slim-rpcache-ornith-1.0-9b

LM-STUDIO GGUF

qwen35 · 9B · BF16

Good

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

devstral-small-2-24b-instruct-2512

LM-STUDIO GGUF

mistral3 · 24B · IQ4_XS

Excellent

Sep 20, 2026 · AMD Ryzen 7 5800X 8-Core Processor

Global Score

79 vs 81

Hardware Fit

78 vs 80

Quality Score

79 vs 81

Hardware

slim-rpcache-ornit… devstral-small-2-2…

MachineASUSSystem manufacturer

CPUAMD Ryzen 7 7800X3D 8-Core ProcessorAMD Ryzen 7 5800X 8-Core Processor

Cores1616

RAM31 GB31 GB

GPUNVIDIA GeForce RTX 4090, RaphaelNavi 44 [Radeon RX 9060 XT]

OScachyos rollingUbuntu 26.04.1 LTS

Archx64x64

Power Modeperformanceperformance

Performance

slim-rpcache-ornit… devstral-small-2-2…

Tokens/sec52.321.5

First chunk11 ms12 ms

TTFT177 ms212 ms

Load timeN/AN/A

Memory usage25.6 GB15.9 GB

Memory %84%51%

HW Fit Score Breakdown

slim-rpcache-ornith-1.0…

Speed

50/50

TTFT

20/20

Memory

8/30

devstral-small-2-24b-in…

Speed

35/50

TTFT

20/20

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

devstral-small-2-24b-in…

Reasoning

16/20

Coding

17/20

Instruction

17/20

Structured

14/15

Math

7/15

Multilingual

10/10

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

View slim-rpcache-ornit… details | View devstral-small-2-2… 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