Back to leaderboard

gptoss · 20.9B · MXFP4

OLLAMA GGUF

gptoss · 20.9 · MXFP4

Excellent

Jul 9, 2026 · Intel Core™ i5-10400

qwopus3.6-35b-a3b-coder-mtp

LM-STUDIO GGUF

qwen35moe · 35B · Q4_K_M

Excellent

Jul 4, 2026 · AMD Ryzen 7 7800X3D 8-Core Processor

Global Score
84 vs 84
Hardware Fit
69 vs 79
Quality Score
91 vs 86

Hardware

gptoss · 20.9B · M… qwopus3.6-35b-a3b-…
MachineMac ProASUS
CPUIntel Core™ i5-10400AMD Ryzen 7 7800X3D 8-Core Processor
Cores1216
RAM32 GB31 GB
GPUAMD Radeon RX 6700 XTNVIDIA GeForce RTX 4090, Raphael
OSmacOS 26.5.1cachyos rolling
Archx64x64
Power Modebalancedlow-power

Performance

gptoss · 20.9B · M… qwopus3.6-35b-a3b-…
Tokens/sec17.5106.2
First chunk643 ms3 ms
TTFT7.7 s271 ms
Load time0.0 sN/A
Memory usage0.8 GB25.0 GB
Memory %3%82%

HW Fit Score Breakdown

gptoss · 20.9B · MXFP4

Speed
34/50
TTFT
5/20
Memory
30/30

qwopus3.6-35b-a3b-coder…

Speed
50/50
TTFT
20/20
Memory
9/30

Quality

gptoss · 20.9B · MXFP4

Reasoning
19/20
Coding
19/20
Instruction
13/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong

qwopus3.6-35b-a3b-coder…

Reasoning
16/20
Coding
19/20
Instruction
14/20
Structured
15/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate 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