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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

llama3.2:1b

OLLAMA GGUF

llama · 1.2B · Q8_0

Good

Mar 5, 2026 · AMD Ryzen 9 8945HS

Global Score
79 vs 62
Hardware Fit
78 vs 91
Quality Score
79 vs 50

Hardware

slim-rpcache-ornit… llama3.2:1b
MachineASUSASUSTeK COMPUTER INC. ROG Zephyrus G14 GA403UV_GA403UV
CPUAMD Ryzen 7 7800X3D 8-Core ProcessorAMD Ryzen 9 8945HS
Cores1616
RAM31 GB15 GB
GPUNVIDIA GeForce RTX 4090, RaphaelNVIDIA GeForce RTX 4060 Laptop GPU, AMD Radeon 780M Graphics
OScachyos rollingMicrosoft Windows 11 Home 10.0.26200
Archx64x64
Power Modeperformancebalanced

Performance

slim-rpcache-ornit… llama3.2:1b
Tokens/sec52.3170.2
First chunk11 ms142 ms
TTFT177 ms142 ms
Load timeN/A3.2 s
Memory usage25.6 GB1.6 GB
Memory %84%11%

HW Fit Score Breakdown

slim-rpcache-ornith-1.0…

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

llama3.2:1b

Speed
50/50
TTFT
20/20
Memory
21/30

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

llama3.2:1b

Reasoning
4/20
Coding
13/20
Instruction
14/20
Structured
13/15
Math
0/15
Multilingual
6/10
Reasoning: Poor Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Adequate

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