slim-rpcache-ornith-1.0-9b

LM-STUDIO GGUF

qwen35 · 9B · BF16

Good

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

GPT-20B:20b

OLLAMA GGUF

gptoss · 20.9B · MXFP4

Excellent

Aug 19, 2026 · AMD Ryzen 9 9955HX3D 16-Core Processor

Global Score

79 vs 90

Hardware Fit

78 vs 79

Quality Score

79 vs 94

Hardware

slim-rpcache-ornit… GPT-20B:20b

MachineASUSHP HyperX OMEN Gaming Laptop 16-ap1xxx

CPUAMD Ryzen 7 7800X3D 8-Core ProcessorAMD Ryzen 9 9955HX3D 16-Core Processor

Cores1632

RAM31 GB31 GB

GPUNVIDIA GeForce RTX 4090, RaphaelAMD Radeon(TM) 610M, NVIDIA GeForce RTX 5070 Laptop GPU

OScachyos rollingMicrosoft Windows 11 Home 10.0.26200

Archx64x64

Power Modeperformancebalanced

Performance

slim-rpcache-ornit… GPT-20B:20b

Tokens/sec52.336.6

First chunk11 ms722 ms

TTFT177 ms4.7 s

Load timeN/A0.3 s

Memory usage25.6 GB13.1 GB

Memory %84%42%

HW Fit Score Breakdown

slim-rpcache-ornith-1.0…

Speed

50/50

TTFT

20/20

Memory

8/30

GPT-20B:20b

Speed

46/50

TTFT

6/20

Memory

27/30

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-20B:20b

Reasoning

19/20

Coding

18/20

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-20B: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