smollm2-360m-instruct

LM-STUDIO GGUF

llama · 360M · Q4_K_M

Marginal

Mar 5, 2026 · Intel Core™ i5-5300U

qwen3.5:4b

OLLAMA GGUF

qwen35 · 4.7B · Q4_K_M

Not Rec.

Mar 5, 2026 · AMD RYZEN AI MAX+ 395

Global Score

48 vs 65

Hardware Fit

98 vs 73

Quality Score

26 vs 62

Hardware

smollm2-360m-instr… qwen3.5:4b

MachineLENOVO 20BUS00700AZW GTR Pro

CPUIntel Core™ i5-5300UAMD RYZEN AI MAX+ 395

Cores432

RAM16 GB125 GB

GPUIntel(R) HD Graphics 5500AMD Radeon 8060S

OSMicrosoft Windows 10 Professionnel 10.0.19045Ubuntu 24.04.4 LTS

Archx64x64

Power Modebalancedlow-power

Performance

smollm2-360m-instr… qwen3.5:4b

Tokens/sec20.045.7

First chunk1116 ms180 ms

TTFT1.1 s30.0 s

Load timeN/A5.3 s

Memory usage0.3 GB16.2 GB

Memory %2%13%

HW Fit Score Breakdown

smollm2-360m-instruct

Speed

50/50

TTFT

20/20

Memory

28/30

qwen3.5:4b

Speed

43/50

TTFT

0/20

Memory

30/30

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

qwen3.5:4b

Reasoning

17/20

Coding

1/20

Instruction

13/20

Structured

8/15

Math

13/15

Multilingual

10/10

Reasoning: Strong Coding: Poor Instruction Following: Adequate Structured Output: Adequate Math: Strong Multilingual: Strong

View smollm2-360m-instr… details | View qwen3.5:4b 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