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codellama:7b

llama · 7B · Q4_0

Good

Mar 1, 2026 · Apple M4

qwen3:0.6b

qwen3 · 751.63M · Q4_K_M

Good

Mar 1, 2026 · Apple M4

Global Score
68 vs 75
Hardware Fit
97 vs 100
Quality Score
49 vs 59

Hardware

codellama:7b qwen3:0.6b
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedbalanced

Performance

codellama:7b qwen3:0.6b
Tokens/sec23.6143.9
TTFT297 ms1.4 s
Load time0.9 s0.9 s
Memory usage12.6 GB4.1 GB
Memory %39%13%

HW Fit Score Breakdown

codellama:7b

Speed
37/40
TTFT
30/30
Memory
30/30

qwen3:0.6b

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

Quality

codellama:7b

Reasoning
6/20
Coding
7/20
Instruction
12/20
Structured
13/15
Math
3/15
Multilingual
8/10
Reasoning: Weak Coding: Weak Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Strong

qwen3:0.6b

Reasoning
14/20
Coding
0/20
Instruction
11/20
Structured
13/15
Math
13/15
Multilingual
8/10
Reasoning: Adequate Coding: Poor Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong
View codellama:7b details | View qwen3:0.6b details

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npx metrillm@latest bench

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