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qwen2.5-coder:7b

qwen2 · 7.6B · Q4_K_M

Good

Mar 2, 2026 · Apple M4

orca-mini:3b

llama · 3B · Q4_0

Marginal

Mar 1, 2026 · Apple M4

Global Score
79 vs 47
Hardware Fit
95 vs 100
Quality Score
72 vs 24

Hardware

qwen2.5-coder:7b orca-mini:3b
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 orca-mini:3b
Tokens/sec22.130.6
TTFT285 ms126 ms
Load time0.8 s0.4 s
Memory usage7.6 GB2.6 GB
Memory %24%8%

HW Fit Score Breakdown

qwen2.5-coder:7b

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

orca-mini:3b

Speed
40/40
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

orca-mini:3b

Reasoning
2/20
Coding
2/20
Instruction
13/20
Structured
3/15
Math
1/15
Multilingual
3/10
Reasoning: Poor Coding: Poor Instruction Following: Adequate Structured Output: Poor Math: Poor Multilingual: Weak
View qwen2.5-coder:7b details | View orca-mini:3b details

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running