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mistral:7b

llama · 7.2B · Q4_K_M

Good

Mar 1, 2026 · Apple M4

qwen3:8b

qwen3 · 8.2B · Q4_K_M

Marginal

Mar 1, 2026 · Apple M4

Global Score
61 vs 42
Hardware Fit
81 vs 60
Quality Score
48 vs 30

Hardware

mistral:7b qwen3:8b
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modeunknownunknown

Performance

mistral:7b qwen3:8b
Tokens/sec13.618.2
TTFT517 ms12.4 s
Load time3.0 s2.7 s
Memory usage10.1 GB9.5 GB
Memory %32%30%

HW Fit Score Breakdown

mistral:7b

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

qwen3:8b

Speed
27/40
TTFT
3/30
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

qwen3:8b

Reasoning
9/20
Coding
0/20
Instruction
5/20
Structured
4/15
Math
3/15
Multilingual
9/10
Reasoning: Weak Coding: Poor Instruction Following: Weak Structured Output: Weak Math: Poor Multilingual: Strong

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running