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

Mar 5, 2026 · AMD RYZEN AI MAX+ 395

Global Score

79 vs 93

Hardware Fit

78 vs 85

Quality Score

79 vs 96

Hardware

slim-rpcache-ornit… gpt-oss:20b

MachineASUSAZW GTR Pro

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

Cores1632

RAM31 GB125 GB

GPUNVIDIA GeForce RTX 4090, RaphaelAMD Radeon 8060S

OScachyos rollingUbuntu 24.04.4 LTS

Archx64x64

Power Modeperformancelow-power

Performance

slim-rpcache-ornit… gpt-oss:20b

Tokens/sec52.347.1

First chunk11 ms320 ms

TTFT177 ms1.8 s

Load timeN/A3.8 s

Memory usage25.6 GB16.4 GB

Memory %84%13%

HW Fit Score Breakdown

slim-rpcache-ornith-1.0…

Speed

50/50

TTFT

20/20

Memory

8/30

gpt-oss:20b

Speed

44/50

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

18/20

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