slim-rpcache-ornith-1.0-9b

LM-STUDIO GGUF

qwen35 · 9B · BF16

Good

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

gpt-oss:20b

OLLAMA GGUF

gptoss · 20.9B · MXFP4

Excellent

Jul 3, 2026 · AMD RYZEN AI MAX+ 395

Global Score

79 vs 94

Hardware Fit

78 vs 91

Quality Score

79 vs 95

Hardware

slim-rpcache-ornit… gpt-oss:20b

MachineASUSFramework Desktop (AMD Ryzen AI Max 300 Series)

CPUAMD Ryzen 7 7800X3D 8-Core ProcessorAMD RYZEN AI MAX+ 395

Cores1632

RAM31 GB64 GB

GPUNVIDIA GeForce RTX 4090, RaphaelAMD Radeon(TM) 8060S Graphics

OScachyos rollingMicrosoft Windows 11 Pro for Workstations 10.0.26200

Archx64x64

Power Modeperformancebalanced

Performance

slim-rpcache-ornit… gpt-oss:20b

Tokens/sec52.348.0

First chunk11 ms357 ms

TTFT177 ms2.3 s

Load timeN/A0.2 s

Memory usage25.6 GB16.4 GB

Memory %84%26%

HW Fit Score Breakdown

slim-rpcache-ornith-1.0…

Speed

50/50

TTFT

20/20

Memory

8/30

gpt-oss:20b

Speed

50/50

TTFT

11/20

Memory

30/30

Quality

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

gpt-oss:20b

Reasoning

19/20

Coding

19/20

Instruction

17/20

Structured

15/15

Math

15/15

Multilingual

10/10

Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

View slim-rpcache-ornit… details | View gpt-oss:20b 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