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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2026-09-15T00:51:12Z | 2 | 0.1.0 | session | aa950dae3ebe1842 | null | null | null | 8,192 | balanced | recommended | 5,567 | null | null | 2 | confirmed | 24 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.5-9B-OptiQ-4bit | 87.5 | Comfortable | heuristic-v1 | [
"mlx-community/Qwen3.5-9B-OptiQ-4bit",
"mlx-community/gemma-4-e4b-it-OptiQ-4bit",
"mlx-community/Ornith-1.5-9B-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 | [] |
2026-09-15T01:04:05Z | 2 | 0.1.0 | session | 2eeadcbc15ee5c71 | null | null | null | 262,144 | balanced | recommended | 3,849 | null | null | 9 | confirmed | 32 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.5-9B-MLX-4bit | 84.9 | 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 | [] |
2026-09-15T01:05:43Z | 2 | 0.1.0 | session | 2eeadcbc15ee5c71 | null | null | null | 4,096 | balanced | recommended | 3,849 | null | null | 11 | 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/Qwen3.8-27B-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 | [] |
2026-09-15T01:07:35Z | 2 | 0.1.0 | session | 225a2e470699e246 | null | null | null | 8,192 | balanced | recommended | 3,849 | null | null | 2 | confirmed | 18 | true | null | null | null | null | null | null | null | null | mlx-community/gemma-4-e4b-it-OptiQ-4bit | 86.2 | 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 | [] |
2026-09-15T01:07:58Z | 2 | 0.1.0 | session | aa950dae3ebe1842 | Qwen | null | null | 8,192 | balanced | recommended | 1,064 | [
"Qwen"
] | null | 3 | confirmed | 24 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.5-9B-OptiQ-4bit | 89 | Comfortable | heuristic-v1 | [
"mlx-community/Qwen3.5-9B-OptiQ-4bit",
"mlx-community/gemma-4-e4b-it-OptiQ-4bit",
"mlx-community/Ornith-1.5-9B-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 | [] |
2026-09-15T01:10:01Z | 2 | 0.1.0 | session | 225a2e470699e246 | null | null | null | 8,192 | balanced | recommended | 3,849 | null | null | 2 | confirmed | 18 | true | null | null | null | null | null | null | null | null | mlx-community/gemma-4-e4b-it-OptiQ-4bit | 86.2 | Likely | heuristic-v1 | [
"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 | [] |
2026-09-15T01:11:16Z | 2 | 0.1.0 | session | 2eeadcbc15ee5c71 | null | null | null | 262,144 | balanced | recommended | 3,849 | null | null | 16 | confirmed | 192 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.8-27B-4bit | 89.5 | Comfortable | heuristic-v1 | [
"mlx-community/Qwen3.8-27B-4bit",
"mlx-community/Qwen3.8-27B-8bit",
"mlx-community/Qwen3.8-27B-bf16"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-15T01:26:45Z | 2 | 0.1.0 | session | 2eeadcbc15ee5c71 | null | null | null | 262,144 | balanced | recommended | 3,849 | null | null | 16 | confirmed | 64 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.8-27B-4bit | 90.2 | Comfortable | heuristic-v1 | [
"mlx-community/Qwen3.8-27B-4bit",
"mlx-community/Qwen3.8-27B-8bit",
"mlx-community/Qwen3.8-27B-bf16",
"mlx-community/Qwen3.8-27B-mxfp8"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-15T01:43:20Z | 2 | 0.1.0 | browser_benchmark | 6a019982b02e86c8 | null | null | null | null | null | null | null | null | null | null | detected | 16 | false | true | 6,013 | high | apple | metal-3 | chrome | macos | 14 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | webgpu_full | webgpu-1 | 20,107 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-15T01:44:27Z | 2 | 0.1.0 | session | 9f08759f617d12f5 | null | 3-8B | unknown | 8,192 | balanced | recommended | 56 | null | [
"unknown",
"4-bit",
"5-bit",
"16-bit",
"8-bit"
] | 9 | confirmed | 8 | true | true | 1,131 | entry | apple | apple | safari | macos | 8 | mlx-community/Yi-6B-200K-q | 48.4 | Borderline | heuristic-v1 | [
"mlx-community/Yi-6B-200K-q"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-15T01:44:57Z | 2 | 0.1.0 | session | 6a019982b02e86c8 | null | null | null | 8,192 | balanced | recent | 3,849 | null | null | 2 | detected | 16 | false | true | 5,330 | high | apple | metal-3 | chrome | macos | 14 | mlx-community/Qwen3.5-4B-OptiQ-4bit | 86 | 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 | [] |
2026-09-15T01:45:29Z | 2 | 0.1.0 | session | 9f08759f617d12f5 | null | 3-8B | unknown | 8,192 | balanced | recommended | 56 | null | [
"unknown",
"4-bit",
"5-bit",
"16-bit",
"8-bit"
] | 9 | confirmed | 8 | true | true | 1,131 | entry | apple | apple | safari | macos | 8 | mlx-community/Yi-6B-200K-q | 48.4 | Borderline | heuristic-v1 | [
"mlx-community/Yi-6B-200K-q"
] | null | [
"mlx-community/Yi-6B-200K-q"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-15T01:50:48Z | 2 | 0.1.0 | browser_benchmark | 9f08759f617d12f5 | null | null | null | null | null | null | null | null | null | null | confirmed | 8 | true | true | 1,296 | entry | apple | apple | safari | macos | 8 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | webgpu_full | webgpu-1 | 20,327 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-15T01:56:52Z | 2 | 0.1.0 | session | 9f08759f617d12f5 | Qwen | <3B | unknown | 32,768 | balanced | recommended | 11 | [
"Mistral",
"LFM",
"DeepSeek",
"GLM",
"Qwen"
] | [
"unknown",
"4-bit",
"5-bit",
"16-bit",
"8-bit"
] | 23 | confirmed | 8 | true | true | 1,131 | entry | apple | apple | safari | macos | 8 | mlx-community/Josiefied-Qwen2.5-0.5B-Instruct-abliterated-v1-float32 | 82 | Comfortable | heuristic-v1 | [
"mlx-community/Yi-6B-200K-q"
] | null | [
"mlx-community/Yi-6B-200K-q"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-15T01:58:18Z | 2 | 0.1.0 | session | ed00cccb85785878 | null | 35-70B | null | 262,144 | balanced | popular | 121 | null | null | 5 | confirmed | 48 | true | true | 5,438 | high | apple | metal-3 | chrome | macos | 16 | mlx-community/Qwen3.6-35B-A3B-4bit | 89.9 | Likely | heuristic-v1 | null | [
"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 | null | [] |
2026-09-15T01:59:54Z | 2 | 0.1.0 | session | ed00cccb85785878 | null | 35-70B | null | 262,144 | balanced | popular | 121 | null | null | 5 | confirmed | 48 | true | true | 5,438 | high | apple | metal-3 | chrome | macos | 16 | mlx-community/Qwen3.6-35B-A3B-4bit | 89.9 | Likely | heuristic-v1 | null | [
"mlx-community/Qwen3.6-35B-A3B-4bit",
"mlx-community/Qwen3.5-35B-A3B-4bit",
"mlx-community/Qwen3.6-35B-A3B-5bit",
"mlx-community/Kimi-Linear-48B-A3B-Instruct-4bit",
"mlx-community/Qwen3-Omni-30B-A3B-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 | [] |
2026-09-15T01:59:59Z | 2 | 0.1.0 | session | 3bb70a38f0f1042f | null | null | null | 8,192 | balanced | recommended | 3,849 | 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 | [] |
2026-09-15T02:02:32Z | 2 | 0.1.0 | session | c1b08c4bd2fd42f7 | null | <3B | null | 8,192 | balanced | all | 779 | null | null | 2 | none | null | false | null | null | null | null | null | null | null | null | mlx-community/Qwen3.5-0.8B-OptiQ-4bit | 73.1 | 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 | [] |
2026-09-15T02:41:54Z | 2 | 0.1.0 | session | 0addf3a690d9db0d | DeepSeek | null | null | 8,192 | balanced | popular | 119 | [
"DeepSeek"
] | null | 3 | confirmed | 48 | true | null | null | null | null | null | null | null | null | mlx-community/DeepSeek-R1-Distill-Qwen-32B-4bit | 88.6 | Comfortable | heuristic-v1 | [
"mlx-community/DeepSeek-R1-Distill-Qwen-32B-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 | [] |
2026-09-15T02:44:33Z | 2 | 0.1.0 | session | 0addf3a690d9db0d | null | null | null | 262,144 | balanced | recent | 3,849 | null | null | 3 | confirmed | 48 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.8-27B-4bit | 74.2 | null | heuristic-v1 | [
"mlx-community/Muse-Glimmer-30B-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 | [] |
2026-09-15T02:45:21Z | 2 | 0.1.0 | session | 0addf3a690d9db0d | null | null | null | 262,144 | balanced | recent | 3,849 | null | null | 3 | confirmed | 48 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.8-27B-4bit | 74.2 | null | heuristic-v1 | [
"mlx-community/Muse-Glimmer-30B-OptiQ-4bit",
"mlx-community/Muse-Glimmer-30B-4bit"
] | null | [
"mlx-community/Muse-Glimmer-30B-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 | [] |
2026-09-15T02:50:59Z | 2 | 0.1.0 | session | 0addf3a690d9db0d | Mistral | null | null | 32,768 | balanced | popular | 97 | [
"Mistral"
] | null | 8 | confirmed | 48 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.8-27B-4bit | 74.2 | null | heuristic-v1 | [
"mlx-community/Muse-Glimmer-30B-OptiQ-4bit",
"mlx-community/Muse-Glimmer-30B-4bit",
"mlx-community/Kimi-K2.5",
"mlx-community/Devstral-Small-2-24B-Instruct-2512-4bit",
"mlx-community/mistralai_Devstral-Small-2-24B-Instruct-2512-MLX-4Bit"
] | null | [
"mlx-community/Muse-Glimmer-30B-4bit",
"mlx-community/mistralai_Devstral-Small-2-24B-Instruct-2512-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 | [] |
2026-09-15T03:13:46Z | 2 | 0.1.0 | session | 0593991b76a540a7 | null | null | null | 16,384 | balanced | recommended | 3,849 | null | null | 3 | confirmed | 18 | true | true | 4,064 | high | apple | apple | safari | macos | 8 | mlx-community/gemma-4-e4b-it-OptiQ-4bit | 85.7 | Likely | heuristic-v1 | 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 | null | [] |
2026-09-15T03:14:32Z | 2 | 0.1.0 | session | 0addf3a690d9db0d | null | null | null | 8,192 | balanced | recommended | 3,849 | 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 | [
"mlx-community/Kimi-K2.5"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-15T03:14:35Z | 2 | 0.1.0 | session | 0addf3a690d9db0d | null | null | null | 8,192 | balanced | recommended | 3,849 | 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 | [
"mlx-community/Kimi-K2.5"
] | null | [
"mlx-community/Kimi-K2.5"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-15T03:15:18Z | 2 | 0.1.0 | session | 0593991b76a540a7 | null | 3-8B | null | 16,384 | balanced | recent | 852 | null | null | 4 | confirmed | 18 | true | true | 4,064 | high | apple | apple | safari | macos | 8 | mlx-community/gemma-4-e4b-it-OptiQ-4bit | 90.4 | Likely | heuristic-v1 | null | [
"mlx-community/gemma-4-e4b-it-OptiQ-4bit",
"mlx-community/Qwen3.5-9B-MLX-4bit",
"mlx-community/Qwen2.5-Coder-7B-Instruct-4bit"
] | [
"mlx-community/DeepSeek-V4-Pro-Qwen3.5-4B-bf16"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-15T03:15:26Z | 2 | 0.1.0 | session | b0e4f8c4a19cbf8c | null | null | 4-bit | 4,096 | speed | recommended | 1,386 | null | [
"4-bit"
] | 7 | confirmed | 16 | true | null | null | null | null | null | null | null | null | mlx-community/MiniCPM5-1B-OptiQ-4bit | 87.3 | Comfortable | heuristic-v1 | [
"mlx-community/MiniCPM5-1B-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 | [] |
2026-09-15T03:15:33Z | 2 | 0.1.0 | session | b0e4f8c4a19cbf8c | null | null | 4-bit | 4,096 | speed | recommended | 1,386 | null | [
"4-bit"
] | 7 | confirmed | 16 | true | null | null | null | null | null | null | null | null | mlx-community/MiniCPM5-1B-OptiQ-4bit | 87.3 | Comfortable | heuristic-v1 | [
"mlx-community/MiniCPM5-1B-OptiQ-4bit"
] | null | [
"mlx-community/MiniCPM5-1B-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 | [] |
2026-09-15T03:16:09Z | 2 | 0.1.0 | session | b0e4f8c4a19cbf8c | null | null | 4-bit | 4,096 | speed | recommended | 1,386 | null | [
"4-bit"
] | 7 | confirmed | 16 | true | null | null | null | null | null | null | null | null | mlx-community/MiniCPM5-1B-OptiQ-4bit | 87.3 | Comfortable | heuristic-v1 | [
"mlx-community/MiniCPM5-1B-OptiQ-4bit",
"mlx-community/Qwen3.5-4B-OptiQ-4bit"
] | null | [
"mlx-community/MiniCPM5-1B-OptiQ-4bit",
"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 | [] |
2026-09-15T03:16:30Z | 2 | 0.1.0 | session | 0593991b76a540a7 | DeepSeek | 3-8B | null | 16,384 | balanced | recommended | 24 | [
"DeepSeek"
] | null | 5 | confirmed | 18 | true | true | 4,064 | high | apple | apple | safari | macos | 8 | mlx-community/DeepSeek-V4-Pro-Qwen3.5-4B-4bit | 86.9 | Comfortable | heuristic-v1 | null | [
"mlx-community/gemma-4-e4b-it-OptiQ-4bit",
"mlx-community/Qwen3.5-9B-MLX-4bit",
"mlx-community/Qwen2.5-Coder-7B-Instruct-4bit"
] | [
"mlx-community/DeepSeek-V4-Pro-Qwen3.5-4B-bf16"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-15T03:19:10Z | 2 | 0.1.0 | session | 0593991b76a540a7 | DeepSeek | 3-8B | null | 16,384 | balanced | popular | 24 | [
"DeepSeek"
] | null | 5 | confirmed | 18 | true | true | 4,064 | high | apple | apple | safari | macos | 8 | mlx-community/DeepSeek-V4-Pro-Qwen3.5-4B-4bit | 86.9 | Comfortable | heuristic-v1 | null | [
"mlx-community/gemma-4-e4b-it-OptiQ-4bit",
"mlx-community/Qwen3.5-9B-MLX-4bit",
"mlx-community/Qwen2.5-Coder-7B-Instruct-4bit"
] | [
"mlx-community/DeepSeek-V4-Pro-Qwen3.5-4B-bf16"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-15T03:23:18Z | 2 | 0.1.0 | session | b0e4f8c4a19cbf8c | null | null | 4-bit | 4,096 | speed | recommended | 1,386 | null | [
"4-bit"
] | 7 | confirmed | 16 | true | null | null | null | null | null | null | null | null | mlx-community/MiniCPM5-1B-OptiQ-4bit | 87.3 | Comfortable | heuristic-v1 | [
"mlx-community/MiniCPM5-1B-OptiQ-4bit",
"mlx-community/Qwen3.5-4B-OptiQ-4bit",
"mlx-community/LFM2.5-1.2B-Instruct-OptiQ-4bit"
] | null | [
"mlx-community/MiniCPM5-1B-OptiQ-4bit",
"mlx-community/Qwen3.5-4B-OptiQ-4bit",
"mlx-community/LFM2.5-1.2B-Instruct-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 | [] |
2026-09-15T03:28:53Z | 2 | 0.1.0 | session | 40b44c5cf2a33b25 | null | null | null | 131,072 | quality | recommended | 3,849 | null | null | 8 | confirmed | 18 | true | null | null | null | null | null | null | null | null | mlx-community/North-Micro-Vision-Instruct-8bit | 82.3 | Comfortable | heuristic-v1 | [
"mlx-community/gemma-4-e4b-it-mxfp4"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-15T03:30:58Z | 2 | 0.1.0 | session | b0e4f8c4a19cbf8c | null | null | 4-bit | 8,192 | speed | recommended | 1,386 | null | [
"4-bit"
] | 3 | none | null | false | null | null | null | null | null | null | null | null | mlx-community/gemma-4-e4b-it-OptiQ-4bit | 74.6 | 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 | [] |
2026-09-15T03:31:02Z | 2 | 0.1.0 | session | b0e4f8c4a19cbf8c | null | null | 4-bit | 8,192 | speed | recommended | 1,386 | null | [
"4-bit"
] | 3 | none | null | false | null | null | null | null | null | null | null | null | mlx-community/gemma-4-e4b-it-OptiQ-4bit | 74.6 | null | 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 | [] |
2026-09-15T03:33:26Z | 2 | 0.1.0 | session | 3c5365c70a8cc3f0 | null | null | null | 8,192 | balanced | recommended | 3,849 | 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 | [] |
2026-09-15T03:34:17Z | 2 | 0.1.0 | session | b0e4f8c4a19cbf8c | null | null | null | 4,096 | quality | recommended | 3,849 | null | [
"4-bit"
] | 8 | confirmed | 16 | true | null | null | null | null | null | null | null | null | mlx-community/DeepSeek-OCR-8bit | 86.3 | Comfortable | heuristic-v1 | [
"mlx-community/gemma-4-e4b-it-OptiQ-4bit",
"mlx-community/DeepSeek-V4-Flash-MTP-bf16"
] | null | [
"mlx-community/gemma-4-e4b-it-OptiQ-4bit",
"mlx-community/DeepSeek-V4-Flash-MTP-bf16"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-15T03:37:27Z | 2 | 0.1.0 | session | b0e4f8c4a19cbf8c | null | <3B | null | 4,096 | balanced | recommended | 779 | null | [
"4-bit"
] | 11 | confirmed | 16 | true | null | null | null | null | null | null | null | null | mlx-community/MiniCPM5-1B-OptiQ-4bit | 89.1 | Comfortable | heuristic-v1 | [
"mlx-community/gemma-4-e4b-it-OptiQ-4bit",
"mlx-community/DeepSeek-V4-Flash-MTP-bf16",
"mlx-community/Qwen3.5-2B-OptiQ-4bit"
] | null | [
"mlx-community/gemma-4-e4b-it-OptiQ-4bit",
"mlx-community/DeepSeek-V4-Flash-MTP-bf16",
"mlx-community/Qwen3.5-2B-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 | [] |
2026-09-15T03:52:52Z | 2 | 0.1.0 | session | 2eb072f9e84808a5 | null | <3B | null | 8,192 | quality | recommended | 779 | null | null | 4 | none | null | false | null | null | null | null | null | null | null | null | mlx-community/gemma-4-E4B-it-assistant-bf16 | 67.6 | null | heuristic-v1 | [
"mlx-community/gemma-4-E4B-it-assistant-bf16"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-15T03:53:05Z | 2 | 0.1.0 | session | 2eb072f9e84808a5 | null | <3B | null | 8,192 | quality | recommended | 779 | null | null | 4 | none | null | false | null | null | null | null | null | null | null | null | mlx-community/gemma-4-E4B-it-assistant-bf16 | 67.6 | null | heuristic-v1 | [
"mlx-community/gemma-4-E4B-it-assistant-bf16"
] | null | [
"mlx-community/gemma-4-E4B-it-assistant-bf16"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-15T03:56:57Z | 2 | 0.1.0 | session | 2eb072f9e84808a5 | Qwen | <3B | null | 8,192 | speed | recommended | 171 | [
"Qwen",
"Gemma"
] | null | 7 | none | null | false | null | null | null | null | null | null | null | null | mlx-community/Qwen3.5-0.8B-OptiQ-4bit | 74.6 | null | heuristic-v1 | [
"mlx-community/gemma-4-E4B-it-assistant-bf16"
] | null | [
"mlx-community/gemma-4-E4B-it-assistant-bf16",
"mlx-community/Qwen3.5-2B-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 | [] |
2026-09-15T03:59:40Z | 2 | 0.1.0 | session | 2eb072f9e84808a5 | Qwen | <3B | null | 4,096 | quality | recommended | 171 | [
"Qwen",
"Gemma"
] | null | 10 | confirmed | 16 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.5-2B-bf16 | 89.1 | Comfortable | heuristic-v1 | [
"mlx-community/gemma-4-E4B-it-assistant-bf16",
"mlx-community/Qwen3.5-2B-8bit",
"mlx-community/Qwen3.5-2B-6bit"
] | null | [
"mlx-community/gemma-4-E4B-it-assistant-bf16",
"mlx-community/Qwen3.5-2B-4bit",
"mlx-community/Qwen3.5-2B-6bit"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-15T04:04:59Z | 2 | 0.1.0 | session | 6a652baa76b550f2 | null | null | null | 8,192 | balanced | recommended | 3,849 | 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 | [] |
2026-09-15T04:21:46Z | 2 | 0.1.0 | session | a79dc618f8e1cbd0 | Gemma | null | null | 4,096 | balanced | recommended | 469 | [
"Gemma"
] | null | 4 | confirmed | 16 | true | null | null | null | null | null | null | null | null | mlx-community/gemma-4-e4b-it-4bit | 86 | Comfortable | heuristic-v1 | [
"mlx-community/gemma-4-12B-it-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 | [] |
2026-09-15T04:21:52Z | 2 | 0.1.0 | session | a79dc618f8e1cbd0 | Gemma | null | null | 4,096 | balanced | recommended | 469 | [
"Gemma"
] | null | 4 | confirmed | 16 | true | null | null | null | null | null | null | null | null | mlx-community/gemma-4-e4b-it-4bit | 86 | Comfortable | heuristic-v1 | [
"mlx-community/gemma-4-12B-it-4bit"
] | null | [
"mlx-community/gemma-4-12B-it-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 | [] |
2026-09-15T04:30:58Z | 2 | 0.1.0 | session | 91174892510d97b5 | Qwen | null | 4-bit | 8,192 | balanced | all | 309 | [
"Qwen"
] | [
"4-bit"
] | 4 | confirmed | 8 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.5-2B-OptiQ-4bit | 83.9 | 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 | [] |
2026-09-15T06:07:29Z | 2 | 0.1.0 | session | cce6e926fb5436c9 | null | null | null | 8,192 | balanced | recommended | 3,850 | null | null | 2 | confirmed | 36 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.8-27B-4bit | 90.7 | 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 | [] |
2026-09-15T06:14:32Z | 2 | 0.1.0 | browser_benchmark | 2a761c49457e1ee2 | null | null | null | null | null | null | null | null | null | null | detected | null | false | true | 11,748 | high | apple | apple | safari | macos | 8 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | webgpu_full | webgpu-1 | 20,229 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-15T06:17:29Z | 2 | 0.1.0 | session | 2a761c49457e1ee2 | null | null | null | 262,144 | quality | recommended | 3,850 | [
"Kimi"
] | null | 5 | detected | null | false | true | 5,807 | high | apple | apple | safari | macos | 8 | mlx-community/Qwen3.8-27B-bf16 | 67.5 | 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 | [] |
2026-09-15T06:17:55Z | 2 | 0.1.0 | session | 2a761c49457e1ee2 | null | null | null | 8,192 | balanced | recommended | 3,850 | 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 | [] |
2026-09-15T06:18:26Z | 2 | 0.1.0 | session | 2a761c49457e1ee2 | null | null | null | 8,192 | balanced | recommended | 3,850 | null | null | 1 | detected | null | false | true | 5,805 | high | apple | apple | safari | macos | 8 | 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 | [] |
2026-09-15T06:19:18Z | 2 | 0.1.0 | session | 7f961535a9059905 | null | null | null | 131,072 | quality | recommended | 3,850 | null | null | 7 | confirmed | 16 | true | null | null | null | null | null | null | null | null | mlx-community/gemma-4-e4b-it-mxfp4 | 81.4 | 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 | [] |
2026-09-15T06:20:33Z | 2 | 0.1.0 | session | 7f961535a9059905 | null | null | null | 131,072 | quality | recommended | 3,850 | null | null | 4 | confirmed | 16 | true | true | 1,479 | entry | apple | apple | safari | macos | 8 | mlx-community/gemma-4-e4b-it-mxfp4 | 81.4 | Likely | heuristic-v1 | [
"mlx-community/gemma-4-e4b-it-mxfp4"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-15T06:24:32Z | 2 | 0.1.0 | session | 7f961535a9059905 | null | null | null | 131,072 | quality | recommended | 3,850 | null | null | 9 | confirmed | 16 | true | true | 1,479 | entry | apple | apple | safari | macos | 8 | mlx-community/gemma-4-e4b-it-mxfp4 | 81.4 | Likely | heuristic-v1 | [
"mlx-community/gemma-4-e4b-it-mxfp4",
"mlx-community/OvisOCR2-8bit"
] | 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 | [] |
2026-09-15T06:24:56Z | 2 | 0.1.0 | session | e1fe640015e7b45a | Qwen | MoE | null | 131,072 | balanced | recommended | 164 | [
"Qwen"
] | null | 5 | confirmed | 96 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.6-35B-A3B-4bit | 89.8 | 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 | [] |
2026-09-15T06:26:25Z | 2 | 0.1.0 | session | e1fe640015e7b45a | Qwen | MoE | null | 131,072 | balanced | all | 164 | [
"Qwen"
] | null | 5 | confirmed | 96 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.6-35B-A3B-4bit | 89.8 | 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 | [] |
2026-09-15T06:27:31Z | 2 | 0.1.0 | session | 7f961535a9059905 | null | null | null | 131,072 | quality | recommended | 3,850 | [
"Qwen"
] | null | 10 | confirmed | 16 | true | true | 1,479 | entry | apple | apple | safari | macos | 8 | mlx-community/gemma-4-e4b-it-mxfp4 | 81.4 | Likely | heuristic-v1 | [
"mlx-community/gemma-4-e4b-it-mxfp4",
"mlx-community/OvisOCR2-8bit"
] | 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 | [] |
2026-09-15T06:30:44Z | 2 | 0.1.0 | session | c340266f03023798 | null | null | null | 8,192 | balanced | recommended | 3,850 | 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 | [] |
2026-09-15T06:41:59Z | 2 | 0.1.0 | session | 703876e5affcb55e | null | null | null | 8,192 | balanced | recommended | 3,850 | null | null | 2 | confirmed | 8 | true | true | 1,269 | entry | apple | apple | safari | ios | 8 | mlx-community/MiniCPM5-1B-OptiQ-4bit | 83.1 | Comfortable | heuristic-v1 | [
"mlx-community/MiniCPM5-1B-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 | [] |
2026-09-15T06:42:12Z | 2 | 0.1.0 | session | 703876e5affcb55e | null | null | null | 8,192 | balanced | recommended | 3,850 | null | null | 2 | confirmed | 8 | true | true | 1,269 | entry | apple | apple | safari | ios | 8 | mlx-community/MiniCPM5-1B-OptiQ-4bit | 83.1 | Comfortable | heuristic-v1 | [
"mlx-community/MiniCPM5-1B-OptiQ-4bit"
] | null | [
"mlx-community/MiniCPM5-1B-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 | [] |
2026-09-15T06:45:34Z | 2 | 0.1.0 | session | 6c6753a4c7a7338a | null | null | null | 262,144 | balanced | recommended | 3,850 | null | null | 3 | confirmed | 96 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.8-27B-4bit | 90.9 | 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 | [] |
2026-09-15T06:49:37Z | 2 | 0.1.0 | session | 824f51ce2a408301 | null | null | null | 8,192 | balanced | recommended | 5,568 | null | null | 2 | confirmed | 16 | true | true | 606 | entry | apple | apple | safari | macos | 8 | mlx-community/Qwen3.5-4B-OptiQ-4bit | 85.4 | 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 | [] |
2026-09-15T07:14:00Z | 2 | 0.1.0 | session | 6c6753a4c7a7338a | null | null | null | 262,144 | balanced | recommended | 3,850 | null | null | 3 | confirmed | 96 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.8-27B-4bit | 90.9 | Comfortable | heuristic-v1 | null | 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 | [] |
2026-09-15T07:14:11Z | 2 | 0.1.0 | session | 2094dc59c081f259 | null | null | null | 262,144 | balanced | recommended | 3,850 | null | null | 5 | confirmed | 16 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.5-2B-OptiQ-4bit | 81.8 | 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 | [] |
2026-09-15T07:17:37Z | 2 | 0.1.0 | session | 6c6753a4c7a7338a | null | null | null | 262,144 | speed | recommended | 3,850 | null | null | 5 | confirmed | 96 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.8-27B-4bit | 86.3 | Comfortable | heuristic-v1 | [
"mlx-community/Qwen3.8-27B-4bit",
"mlx-community/Qwen3.5-0.8B-OptiQ-4bit"
] | null | [
"mlx-community/Qwen3.8-27B-4bit",
"mlx-community/Qwen3.5-0.8B-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 | [] |
2026-09-15T07:43:28Z | 2 | 0.1.0 | session | 0239ec3547db2e90 | null | null | null | 65,536 | balanced | recommended | 3,850 | null | null | 6 | confirmed | 48 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.8-27B-4bit | 91.3 | 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 | [] |
2026-09-15T08:07:56Z | 2 | 0.1.0 | session | 53737360d06c14e4 | null | null | null | 8,192 | balanced | recommended | 3,850 | null | null | 2 | confirmed | 8 | true | null | null | null | null | null | null | null | null | mlx-community/MiniCPM5-1B-OptiQ-4bit | 83.1 | Comfortable | heuristic-v1 | [
"mlx-community/MiniCPM-V-4.6-4bit"
] | 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 | [] |
2026-09-15T08:08:04Z | 2 | 0.1.0 | session | 53737360d06c14e4 | null | null | null | 8,192 | balanced | recommended | 3,850 | null | null | 2 | confirmed | 8 | true | null | null | null | null | null | null | null | null | mlx-community/MiniCPM5-1B-OptiQ-4bit | 83.1 | Comfortable | heuristic-v1 | [
"mlx-community/MiniCPM-V-4.6-4bit"
] | null | [
"mlx-community/MiniCPM-V-4.6-4bit"
] | 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 | [] |
2026-09-15T08:13:49Z | 2 | 0.1.0 | session | 154ab085d7839009 | null | null | null | 262,144 | long_context | recommended | 3,850 | null | null | 8 | detected | null | false | true | 1,432 | entry | intel | xe-lpg | chrome | windows | 22 | mlx-community/Kimi-K2.5 | 77.3 | 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 | [] |
2026-09-15T08:17:45Z | 2 | 0.1.0 | session | 4fa89a99f7249607 | null | null | 4-bit | 8,192 | balanced | popular | 1,386 | null | [
"4-bit"
] | 2 | none | null | false | null | null | null | null | null | null | null | null | mlx-community/Qwen3.8-27B-4bit | 74.2 | null | heuristic-v1 | [
"mlx-community/Kimi-K2.5"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-15T08:35:17Z | 2 | 0.1.0 | session | 3d27d854be45b037 | null | null | null | 262,144 | balanced | recommended | 3,850 | null | null | 3 | confirmed | 96 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.8-27B-4bit | 90.9 | 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 | [] |
2026-09-15T08:56:50Z | 2 | 0.1.0 | session | 3d27d854be45b037 | null | null | null | 262,144 | balanced | recommended | 3,850 | null | null | 3 | confirmed | 96 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.8-27B-4bit | 90.9 | 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 | [] |
2026-09-15T09:26:56Z | 2 | 0.1.0 | session | afa77a2aaa11c1b0 | null | null | null | 8,192 | balanced | recommended | 3,850 | 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 | [] |
2026-09-15T09:27:04Z | 2 | 0.1.0 | session | afa77a2aaa11c1b0 | null | null | null | 8,192 | balanced | recommended | 3,850 | 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 | [] |
2026-09-15T09:27:11Z | 2 | 0.1.0 | session | d4814179a2771eb4 | null | null | null | 8,192 | balanced | recommended | 3,850 | 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 | [] |
2026-09-15T10:06:40Z | 2 | 0.1.0 | session | f54ee51aa3753769 | null | null | null | 131,072 | balanced | recommended | 3,850 | null | null | 5 | confirmed | 64 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.8-27B-4bit | 91.8 | Comfortable | heuristic-v1 | [
"mlx-community/gemma-4-26b-a4b-it-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 | [] |
2026-09-15T10:08:40Z | 2 | 0.1.0 | browser_benchmark | 03a6ed959dde7274 | null | null | null | null | null | null | null | null | null | null | confirmed | 64 | true | true | 82 | entry | null | null | firefox | windows | 14 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | webgpu_full | webgpu-1 | 20,304 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-15T10:09:01Z | 2 | 0.1.0 | session | f54ee51aa3753769 | null | null | null | 131,072 | quality | recommended | 3,850 | null | null | 7 | confirmed | 64 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.6-35B-A3B-AntiLoop-NVFP4 | 84.5 | Comfortable | heuristic-v1 | [
"mlx-community/gemma-4-26b-a4b-it-4bit",
"mlx-community/Qwen3.6-35B-A3B-AntiLoop-NVFP4"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-15T10:10:40Z | 2 | 0.1.0 | session | 03a6ed959dde7274 | null | null | null | 262,144 | balanced | recommended | 3,850 | null | null | 4 | confirmed | 64 | true | true | 6 | entry | null | null | firefox | windows | 14 | mlx-community/Qwen3.8-27B-4bit | 90.2 | Comfortable | heuristic-v1 | [
"mlx-community/DeepSeek-V4-Pro-Qwen3.5-4B-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 | [] |
2026-09-15T10:11:08Z | 2 | 0.1.0 | session | f54ee51aa3753769 | null | 15-35B | null | 131,072 | speed | community | 790 | null | null | 9 | confirmed | 64 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.8-27B-4bit | 87.2 | Comfortable | heuristic-v1 | [
"mlx-community/gemma-4-26b-a4b-it-4bit",
"mlx-community/Qwen3.6-35B-A3B-AntiLoop-NVFP4",
"mlx-community/gpt-oss-20b-MXFP4-Q8"
] | null | [
"mlx-community/gpt-oss-20b-MXFP4-Q8"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-15T10:11:26Z | 2 | 0.1.0 | session | f54ee51aa3753769 | null | 15-35B | null | 131,072 | balanced | community | 790 | null | null | 10 | confirmed | 64 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.8-27B-4bit | 87.2 | Comfortable | heuristic-v1 | [
"mlx-community/gemma-4-26b-a4b-it-4bit",
"mlx-community/Qwen3.6-35B-A3B-AntiLoop-NVFP4",
"mlx-community/gpt-oss-20b-MXFP4-Q8",
"mlx-community/Devstral-Small-2-24B-Instruct-2512-4bit"
] | null | [
"mlx-community/gpt-oss-20b-MXFP4-Q8",
"mlx-community/Devstral-Small-2-24B-Instruct-2512-4bit"
] | 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 | [] |
2026-09-15T10:11:39Z | 2 | 0.1.0 | session | f54ee51aa3753769 | null | 15-35B | null | 131,072 | balanced | recommended | 790 | null | null | 10 | confirmed | 64 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.8-27B-4bit | 94.6 | Comfortable | heuristic-v1 | [
"mlx-community/gemma-4-26b-a4b-it-4bit",
"mlx-community/Qwen3.6-35B-A3B-AntiLoop-NVFP4",
"mlx-community/gpt-oss-20b-MXFP4-Q8",
"mlx-community/Devstral-Small-2-24B-Instruct-2512-4bit"
] | null | [
"mlx-community/gpt-oss-20b-MXFP4-Q8",
"mlx-community/Devstral-Small-2-24B-Instruct-2512-4bit"
] | 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 | [] |
2026-09-15T10:17:12Z | 2 | 0.1.0 | session | 0e57a29529a3dec8 | Gemma | null | 6-bit | 65,536 | long_context | recommended | 61 | [
"Gemma"
] | [
"8-bit",
"6-bit"
] | 8 | confirmed | 32 | true | null | null | null | null | null | null | null | null | mlx-community/gemma-4-e4b-it-6bit | 88.4 | Comfortable | heuristic-v1 | [
"mlx-community/gemma-4-e4b-it-6bit"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-15T10:17:25Z | 2 | 0.1.0 | session | 0e57a29529a3dec8 | Gemma | null | 6-bit | 65,536 | long_context | recommended | 61 | [
"Gemma"
] | [
"8-bit",
"6-bit"
] | 8 | confirmed | 32 | true | null | null | null | null | null | null | null | null | mlx-community/gemma-4-e4b-it-6bit | 88.4 | Comfortable | heuristic-v1 | [
"mlx-community/gemma-4-e4b-it-6bit"
] | null | [
"mlx-community/gemma-4-e4b-it-6bit"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-15T10:29:33Z | 2 | 0.1.0 | session | b2798e6aed18c35b | Qwen | MoE | null | 8,192 | balanced | recommended | 20 | [
"Qwen"
] | null | 3 | none | null | false | null | null | null | null | null | null | null | null | mlx-community/Qwen3.6-35B-A3B-4bit | 74.2 | null | heuristic-v1 | [
"mlx-community/Qwen3.6-35B-A3B-6bit"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-15T10:29:37Z | 2 | 0.1.0 | session | b2798e6aed18c35b | Qwen | MoE | null | 8,192 | balanced | recommended | 20 | [
"Qwen"
] | null | 3 | none | null | false | null | null | null | null | null | null | null | null | mlx-community/Qwen3.6-35B-A3B-4bit | 74.2 | null | heuristic-v1 | [
"mlx-community/Qwen3.6-35B-A3B-6bit"
] | null | [
"mlx-community/Qwen3.6-35B-A3B-6bit"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-15T10:34:53Z | 2 | 0.1.0 | session | 7a5b1056b350f9c2 | null | null | null | 131,072 | balanced | recent | 3,850 | null | null | 2 | confirmed | 32 | true | null | null | null | null | null | null | null | null | mlx-community/gemma-4-e4b-it-OptiQ-4bit | 88.3 | 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 | [] |
2026-09-15T11:02:50Z | 2 | 0.1.0 | session | b6d7df005687f875 | null | null | null | 8,192 | balanced | recommended | 3,850 | null | null | 3 | confirmed | 48 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.8-27B-4bit | 91.9 | 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 | [] |
2026-09-15T11:17:32Z | 2 | 0.1.0 | session | 981937513686a2df | null | null | null | 8,192 | balanced | recommended | 3,850 | 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 | [] |
2026-09-15T11:17:58Z | 2 | 0.1.0 | session | 981937513686a2df | null | null | null | 8,192 | balanced | recommended | 3,850 | 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 | [] |
2026-09-15T11:25:14Z | 2 | 0.1.0 | session | 71c4d4b5097833c0 | null | null | null | 65,536 | balanced | recommended | 3,850 | null | null | 3 | confirmed | 18 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.5-4B-OptiQ-4bit | 85.3 | 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 | [] |
2026-09-15T11:57:36Z | 2 | 0.1.0 | browser_benchmark | b5733979d446cf2a | null | null | null | null | null | null | null | null | null | null | detected | null | false | true | 4,974 | mid | apple | apple | safari | macos | 8 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | webgpu_full | webgpu-1 | 20,219 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [] |
2026-09-15T11:57:53Z | 2 | 0.1.0 | session | d13e0dc81d8899fb | null | null | null | 8,192 | balanced | recommended | 3,850 | null | null | 2 | confirmed | 16 | true | null | null | null | null | null | null | null | null | mlx-community/Qwen3.5-9B-MLX-4bit | 86.7 | 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 | [] |
2026-09-15T11:58:52Z | 2 | 0.1.0 | session | b5733979d446cf2a | null | 8-15B | null | 65,536 | balanced | recommended | 752 | null | null | 5 | detected | null | false | true | 3,957 | mid | apple | apple | safari | macos | 8 | mlx-community/Qwen3.5-9B-OptiQ-4bit | 70.7 | null | heuristic-v1 | [
"mlx-community/gemma-4-12B-coder-fable5-composer2.5-v1-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 | [] |
2026-09-15T12:02:44Z | 2 | 0.1.0 | session | b5733979d446cf2a | Llama | 8-15B | null | 65,536 | balanced | recommended | 126 | [
"Qwen",
"Gemma",
"Llama"
] | null | 10 | detected | null | false | true | 3,957 | mid | apple | apple | safari | macos | 8 | mlx-community/Llama-3.1-8B-Instruct-4bit | 62.6 | null | heuristic-v1 | [
"mlx-community/gemma-4-12B-coder-fable5-composer2.5-v1-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 | [] |
2026-09-15T12:07:52Z | 2 | 0.1.0 | session | b5733979d446cf2a | Ornith | null | null | 65,536 | balanced | recommended | 19 | [
"Qwen",
"Gemma",
"Llama",
"Granite",
"Ornith"
] | null | 16 | detected | null | false | true | 3,957 | mid | apple | apple | safari | macos | 8 | mlx-community/Ornith-1.0-9B-OptiQ-4bit | 72.5 | null | heuristic-v1 | [
"mlx-community/gemma-4-12B-coder-fable5-composer2.5-v1-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 | [] |
2026-09-15T12:28:56Z | 2 | 0.1.0 | session | f67f310588d13a4b | null | null | null | 8,192 | balanced | recommended | 3,850 | 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 | [] |
2026-09-15T12:29:51Z | 2 | 0.1.0 | session | b5733979d446cf2a | Mistral | 8-15B | null | 65,536 | long_context | recommended | 15 | [
"Llama",
"Granite",
"Ornith",
"Mistral",
"GLM"
] | null | 21 | detected | null | false | true | 3,957 | mid | apple | apple | safari | macos | 8 | mlx-community/mistralai_Ministral-3-14B-Instruct-2512-MLX-MXFP4 | 63.9 | null | heuristic-v1 | [
"mlx-community/gemma-4-12B-coder-fable5-composer2.5-v1-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 | [] |
2026-09-15T12:36:36Z | 2 | 0.1.0 | session | b5733979d446cf2a | DeepSeek | 8-15B | null | 65,536 | long_context | recommended | 20 | [
"Granite",
"Ornith",
"Mistral",
"GLM",
"DeepSeek"
] | null | 22 | detected | null | false | true | 3,957 | mid | apple | apple | safari | macos | 8 | mlx-community/DeepSeek-V4-Pro-Qwen3.5-9B-4bit | 70.7 | null | heuristic-v1 | [
"mlx-community/gemma-4-12B-coder-fable5-composer2.5-v1-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 | [] |
2026-09-15T12:39:09Z | 2 | 0.1.0 | session | b5733979d446cf2a | Falcon | 8-15B | null | 65,536 | balanced | recommended | 7 | [
"Mistral",
"GLM",
"DeepSeek",
"Gemma",
"Falcon"
] | null | 27 | detected | null | false | true | 3,957 | mid | apple | apple | safari | macos | 8 | mlx-community/Falcon3-10B-Instruct-4bit | 56 | null | heuristic-v1 | [
"mlx-community/gemma-4-12B-coder-fable5-composer2.5-v1-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 | [] |
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