Back to leaderboard

qwen2-57b:57B

OLLAMA GGUF

qwen2moe · 57.4B · Q4_K_M

Good

Aug 18, 2026 · Intel Core™ i7-14700F

gemma4:31b

OLLAMA GGUF

gemma4 · 31.3B · Q4_K_M

Not Rec.

Apr 13, 2026 · Apple M4 Max

Global Score
69 vs 76
Hardware Fit
51 vs 46
Quality Score
76 vs 89

Hardware

qwen2-57b:57B gemma4:31b
MachineHP OMEN 35L VALORANT Limited Edition Gaming Desktop PCMacBook Pro
CPUIntel Core™ i7-14700FApple M4 Max
Cores2816
RAM64 GB64 GB
GPUNVIDIA GeForce RTX 5080Apple M4 Max
OSMicrosoft Windows 11 Enterprise 10.0.26200macOS 26.3.1
Archx64arm64
Power Modebalancedbalanced

Performance

qwen2-57b:57B gemma4:31b
Tokens/sec7.722.4
First chunk940 ms565 ms
TTFT940 ms30.0 s
Load time0.2 s6.9 s
Memory usage33.3 GB43.9 GB
Memory %52%69%

HW Fit Score Breakdown

qwen2-57b:57B

Speed
8/50
TTFT
19/20
Memory
24/30

gemma4:31b

Speed
30/50
TTFT
0/20
Memory
16/30

Quality

qwen2-57b:57B

Reasoning
14/20
Coding
15/20
Instruction
14/20
Structured
15/15
Math
8/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong

gemma4:31b

Reasoning
16/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
14/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

Run yours and compare

$ npm install -g metrillm@latest
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest