slim-rpcache-ornith-1.0-9b

LM-STUDIO GGUF

qwen35 · 9B · BF16

Good

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

gemma-3-270m-it-qat-mlx

LM-STUDIO MLX

gemma3_text · 270M · 4bit

Marginal

Mar 4, 2026 · Apple M4

Global Score

79 vs 43

Hardware Fit

78 vs 99

Quality Score

79 vs 19

Hardware

slim-rpcache-ornit… gemma-3-270m-it-qa…

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… gemma-3-270m-it-qa…

Tokens/sec52.3344.2

First chunk11 ms173 ms

TTFT177 ms173 ms

Load timeN/AN/A

Memory usage25.6 GB0.3 GB

Memory %84%1%

HW Fit Score Breakdown

slim-rpcache-ornith-1.0…

Speed

50/50

TTFT

20/20

Memory

8/30

gemma-3-270m-it-qat-mlx

Speed

50/50

TTFT

20/20

Memory

29/30

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

gemma-3-270m-it-qat-mlx

Reasoning

4/20

Coding

0/20

Instruction

9/20

Structured

3/15

Math

1/15

Multilingual

2/10

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

View slim-rpcache-ornit… details | View gemma-3-270m-it-qa… 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