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mlx-community/gemma-3-1b-it-8bit

LM-STUDIO GGUF
Good

Mar 5, 2026 · Apple M4

smollm2-360m-instruct

LM-STUDIO MLX

llama · 360M · bf16

Marginal

Mar 4, 2026 · Apple M4

Global Score
72 vs 52
Hardware Fit
99 vs 100
Quality Score
61 vs 32

Hardware

mlx-community/gemm… smollm2-360m-instr…
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedbalanced

Performance

mlx-community/gemm… smollm2-360m-instr…
Tokens/sec86.3121.1
First chunk253 ms106 ms
TTFT253 ms106 ms
Load timeN/AN/A
Memory usage1.1 GB0.7 GB
Memory %4%2%

HW Fit Score Breakdown

mlx-community/gemma-3-1…

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

smollm2-360m-instruct

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

Quality

mlx-community/gemma-3-1…

Reasoning
7/20
Coding
14/20
Instruction
16/20
Structured
14/15
Math
2/15
Multilingual
8/10
Reasoning: Weak Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Poor Multilingual: Strong

smollm2-360m-instruct

Reasoning
4/20
Coding
3/20
Instruction
12/20
Structured
7/15
Math
2/15
Multilingual
4/10
Reasoning: Poor Coding: Poor Instruction Following: Adequate Structured Output: Weak Math: Poor Multilingual: Weak
View mlx-community/gemm… details | View smollm2-360m-instr… 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