristic-v1 | null | [
"mlx-community/Qwen3-235B-A22B-Instruct-2507-8bit"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T16:43:40Z | 2 | 0.1.0 | session | b46681f567f67236 | null | MoE | 8-bit | 262,144 | balanced | recent | 75 | null | [
"8-bit"
] | 7 | confirmed | 192 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.6-35B-A3B-8bit | 88.2 | Comfortable | heuristic-v1 | null | [
"mlx-community/Qwen3-235B-A22B-Instruct-2507-8bit",
"mlx-community/MiniMax-M2.1-REAP-40-8bit"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T16:56:55Z | 2 | 0.1.0 | session | b46681f567f67236 | null | 70B+ | 16-bit | 262,144 | balanced | recent | 34 | null | [
"8-bit",
"16-bit"
] | 9 | confirmed | 192 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.6-35B-A3B-8bit | 88.2 | Comfortable | heuristic-v1 | null | [
"mlx-community/Qwen3-235B-A22B-Instruct-2507-8bit",
"mlx-community/MiniMax-M2.1-REAP-40-8bit"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T17:25:47Z | 2 | 0.1.0 | session | 5b35bec202204633 | null | null | null | 32,768 | speed | recommended | 3,848 | null | null | 8 | confirmed | 24 | true | null | null | null | null | null | null | null | null | mlx-community/gemma-4-e4b-it-OptiQ-4bit | 88.4 | Comfortable | heuristic-v1 | [
"mlx-community/gemma-4-e4b-it-OptiQ-4bit"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T17:25:57Z | 2 | 0.1.0 | session | 5b35bec202204633 | null | null | null | 32,768 | speed | recommended | 3,848 | null | null | 8 | confirmed | 24 | true | null | null | null | null | null | null | null | null | mlx-community/gemma-4-e4b-it-OptiQ-4bit | 88.4 | Comfortable | heuristic-v1 | [
"mlx-community/gemma-4-e4b-it-OptiQ-4bit"
] | null | [
"mlx-community/gemma-4-e4b-it-OptiQ-4bit"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T17:44:35Z | 2 | 0.1.0 | session | 191c792eef80dcd7 | null | null | null | 8,192 | balanced | recommended | 3,848 | null | null | 1 | none | null | false | null | null | null | null | null | null | null | null | mlx-community/Qwen3.8-27B-4bit | 74.2 | null | heuristic-v1 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T17:45:17Z | 2 | 0.1.0 | session | 191c792eef80dcd7 | DeepSeek | null | 8-bit | 262,144 | quality | recommended | 27 | [
"DeepSeek"
] | [
"8-bit"
] | 6 | confirmed | 192 | true | true | 5 | entry | null | null | firefox | macos | 8 | mlx-community/DeepSeek-OCR-8bit | 87.6 | Comfortable | heuristic-v1 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T17:57:57Z | 2 | 0.1.0 | session | 689189d24c5a5fd0 | null | null | null | 131,072 | balanced | recommended | 3,848 | null | null | 3 | confirmed | null | true | null | null | null | null | null | null | null | null | mlx-community/gemma-4-e4b-it-OptiQ-4bit | 88.3 | Comfortable | heuristic-v1 | [
"mlx-community/Qwen3.5-9B-OptiQ-4bit"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T18:03:33Z | 2 | 0.1.0 | session | 6f08c349c3b8e028 | null | null | null | 8,192 | balanced | recommended | 3,848 | null | null | 1 | none | null | false | null | null | null | null | null | null | null | null | mlx-community/Qwen3.8-27B-4bit | 74.2 | null | heuristic-v1 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-14T18:07:53Z | 2 | 0.1.0 | session | 98497b4c8f92ae73 | Llama | null | null | 8,192 | balanced | recommended | 287 | [
"Llama"
] | null | 3 | confirmed | 96 | true | null | null | null | null | null | null | null | null | mlx-community/Llama-3.3-70B-Instruct-4bit | 84.3 | Comfortable | heuristic-v1 | [
"mlx-community/Llama-3.3-70B-Instruct-4bit"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
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