slim-rpcache-ornith-1.0-9b

LM-STUDIO GGUF

qwen35 · 9B · BF16

Good

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

qwen3-next:80b-a3b-instruct-q4_K_M

OLLAMA GGUF

qwen3next · 79.7B · Q4_K_M

Not Rec.

Aug 23, 2026 · Intel Xeon® E5-4650 v2

Global Score

79 vs 74

Hardware Fit

78 vs 42

Quality Score

79 vs 87

Hardware

slim-rpcache-ornit… qwen3-next:80b-a3b…

MachineASUSDell Inc. PowerEdge R820

CPUAMD Ryzen 7 7800X3D 8-Core ProcessorIntel Xeon® E5-4650 v2

Cores1680

RAM31 GB256 GB

GPUNVIDIA GeForce RTX 4090, RaphaelMicrosoft Basic Display Adapter

OScachyos rollingMicrosoft Windows Server 2022 Datacenter 10.0.20348

Archx64x64

Power Modeperformancebalanced

Performance

slim-rpcache-ornit… qwen3-next:80b-a3b…

Tokens/sec52.33.9

First chunk11 ms2089 ms

TTFT177 ms2.1 s

Load timeN/A73.3 s

Memory usage25.6 GB46.9 GB

Memory %84%18%

HW Fit Score Breakdown

slim-rpcache-ornith-1.0…

Speed

50/50

TTFT

20/20

Memory

8/30

qwen3-next:80b-a3b-inst…

Speed

3/50

TTFT

9/20

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

qwen3-next:80b-a3b-inst…

Reasoning

18/20

Coding

19/20

Instruction

12/20

Structured

15/15

Math

13/15

Multilingual

10/10

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

View slim-rpcache-ornit… details | View qwen3-next:80b-a3b… 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