Back to leaderboard

qwen3.5-4b-super-coder

LM-STUDIO GGUF

qwen35 · 4B · Q4_0

Excellent

Oct 24, 2026 · Intel Core™ i3-9100F

lfm2.5:latest

OLLAMA GGUF

lfm2moe · 8.5B · Q4_K_M

Good

Jun 20, 2026 · AMD RYZEN AI MAX+ 395

Global Score
83 vs 79
Hardware Fit
96 vs 100
Quality Score
77 vs 70

Hardware

qwen3.5-4b-super-c… lfm2.5:latest
MachineGigabyte Technology Co., Ltd. H310M S2 2.0AZW GTR Pro
CPUIntel Core™ i3-9100FAMD RYZEN AI MAX+ 395
Cores432
RAM16 GB125 GB
GPUVirtual Desktop Monitor, NVIDIA GeForce GTX 1650Radeon 8060S
OSМайкрософт Windows 10 Pro 10.0.19045Ubuntu 24.04.4 LTS
Archx64x64
Power Modebalancedlow-power

Performance

qwen3.5-4b-super-c… lfm2.5:latest
Tokens/sec15.3134.4
First chunk33 ms226 ms
TTFT686 ms226 ms
Load timeN/A1.8 s
Memory usage3.6 GB6.9 GB
Memory %22%6%

HW Fit Score Breakdown

qwen3.5-4b-super-coder

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

lfm2.5:latest

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

Quality

qwen3.5-4b-super-coder

Reasoning
16/20
Coding
13/20
Instruction
13/20
Structured
15/15
Math
11/15
Multilingual
9/10
Reasoning: Strong Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong

lfm2.5:latest

Reasoning
2/20
Coding
11/20
Instruction
17/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Poor Coding: Adequate 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