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gemma-3-1b-it

LM-STUDIO GGUF

gemma3 · 1B · Q4_K_M

Marginal

Mar 5, 2026 · Intel Core™ i5-5300U

gemma4:12b-mlx

OLLAMA GGUF
Excellent

Jul 4, 2026 · Apple M2 Pro

Global Score
59 vs 81
Hardware Fit
76 vs 82
Quality Score
52 vs 81

Hardware

gemma-3-1b-it gemma4:12b-mlx
MachineLENOVO 20BUS00700MacBook Pro
CPUIntel Core™ i5-5300UApple M2 Pro
Cores410
RAM16 GB16 GB
GPUIntel(R) HD Graphics 5500Apple M2 Pro
OSMicrosoft Windows 10 Professionnel 10.0.19045macOS 26.5
Archx64arm64
Power Modebalancedbalanced

Performance

gemma-3-1b-it gemma4:12b-mlx
Tokens/sec8.725.3
First chunk2078 ms761 ms
TTFT2.1 s7.7 s
Load timeN/A3.6 s
Memory usage0.8 GB7.1 GB
Memory %5%44%

HW Fit Score Breakdown

gemma-3-1b-it

Speed
29/50
TTFT
19/20
Memory
28/30

gemma4:12b-mlx

Speed
50/50
TTFT
6/20
Memory
26/30

Quality

gemma-3-1b-it

Reasoning
4/20
Coding
11/20
Instruction
14/20
Structured
13/15
Math
2/15
Multilingual
8/10
Reasoning: Poor Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Strong

gemma4:12b-mlx

Reasoning
16/20
Coding
15/20
Instruction
12/20
Structured
15/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong 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