Back to leaderboard

qwen3:4b

OLLAMA GGUF

qwen3 · 4.0B · Q4_K_M

Not Rec.

Nov 4, 2026 · Intel Core™ i7-9700

Gemma4-31B:31B

OLLAMA GGUF

gemma4 · 31.3B · Q4_K_M

Not Rec.

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

Global Score
29 vs 76
Hardware Fit
84 vs 45
Quality Score
6 vs 89

Hardware

qwen3:4b Gemma4-31B:31B
MachineVMware, Inc. VMware Virtual PlatformGMKtec NucBox EVO-T2S
CPUIntel Core™ i7-9700Intel Core™ Ultra X7 358H
Cores416
RAM16 GB64 GB
GPUIntegrated / UnknownIntel(R) Arc(TM) B390 GPU
OSUbuntu 24.04.5 LTSMicrosoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modeunknownbalanced

Performance

qwen3:4b Gemma4-31B:31B
Tokens/sec10.43.8
First chunk857 ms3536 ms
TTFT857 ms3.5 s
Load time41.0 s19.6 s
Memory usage3.0 GB19.9 GB
Memory %19%31%

HW Fit Score Breakdown

qwen3:4b

Speed
34/50
TTFT
20/20
Memory
30/30

Gemma4-31B:31B

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

Quality

qwen3:4b

Reasoning
0/20
Coding
2/20
Instruction
2/20
Structured
0/15
Math
1/15
Multilingual
1/10
Reasoning: Poor Coding: Poor Instruction Following: Poor Structured Output: Poor Math: Poor Multilingual: Poor

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

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