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gemma3:270m

OLLAMA GGUF

gemma3 · 268.10M · Q8_0

Marginal

Mar 5, 2026 · Apple M3 Pro

qwen2.5-coder-7b-instruct-mlx

LM-STUDIO MLX

qwen2 · 7B · 4bit

Good

Mar 3, 2026 · Apple M4

Global Score
50 vs 79
Hardware Fit
97 vs 92
Quality Score
30 vs 73

Hardware

gemma3:270m qwen2.5-coder-7b-i…
MachineMacBook ProMacBook Air
CPUApple M3 ProApple M4
Cores1210
RAM36 GB32 GB
GPUApple M3 ProApple M4
OSmacOS 15.7.5macOS 26.3
Archarm64arm64
Power Modebalancedbalanced

Performance

gemma3:270m qwen2.5-coder-7b-i…
Tokens/sec239.222.5
First chunk127 ms529 ms
TTFT127 ms529 ms
Load time0.7 sN/A
Memory usage0.6 GB4.0 GB
Memory %2%13%

HW Fit Score Breakdown

gemma3:270m

Speed
50/50
TTFT
20/20
Memory
27/30

qwen2.5-coder-7b-instru…

Speed
44/50
TTFT
20/20
Memory
28/30

Quality

gemma3:270m

Reasoning
4/20
Coding
2/20
Instruction
10/20
Structured
8/15
Math
1/15
Multilingual
5/10
Reasoning: Poor Coding: Poor Instruction Following: Adequate Structured Output: Adequate Math: Poor Multilingual: Weak

qwen2.5-coder-7b-instru…

Reasoning
10/20
Coding
18/20
Instruction
14/20
Structured
13/15
Math
9/15
Multilingual
9/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong
View gemma3:270m details | View qwen2.5-coder-7b-i… details

Run yours and compare

$ npm install -g metrillm@latest
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest