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smollm2-360m-instruct

LM-STUDIO GGUF

llama · 360M · Q4_K_M

Marginal

Mar 5, 2026 · Intel Core™ i5-5300U

qwen3.5:122b-a10b

OLLAMA GGUF

qwen35moe · 125.1B · Q4_K_M

Excellent

Mar 12, 2026 · AMD RYZEN AI MAX+ 395

Global Score
48 vs 80
Hardware Fit
98 vs 52
Quality Score
26 vs 92

Hardware

smollm2-360m-instr… qwen3.5:122b-a10b
MachineLENOVO 20BUS00700AZW GTR Pro
CPUIntel Core™ i5-5300UAMD RYZEN AI MAX+ 395
Cores432
RAM16 GB125 GB
GPUIntel(R) HD Graphics 5500Radeon 8060S
OSMicrosoft Windows 10 Professionnel 10.0.19045Ubuntu 24.04.4 LTS
Archx64x64
Power Modebalancedperformance

Performance

smollm2-360m-instr… qwen3.5:122b-a10b
Tokens/sec20.019.1
First chunk1116 ms467 ms
TTFT1.1 s467 ms
Load timeN/A30.0 s
Memory usage0.3 GB89.3 GB
Memory %2%72%

HW Fit Score Breakdown

smollm2-360m-instruct

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

qwen3.5:122b-a10b

Speed
18/50
TTFT
20/20
Memory
14/30

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

qwen3.5:122b-a10b

Reasoning
19/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
View smollm2-360m-instr… details | View qwen3.5:122b-a10b 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