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qwen2.5-coder:7b

qwen2 · 7.6B · Q4_K_M

Good

Mar 2, 2026 · Apple M4

solar:10.7b

llama · 11B · Q4_0

Good

Mar 2, 2026 · Apple M4

Global Score
79 vs 63
Hardware Fit
95 vs 87
Quality Score
72 vs 52

Hardware

qwen2.5-coder:7b solar:10.7b
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedbalanced

Performance

qwen2.5-coder:7b solar:10.7b
Tokens/sec22.115.8
TTFT285 ms353 ms
Load time0.8 s0.4 s
Memory usage7.6 GB6.6 GB
Memory %24%21%

HW Fit Score Breakdown

qwen2.5-coder:7b

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

solar:10.7b

Speed
27/40
TTFT
30/30
Memory
30/30

Quality

qwen2.5-coder:7b

Reasoning
10/20
Coding
18/20
Instruction
13/20
Structured
13/15
Math
9/15
Multilingual
9/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong

solar:10.7b

Reasoning
8/20
Coding
8/20
Instruction
11/20
Structured
14/15
Math
4/15
Multilingual
7/10
Reasoning: Weak Coding: Weak Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Adequate
View qwen2.5-coder:7b details | View solar:10.7b details

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npx metrillm@latest bench

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