slim-rpcache-ornith-1.0-9b

LM-STUDIO GGUF

qwen35 · 9B · BF16

Good

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

qwen2.5-coder:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Good

Mar 2, 2026 · Apple M4

Global Score

79 vs 79

Hardware Fit

78 vs 95

Quality Score

79 vs 72

Hardware

slim-rpcache-ornit… qwen2.5-coder:7b

MachineASUSMacBook Air

CPUAMD Ryzen 7 7800X3D 8-Core ProcessorApple M4

Cores1610

RAM31 GB32 GB

GPUNVIDIA GeForce RTX 4090, RaphaelApple M4

OScachyos rollingmacOS 26.3

Archx64arm64

Power Modeperformancebalanced

Performance

slim-rpcache-ornit… qwen2.5-coder:7b

Tokens/sec52.322.1

First chunk11 msN/A

TTFT177 ms285 ms

Load timeN/A0.8 s

Memory usage25.6 GB7.6 GB

Memory %84%24%

HW Fit Score Breakdown

slim-rpcache-ornith-1.0…

Speed

50/50

TTFT

20/20

Memory

8/30

qwen2.5-coder:7b

Speed

35/50

TTFT

30/20

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

qwen2.5-coder:7b

Reasoning

10/20

Coding

18/20

Instruction

13/20

Structured

13/15

Math

9/15

Multilingual

9/10

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

View slim-rpcache-ornit… details | View qwen2.5-coder:7b 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