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mistral-nemo:12b

llama · 12.2B · Q4_0

Good

Mar 1, 2026 · Apple M4

qwen3:4b

qwen3 · 4.0B · Q4_K_M

Marginal

Mar 1, 2026 · Apple M4

Global Score
71 vs 47
Hardware Fit
86 vs 53
Quality Score
65 vs 45

Hardware

mistral-nemo:12b qwen3:4b
MachineMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedunknown

Performance

mistral-nemo:12b qwen3:4b
Tokens/sec14.611.3
TTFT371 ms9.2 s
Load time1.0 s0.1 s
Memory usage13.3 GB7.2 GB
Memory %42%23%

HW Fit Score Breakdown

mistral-nemo:12b

Speed
26/40
TTFT
30/30
Memory
30/30

qwen3:4b

Speed
17/40
TTFT
6/30
Memory
30/30

Quality

mistral-nemo:12b

Reasoning
12/20
Coding
13/20
Instruction
11/20
Structured
15/15
Math
4/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Strong

qwen3:4b

Reasoning
4/20
Coding
6/20
Instruction
8/20
Structured
6/15
Math
12/15
Multilingual
9/10
Reasoning: Poor Coding: Weak Instruction Following: Weak Structured Output: Weak Math: Strong Multilingual: Strong

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running