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smollm2-360m-instruct

LM-STUDIO GGUF

llama · 360M · Q4_K_M

Marginal

Mar 5, 2026 · Intel Core™ i5-5300U

qwen3.5:9b

OLLAMA GGUF

qwen35 · 9.7B · Q4_K_M

Good

Mar 5, 2026 · Intel Gen Intel® Core™ i7-13700K

Global Score
48 vs 77
Hardware Fit
98 vs 75
Quality Score
26 vs 78

Hardware

smollm2-360m-instr… qwen3.5:9b
MachineLENOVO 20BUS00700ASUS
CPUIntel Core™ i5-5300UIntel Gen Intel® Core™ i7-13700K
Cores424
RAM16 GB64 GB
GPUIntel(R) HD Graphics 5500NVIDIA GeForce RTX 3070
OSMicrosoft Windows 10 Professionnel 10.0.19045Microsoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modebalancedunknown

Performance

smollm2-360m-instr… qwen3.5:9b
Tokens/sec20.030.5
First chunk1116 ms291 ms
TTFT1.1 s291 ms
Load timeN/A4.8 s
Memory usage0.3 GB8.8 GB
Memory %2%14%

HW Fit Score Breakdown

smollm2-360m-instruct

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

qwen3.5:9b

Speed
34/50
TTFT
20/20
Memory
21/30

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

qwen3.5:9b

Reasoning
14/20
Coding
15/20
Instruction
14/20
Structured
15/15
Math
10/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong
View smollm2-360m-instr… details | View qwen3.5:9b 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