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smollm2-135m-instruct

LM-STUDIO GGUF

llama · 135M · Q4_K_M

Not Rec.

Mar 6, 2026 · Intel Core™ i5-5300U

GPT-20B:20b

OLLAMA GGUF

gptoss · 20.9B · MXFP4

Excellent

Aug 19, 2026 · AMD Ryzen 9 9955HX3D 16-Core Processor

Global Score
38 vs 90
Hardware Fit
98 vs 79
Quality Score
12 vs 94

Hardware

smollm2-135m-instr… GPT-20B:20b
MachineLENOVO 20BUS00700HP HyperX OMEN Gaming Laptop 16-ap1xxx
CPUIntel Core™ i5-5300UAMD Ryzen 9 9955HX3D 16-Core Processor
Cores432
RAM16 GB31 GB
GPUIntel(R) HD Graphics 5500AMD Radeon(TM) 610M, NVIDIA GeForce RTX 5070 Laptop GPU
OSMicrosoft Windows 10 Professionnel 10.0.19045Microsoft Windows 11 Home 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

smollm2-135m-instr… GPT-20B:20b
Tokens/sec39.336.6
First chunk573 ms722 ms
TTFT573 ms4.7 s
Load timeN/A0.3 s
Memory usage0.1 GB13.1 GB
Memory %1%42%

HW Fit Score Breakdown

smollm2-135m-instruct

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

GPT-20B:20b

Speed
46/50
TTFT
6/20
Memory
27/30

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

GPT-20B:20b

Reasoning
19/20
Coding
18/20
Instruction
17/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong 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