smollm2-135m-instruct

LM-STUDIO GGUF

llama · 135M · Q4_K_M

Not Rec.

Mar 6, 2026 · Intel Core™ i5-5300U

qwen2.5-coder:32b

OLLAMA GGUF

qwen2 · 32.8B · Q4_K_M

Good

Jun 26, 2026 · Cortex-X925

Global Score

38 vs 78

Hardware Fit

98 vs 59

Quality Score

12 vs 86

Hardware

smollm2-135m-instr… qwen2.5-coder:32b

MachineLENOVO 20BUS00700NVIDIA NVIDIA_DGX_Spark

CPUIntel Core™ i5-5300UCortex-X925

Cores420

RAM16 GB122 GB

GPUIntel(R) HD Graphics 5500Device 2e12

OSMicrosoft Windows 10 Professionnel 10.0.19045Ubuntu 24.04.4 LTS

Archx64arm64

Power Modebalancedperformance

Performance

smollm2-135m-instr… qwen2.5-coder:32b

Tokens/sec39.39.5

First chunk573 ms394 ms

TTFT573 ms395 ms

Load timeN/A72.1 s

Memory usage0.1 GB26.5 GB

Memory %1%22%

HW Fit Score Breakdown

smollm2-135m-instruct

Speed

50/50

TTFT

20/20

Memory

28/30

qwen2.5-coder:32b

Speed

9/50

TTFT

20/20

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

qwen2.5-coder:32b

Reasoning

14/20

Coding

19/20

Instruction

17/20

Structured

15/15

Math

11/15

Multilingual

10/10

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

View smollm2-135m-instr… details | View qwen2.5-coder:32b 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