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dolphin-phi:2.7b

phi2 · 3B · Q4_0

Good

Mar 1, 2026 · Apple M4

qwen2.5-coder:7b

qwen2 · 7.6B · Q4_K_M

Good

Mar 1, 2026 · Apple M4

Global Score
66 vs 70
Hardware Fit
100 vs 94
Quality Score
44 vs 54

Hardware

dolphin-phi:2.7b qwen2.5-coder:7b
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedbalanced

Performance

dolphin-phi:2.7b qwen2.5-coder:7b
Tokens/sec56.121.5
TTFT108 ms290 ms
Load time0.4 s0.8 s
Memory usage2.2 GB7.6 GB
Memory %7%24%

HW Fit Score Breakdown

dolphin-phi:2.7b

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

qwen2.5-coder:7b

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

Quality

dolphin-phi:2.7b

Reasoning
10/20
Coding
6/20
Instruction
12/20
Structured
2/15
Math
9/15
Multilingual
5/10
Reasoning: Weak Coding: Weak Instruction Following: Adequate Structured Output: Poor Math: Adequate Multilingual: Adequate

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 dolphin-phi:2.7b details | View qwen2.5-coder:7b details

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running