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gemma4:31b

OLLAMA GGUF

gemma4 · 31.3B · Q4_K_M

Excellent

Jul 7, 2026 · Cortex-X925

qwen3.5:4b

OLLAMA GGUF

qwen35 · 4.7B · Q4_K_M

Good

Aug 28, 2026 · Intel Core™ i5-10210U

Global Score
83 vs 64
Hardware Fit
60 vs 69
Quality Score
93 vs 62

Hardware

gemma4:31b qwen3.5:4b
MachineASUSTeK COMPUTER INC. GX10LENOVO 20U30029MB
CPUCortex-X925Intel Core™ i5-10210U
Cores208
RAM122 GB15 GB
GPUDevice 2e12CometLake-U GT2 [UHD Graphics]
OSUbuntu 24.04.4 LTSPop 24.04 LTS
Archarm64x64
Power Modeperformanceperformance

Performance

gemma4:31b qwen3.5:4b
Tokens/sec10.97.4
First chunk681 ms1815 ms
TTFT681 ms1.8 s
Load time16.6 s10.9 s
Memory usage21.4 GB3.5 GB
Memory %18%23%

HW Fit Score Breakdown

gemma4:31b

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

qwen3.5:4b

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

Quality

gemma4:31b

Reasoning
19/20
Coding
19/20
Instruction
17/20
Structured
15/15
Math
14/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

qwen3.5:4b

Reasoning
15/20
Coding
14/20
Instruction
6/20
Structured
12/15
Math
6/15
Multilingual
9/10
Reasoning: Adequate Coding: Adequate Instruction Following: Weak Structured Output: Strong Math: Weak 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