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smollm2-360m-instruct

LM-STUDIO GGUF

llama · 360M · Q4_K_M

Marginal

Mar 5, 2026 · Intel Core™ i5-5300U

qwen2-57b:57B

OLLAMA GGUF

qwen2moe · 57.4B · Q4_K_M

Good

Aug 18, 2026 · Intel Core™ Ultra X7 358H

Global Score
48 vs 67
Hardware Fit
98 vs 51
Quality Score
26 vs 74

Hardware

smollm2-360m-instr… qwen2-57b:57B
MachineLENOVO 20BUS00700GMKtec NucBox EVO-T2S
CPUIntel Core™ i5-5300UIntel Core™ Ultra X7 358H
Cores416
RAM16 GB64 GB
GPUIntel(R) HD Graphics 5500Intel(R) Arc(TM) B390 GPU
OSMicrosoft Windows 10 Professionnel 10.0.19045Microsoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

smollm2-360m-instr… qwen2-57b:57B
Tokens/sec20.08.6
First chunk1116 ms1573 ms
TTFT1.1 s1.6 s
Load timeN/A29.0 s
Memory usage0.3 GB32.8 GB
Memory %2%52%

HW Fit Score Breakdown

smollm2-360m-instruct

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

qwen2-57b:57B

Speed
10/50
TTFT
17/20
Memory
24/30

Quality

smollm2-360m-instruct

Reasoning
3/20
Coding
1/20
Instruction
8/20
Structured
8/15
Math
3/15
Multilingual
3/10
Reasoning: Poor Coding: Poor Instruction Following: Weak Structured Output: Adequate Math: Poor Multilingual: Weak

qwen2-57b:57B

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