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gptoss · 20.9B · MXFP4

OLLAMA GGUF

gptoss · 20.9 · MXFP4

Excellent

Jul 9, 2026 · Intel Core™ i5-10400

slim-rpcache-ornith-1.0-9b

LM-STUDIO GGUF

qwen35 · 9B · BF16

Good

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

Global Score
84 vs 79
Hardware Fit
69 vs 78
Quality Score
91 vs 79

Hardware

gptoss · 20.9B · M… slim-rpcache-ornit…
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 Modebalancedperformance

Performance

gptoss · 20.9B · M… slim-rpcache-ornit…
Tokens/sec17.552.3
First chunk643 ms11 ms
TTFT7.7 s177 ms
Load time0.0 sN/A
Memory usage0.8 GB25.6 GB
Memory %3%84%

HW Fit Score Breakdown

gptoss · 20.9B · MXFP4

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

slim-rpcache-ornith-1.0…

Speed
50/50
TTFT
20/20
Memory
8/30

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

slim-rpcache-ornith-1.0…

Reasoning
16/20
Coding
16/20
Instruction
14/20
Structured
14/15
Math
9/15
Multilingual
10/10
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