smollm2-135m-instruct

LM-STUDIO GGUF

llama · 135M · Q4_K_M

Not Rec.

Mar 6, 2026 · Intel Core™ i5-5300U

qwen3.5:9b

OLLAMA GGUF

qwen35 · 9.7B · Q4_K_M

Marginal

Mar 5, 2026 · AMD RYZEN AI MAX+ 395

Global Score

38 vs 57

Hardware Fit

98 vs 61

Quality Score

12 vs 55

Hardware

smollm2-135m-instr… qwen3.5:9b

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

smollm2-135m-instr… qwen3.5:9b

Tokens/sec39.330.3

First chunk573 ms205 ms

TTFT573 ms8.7 s

Load timeN/A5.6 s

Memory usage0.1 GB18.8 GB

Memory %1%15%

HW Fit Score Breakdown

smollm2-135m-instruct

Speed

50/50

TTFT

20/20

Memory

28/30

qwen3.5:9b

Speed

30/50

TTFT

1/20

Memory

30/30

Quality

smollm2-135m-instruct

Reasoning

2/20

Coding

1/20

Instruction

5/20

Structured

3/15

Math

0/15

Multilingual

1/10

Reasoning: Poor Coding: Poor Instruction Following: Weak Structured Output: Poor Math: Poor Multilingual: Poor

qwen3.5:9b

Reasoning

17/20

Coding

2/20

Instruction

7/20

Structured

8/15

Math

12/15

Multilingual

9/10

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

View smollm2-135m-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