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qwen2.5:7b

qwen2 · 7.6B · Q4_K_M

Excellent

Mar 2, 2026 · Apple M4

deepseek-coder:6.7b

llama · 7B · Q4_0

Good

Mar 2, 2026 · Apple M4

Global Score
85 vs 63
Hardware Fit
95 vs 98
Quality Score
79 vs 39

Hardware

qwen2.5:7b deepseek-coder:6.7b
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedbalanced

Performance

qwen2.5:7b deepseek-coder:6.7b
Tokens/sec22.224.1
TTFT285 ms251 ms
Load time0.8 s0.9 s
Memory usage7.6 GB12.6 GB
Memory %24%39%

HW Fit Score Breakdown

qwen2.5:7b

Speed
35/40
TTFT
30/30
Memory
30/30

deepseek-coder:6.7b

Speed
38/40
TTFT
30/30
Memory
30/30

Quality

qwen2.5:7b

Reasoning
14/20
Coding
18/20
Instruction
16/20
Structured
14/15
Math
8/15
Multilingual
9/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong 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 qwen2.5:7b details | View deepseek-coder:6.7b details

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npx metrillm@latest bench

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