gemma4:31b

OLLAMA GGUF

gemma4 · 31.3B · Q4_K_M

Not Rec.

Jul 7, 2026 · Cortex-X925

deepseek-coder:6.7b

OLLAMA GGUF

llama · 7B · Q4_0

Marginal

Mar 2, 2026 · Apple M4

Global Score

66 vs 57

Hardware Fit

40 vs 98

Quality Score

77 vs 39

Hardware

gemma4:31b deepseek-coder:6.7b

MachineASUSTeK COMPUTER INC. GX10MacBook Air

CPUCortex-X925Apple M4

Cores2010

RAM122 GB32 GB

GPUDevice 2e12Apple M4

OSUbuntu 24.04.4 LTSmacOS 26.3

Archarm64arm64

Power Modeperformancebalanced

Performance

gemma4:31b deepseek-coder:6.7b

Tokens/sec10.724.1

First chunk983 msN/A

TTFT20.3 s251 ms

Load time8.8 s0.9 s

Memory usage21.4 GB12.6 GB

Memory %18%39%

HW Fit Score Breakdown

gemma4:31b

Speed

10/50

TTFT

0/20

Memory

30/30

deepseek-coder:6.7b

Speed

38/50

TTFT

30/20

Memory

30/30

Quality

gemma4:31b

Reasoning

14/20

Coding

17/20

Instruction

13/20

Structured

14/15

Math

10/15

Multilingual

9/10

Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong

deepseek-coder:6.7b

Reasoning

4/20

Coding

14/20

Instruction

9/20

Structured

6/15

Math

1/15

Multilingual

5/10

Reasoning: Poor Coding: Adequate Instruction Following: Weak Structured Output: Weak Math: Poor Multilingual: Weak

View gemma4:31b details | View deepseek-coder:6.7b details

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$ metrillm

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Or run without installing: npx metrillm@latest