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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

Excellent

Aug 1, 2026 · Intel Xeon® E5-2637 v3

Global Score
79 vs 80
Hardware Fit
78 vs 54
Quality Score
79 vs 91

Hardware

slim-rpcache-ornit… qwen3-next:80b-a3b…
MachineASUSDell Inc. Precision Tower 7910
CPUAMD Ryzen 7 7800X3D 8-Core ProcessorIntel Xeon® E5-2637 v3
Cores1616
RAM31 GB96 GB
GPUNVIDIA GeForce RTX 4090, RaphaelNVIDIA GeForce RTX 5060 Ti
OScachyos rollingMicrosoft Windows 10 Pro 10.0.19045
Archx64x64
Power Modeperformancebalanced

Performance

slim-rpcache-ornit… qwen3-next:80b-a3b…
Tokens/sec52.314.9
First chunk11 ms1808 ms
TTFT177 ms1.8 s
Load timeN/A95.0 s
Memory usage25.6 GB48.0 GB
Memory %84%50%

HW Fit Score Breakdown

slim-rpcache-ornith-1.0…

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

qwen3-next:80b-a3b-inst…

Speed
16/50
TTFT
13/20
Memory
25/30

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
16/20
Structured
15/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong 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