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smollm2-360m-instruct

LM-STUDIO GGUF

llama · 360M · Q4_K_M

Marginal

Mar 5, 2026 · Intel Core™ i5-5300U

Ling-3.0-tiny-IQ4_XS:latest

OLLAMA GGUF

bailingmoe3 · 7.9B · IQ4_XS

Excellent

Aug 30, 2026 · Intel Core™ i7-7700HQ

Global Score
48 vs 87
Hardware Fit
98 vs 100
Quality Score
26 vs 82

Hardware

smollm2-360m-instr… Ling-3.0-tiny-IQ4_…
MachineLENOVO 20BUS00700ASUSTeK COMPUTER INC. GL702VMK
CPUIntel Core™ i5-5300UIntel Core™ i7-7700HQ
Cores48
RAM16 GB16 GB
GPUIntel(R) HD Graphics 5500NVIDIA GeForce GTX 1060
OSMicrosoft Windows 10 Professionnel 10.0.19045Microsoft Windows 11 Home 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

smollm2-360m-instr… Ling-3.0-tiny-IQ4_…
Tokens/sec20.024.7
First chunk1116 ms283 ms
TTFT1.1 s283 ms
Load timeN/A45.8 s
Memory usage0.3 GB4.3 GB
Memory %2%27%

HW Fit Score Breakdown

smollm2-360m-instruct

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

Ling-3.0-tiny-IQ4_XS:la…

Speed
50/50
TTFT
20/20
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

Ling-3.0-tiny-IQ4_XS:la…

Reasoning
17/20
Coding
18/20
Instruction
14/20
Structured
15/15
Math
9/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Adequate 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