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yi:6b

llama · 6B · Q4_0

Good

Mar 1, 2026 · Apple M4

qwen2.5:7b

qwen2 · 7.6B · Q4_K_M

Excellent

Mar 2, 2026 · Apple M4

Global Score
77 vs 84
Hardware Fit
100 vs 95
Quality Score
67 vs 79

Hardware

yi:6b qwen2.5:7b
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedbalanced

Performance

yi:6b qwen2.5:7b
Tokens/sec27.622.2
TTFT210 ms285 ms
Load time0.4 s0.8 s
Memory usage3.6 GB7.6 GB
Memory %11%24%

HW Fit Score Breakdown

yi:6b

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

qwen2.5:7b

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

Quality

yi:6b

Reasoning
11/20
Coding
12/20
Instruction
13/20
Structured
12/15
Math
13/15
Multilingual
6/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Adequate

qwen2.5:7b

Reasoning
14/20
Coding
18/20
Instruction
16/20
Structured
14/15
Math
8/15
Multilingual
9/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running