Back to leaderboard

Gemma4-31B:31B

OLLAMA GGUF

gemma4 · 31.3B · Q4_K_M

Not Rec.

Aug 18, 2026 · Intel Core™ Ultra X7 358H

qwen3.6-35b-a3b

LM-STUDIO GGUF

qwen35moe · 35B · Q4_K_S

Not Rec.

Apr 20, 2026 · Apple M2 Max

Global Score
76 vs 82
Hardware Fit
45 vs 80
Quality Score
89 vs 83

Hardware

Gemma4-31B:31B qwen3.6-35b-a3b
MachineGMKtec NucBox EVO-T2SMac Studio
CPUIntel Core™ Ultra X7 358HApple M2 Max
Cores1612
RAM64 GB96 GB
GPUIntel(R) Arc(TM) B390 GPUApple M2 Max
OSMicrosoft Windows 11 Pro 10.0.26200macOS 26.1
Archx64arm64
Power Modebalancedbalanced

Performance

Gemma4-31B:31B qwen3.6-35b-a3b
Tokens/sec3.854.7
First chunk3536 ms32 ms
TTFT3.5 s30.0 s
Load time19.6 sN/A
Memory usage19.9 GB30.3 GB
Memory %31%32%

HW Fit Score Breakdown

Gemma4-31B:31B

Speed
5/50
TTFT
10/20
Memory
30/30

qwen3.6-35b-a3b

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

Quality

Gemma4-31B:31B

Reasoning
18/20
Coding
19/20
Instruction
15/20
Structured
14/15
Math
14/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

qwen3.6-35b-a3b

Reasoning
18/20
Coding
10/20
Instruction
18/20
Structured
14/15
Math
14/15
Multilingual
9/10
Reasoning: Strong Coding: Weak Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
View Gemma4-31B:31B details | View qwen3.6-35b-a3b details

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