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qwen2.5-coder-1.5b-instruct

LM-STUDIO GGUF

qwen2 · 1.5B · Q4_K_M

Good

Mar 6, 2026 · Intel Core™ i5-5300U

gemma3:270m

OLLAMA GGUF

gemma3 · 268.10M · Q8_0

Marginal

Mar 5, 2026 · Apple M3 Pro

Global Score
61 vs 50
Hardware Fit
69 vs 97
Quality Score
57 vs 30

Hardware

qwen2.5-coder-1.5b… gemma3:270m
MachineLENOVO 20BUS00700MacBook Pro
CPUIntel Core™ i5-5300UApple M3 Pro
Cores412
RAM16 GB36 GB
GPUIntel(R) HD Graphics 5500Apple M3 Pro
OSMicrosoft Windows 10 Professionnel 10.0.19045macOS 15.7.5
Archx64arm64
Power Modebalancedbalanced

Performance

qwen2.5-coder-1.5b… gemma3:270m
Tokens/sec7.3239.2
First chunk2369 ms127 ms
TTFT2.4 s127 ms
Load timeN/A0.7 s
Memory usage0.9 GB0.6 GB
Memory %6%2%

HW Fit Score Breakdown

qwen2.5-coder-1.5b-inst…

Speed
25/50
TTFT
18/20
Memory
26/30

gemma3:270m

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

Quality

qwen2.5-coder-1.5b-inst…

Reasoning
9/20
Coding
12/20
Instruction
13/20
Structured
12/15
Math
3/15
Multilingual
8/10
Reasoning: Weak Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Strong

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

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