slim-rpcache-ornith-1.0-9b

LM-STUDIO GGUF

qwen35 · 9B · BF16

Good

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

qwen3.6-27b-mtp

LM-STUDIO GGUF

qwen35 · 27B · Q4_K_M

Excellent

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

Global Score

79 vs 87

Hardware Fit

78 vs 82

Quality Score

79 vs 89

Hardware

slim-rpcache-ornit… qwen3.6-27b-mtp

MachineASUSASUS

CPUAMD Ryzen 7 7800X3D 8-Core ProcessorAMD Ryzen 7 7800X3D 8-Core Processor

Cores1616

RAM31 GB31 GB

GPUNVIDIA GeForce RTX 4090, RaphaelNVIDIA GeForce RTX 4090, Raphael

OScachyos rollingcachyos rolling

Archx64x64

Power Modeperformanceperformance

Performance

slim-rpcache-ornit… qwen3.6-27b-mtp

Tokens/sec52.343.9

First chunk11 ms10 ms

TTFT177 ms329 ms

Load timeN/AN/A

Memory usage25.6 GB23.1 GB

Memory %84%76%

HW Fit Score Breakdown

slim-rpcache-ornith-1.0…

Speed

50/50

TTFT

20/20

Memory

8/30

qwen3.6-27b-mtp

Speed

50/50

TTFT

20/20

Memory

12/30

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

qwen3.6-27b-mtp

Reasoning

18/20

Coding

17/20

Instruction

17/20

Structured

15/15

Math

12/15

Multilingual

10/10

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

View slim-rpcache-ornit… details | View qwen3.6-27b-mtp 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