Leaderboard

Real benchmarks from real hardware. Compare local LLM performance across different setups. Run the command below to contribute yours.

$ npm install -g metrillm@latest
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest

Trending

Last 7 days
Top Models
  • 1
    qwen3:0.6b 1
  • 2
    deepseek-r1:1.5b 1
  • 3
    qwen3.5:0.8b 1
  • 4
    qwen3.5:2b 1
  • 5
    qwen3:8b 1
Top Machines
  • 1
    LENOVO 20L7CTO1WW 4
  • 2
    ASUS 3
  • 3
    HP HP Z8 G4 Workstation 2
Top CPUs
  • 1
    Intel Core™ i5-8350U 4
  • 2
    AMD Ryzen 5 5500 3
  • 3
    Intel Xeon® Gold 6230 2

Benchmarks

272

total runs

Models

187

unique models

Families

44

model families

Hardware

20

unique CPUs

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Filters

272 results

#CPUModelSizeRAMRuntimetok/sTTFTHW FitQualityGlobalFlagsVerdict
1Apple M2 Maxqwen3-30b-a3b-thinking-2507-claude-4.5-sonnet-high-reasoning-distill-mlx30B/MXFP496 GBLM-STUDIOMLX79.61.7 s
95
98
97
THINKExcellent
2Apple M4 Progpt-oss-20b—64 GBLM-STUDIOGGUF118.22.2 s
94
95
95
THINKExcellent
3Apple M2 Maxqwen3-30b-a3b-thinking-2507-claude-4.5-sonnet-high-reasoning-distill-mlx30B/MXFP496 GBLM-STUDIOMLX80.41.8 s
94
96
95
THINKExcellent
4Intel Core™ Ultra 9 285Kgpt-oss:20b20.9B/MXFP447 GBOLLAMAGGUF239.9616 ms
98
94
95
THINKExcellent
5Apple M4openai/gpt-oss-20b20B/MXFP424 GBLM-STUDIOMLX29.31.8 s
99
93
95
THINKExcellent
6Apple M4openai/gpt-oss-20b20B/MXFP432 GBLM-STUDIOMLX40.71.3 s
100
92
94
THINKExcellent
7Apple M4qwen/qwen3-30b-a3b-250730B/4bit32 GBLM-STUDIOMLX44.8405 ms
100
91
94
Excellent
8Apple M4 Pronemotron-3-nano—64 GBLM-STUDIOGGUF93.3257 ms
100
90
93
THINKExcellent
9AMD RYZEN AI MAX+ 395gpt-oss:20b20.9B/MXFP4125 GBOLLAMAGGUF47.11.8 s
85
96
93
ECOTHINKExcellent
10AMD Ryzen 5 5500qwen/qwen3-vl-30b30B/Q4_K_M31 GBLM-STUDIOGGUF24.8735 ms
95
90
92
Excellent
11Intel Core™ Ultra 9 285Kqwen3-coder:30b30.5B/Q4_K_M47 GBOLLAMAGGUF207.9513 ms
96
87
90
Excellent
12AMD Ryzen 5 5500openai/gpt-oss-20b20B/MXFP431 GBLM-STUDIOGGUF58.74.5 s
88
91
90
THINKExcellent
13Apple M4unsloth/gemma-4-26b-a4b-it26B/Q3_K_M24 GBLM-STUDIOGGUF24.9817 ms
85
92
90
Excellent
14Apple M1 Maxqwen3:14b14.8B/Q4_K_M32 GBOLLAMAGGUF24.0300 ms
97
87
90
Excellent
15AMD RYZEN AI MAX+ 395nemotron-3-nano:latest31.6B/Q4_K_M125 GBOLLAMAGGUF65.2295 ms
100
84
89
Excellent
16AMD RYZEN AI MAX+ 395gemma4:26b25.8B/Q4_K_M125 GBOLLAMAGGUF48.3346 ms
95
87
89
Excellent
17Apple M4 Proqwen/qwen3-8b8B/4bit64 GBLM-STUDIOMLX33.4257 ms
95
87
89
THINKExcellent
18AMD RYZEN AI MAX+ 395lfm2:24b23.8B/Q4_K_M125 GBOLLAMAGGUF95.4202 ms
100
83
88
Excellent
19AMD RYZEN AI MAX+ 395qwen3.6:35b-a3b36.0B/Q4_K_M125 GBOLLAMAGGUF43.3291 ms
91
87
88
ECOExcellent
20AMD RYZEN AI MAX+ 395lfm2:24b23.8B/Q4_K_M125 GBOLLAMAGGUF85.3123 ms
100
83
88
Excellent
...

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