Ornith-1.5-35B-A3B-NVFP4-Q5K-mtp:latest

qwen35moe · 35.5B · NVFP4

Micro-Star International Co., Ltd. MS-7E51 (AMD Ryzen 7 9700X 8-Core Processor)

31 GB · Microsoft Windows 11 Pro 10.0.26200

Tested on August 23, 2026

Top 33% Compare

Global Score

82 /100

Excellent

Hardware Fit

81/100

Quality

82/100

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Ollama

ollama pull Ornith-1.5-35B-A3B-NVFP4-Q5K-mtp:latest

View on Ollama Library

ollama.com/library/Ornith-1.5-35B-A3B-NVFP4-Q5K-mtp

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GGUF versions & quantizations

Hardware

Machine: Micro-Star International Co., Ltd. MS-7E51
CPU: AMD Ryzen 7 9700X 8-Core Processor
Cores: 16 total (16 perf)
Frequency: 3.8 GHz
RAM: 31 GB DDR5
GPU: NVIDIA GeForce RTX 5080, AMD Radeon(TM) Graphics
OS: Microsoft Windows 11 Pro 10.0.26200
Arch: x64
Power Mode: balanced

Performance

Tokens/sec Tokens generated per second — higher is better: 67.9
Standard deviation Variation of speed across benchmark runs — lower means more consistent: ±1.8
First chunk latency Delay before the first streamed chunk arrives from runtime: 216 ms
Time to first token How fast the model starts responding — lower is better: 216 ms
Load time Time to load the model into memory before inference: 12.6 s
Memory usage RAM consumed during inference — percentage of total system memory: 24.1 GB (78%)
Total tokens Total number of tokens generated across all benchmark prompts: 1080

Score breakdown

Speed

50/50

Time to first token

20/20

Memory

11/30

Quality

Reasoning

14/20

Coding

19/20

Instruction following

15/20

Structured output

14/15

Math

10/15

Multilingual

10/10

Category levels

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

Metadata

Spec version: 0.2.1
Runtime: Ollama 0.32.15
Model format: GGUF
Hardware profile: BALANCED
Result hash: 3a6fdc01a41475b6e64c9cd540a56736d9a57a3e5365e3d08a7a03b7d3a91612

Interpretation

Hardware fit: 81/100. Overall suitability: EXCELLENT (Global 82/100). Category profile: Reasoning: Adequate, Coding: Strong, Instruction Following: Strong, Structured Output: Strong, Math: Adequate, Multilingual: Strong.

Bench Environment

CPU load: avg 48% (peak 56%)

Run yours now

$ npm install -g metrillm@latest

$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest