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smollm2-360m-instruct

LM-STUDIO GGUF

llama · 360M · Q4_K_M

Marginal

Mar 5, 2026 · Intel Core™ i5-5300U

qwen3-235b-a22b-t48-c8k:latest

OLLAMA GGUF

qwen3moe · 235.1B · Q4_K_M

Not Rec.

Aug 23, 2026 · Intel Xeon® E5-4650 v2

Global Score
48 vs 61
Hardware Fit
98 vs 31
Quality Score
26 vs 74

Hardware

smollm2-360m-instr… qwen3-235b-a22b-t4…
MachineLENOVO 20BUS00700Dell Inc. PowerEdge R820
CPUIntel Core™ i5-5300UIntel Xeon® E5-4650 v2
Cores480
RAM16 GB256 GB
GPUIntel(R) HD Graphics 5500Microsoft Remote Display Adapter, Microsoft Basic Display Adapter
OSMicrosoft Windows 10 Professionnel 10.0.19045Microsoft Windows Server 2022 Datacenter 10.0.20348
Archx64x64
Power Modebalancedbalanced

Performance

smollm2-360m-instr… qwen3-235b-a22b-t4…
Tokens/sec20.01.7
First chunk1116 ms3351 ms
TTFT1.1 s3.4 s
Load timeN/A0.0 s
Memory usage0.3 GB134.2 GB
Memory %2%52%

HW Fit Score Breakdown

smollm2-360m-instruct

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

qwen3-235b-a22b-t48-c8k…

Speed
1/50
TTFT
6/20
Memory
24/30

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

qwen3-235b-a22b-t48-c8k…

Reasoning
19/20
Coding
11/20
Instruction
7/20
Structured
14/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Adequate Instruction Following: Weak 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