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gemma3:270m

OLLAMA GGUF

gemma3 · 268.10M · Q8_0

Marginal

Mar 5, 2026 · Apple M3 Pro

codestral:22b

OLLAMA GGUF

llama · 22.2B · Q4_0

Good

Jun 26, 2026 · Cortex-X925

Global Score
50 vs 67
Hardware Fit
97 vs 67
Quality Score
30 vs 67

Hardware

gemma3:270m codestral:22b
MachineMacBook ProNVIDIA NVIDIA_DGX_Spark
CPUApple M3 ProCortex-X925
Cores1220
RAM36 GB122 GB
GPUApple M3 ProDevice 2e12
OSmacOS 15.7.5Ubuntu 24.04.4 LTS
Archarm64arm64
Power Modebalancedperformance

Performance

gemma3:270m codestral:22b
Tokens/sec239.217.2
First chunk127 ms129 ms
TTFT127 ms129 ms
Load time0.7 s11.6 s
Memory usage0.6 GB18.9 GB
Memory %2%16%

HW Fit Score Breakdown

gemma3:270m

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

codestral:22b

Speed
17/50
TTFT
20/20
Memory
30/30

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

codestral:22b

Reasoning
11/20
Coding
17/20
Instruction
9/20
Structured
14/15
Math
6/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Weak Structured Output: Strong Math: Weak Multilingual: Strong

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