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mistral:7b

llama · 7.2B · Q4_K_M

Good

Mar 1, 2026 · Apple M4

qwen2.5-coder:7b

qwen2 · 7.6B · Q4_K_M

Good

Mar 1, 2026 · Apple M4

Global Score
61 vs 70
Hardware Fit
81 vs 94
Quality Score
48 vs 54

Hardware

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

Performance

mistral:7b qwen2.5-coder:7b
Tokens/sec13.621.5
TTFT517 ms290 ms
Load time3.0 s0.8 s
Memory usage10.1 GB7.6 GB
Memory %32%24%

HW Fit Score Breakdown

mistral:7b

Speed
21/40
TTFT
30/30
Memory
30/30

qwen2.5-coder:7b

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

Quality

mistral:7b

Reasoning
8/20
Coding
0/20
Instruction
12/20
Structured
14/15
Math
5/15
Multilingual
9/10
Reasoning: Weak Coding: Poor Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong

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
View mistral:7b details | View qwen2.5-coder:7b details

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npx metrillm@latest bench

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