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qwen2.5-coder:7b

qwen2 · 7.6B · Q4_K_M

Good

Mar 1, 2026 · Apple M4

gemma3:1b

gemma3 · 999.89M · Q4_K_M

Good

Mar 1, 2026 · Apple M4

Global Score
70 vs 61
Hardware Fit
94 vs 90
Quality Score
54 vs 42

Hardware

qwen2.5-coder:7b gemma3:1b
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedunknown

Performance

qwen2.5-coder:7b gemma3:1b
Tokens/sec21.587.9
TTFT290 ms2.3 s
Load time0.8 s0.2 s
Memory usage7.6 GB1.3 GB
Memory %24%4%

HW Fit Score Breakdown

qwen2.5-coder:7b

Speed
34/40
TTFT
30/30
Memory
30/30

gemma3:1b

Speed
40/40
TTFT
20/30
Memory
30/30

Quality

qwen2.5-coder:7b

Reasoning
10/20
Coding
0/20
Instruction
13/20
Structured
13/15
Math
9/15
Multilingual
9/10
Reasoning: Adequate Coding: Poor Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong

gemma3:1b

Reasoning
6/20
Coding
0/20
Instruction
15/20
Structured
12/15
Math
1/15
Multilingual
8/10
Reasoning: Weak Coding: Poor Instruction Following: Strong Structured Output: Strong Math: Poor Multilingual: Strong
View qwen2.5-coder:7b details | View gemma3:1b details

Run yours and compare

npx metrillm@latest bench

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