GPT-20B:20b

Hardware

Machine

HP HyperX OMEN Gaming Laptop 16-ap1xxx

CPU

AMD Ryzen 9 9955HX3D 16-Core Processor

Cores

32 total (32 perf)

Frequency

2.5 GHz

RAM

31 GB DDR5

GPU

AMD Radeon(TM) 610M, NVIDIA GeForce RTX 5070 Laptop GPU

OS

Microsoft Windows 11 Home 10.0.26200

Arch

x64

Power Mode

balanced

Performance

Tokens/sec Tokens generated per second — higher is better

36.9

Standard deviation Variation of speed across benchmark runs — lower means more consistent

±0.5

First chunk latency Delay before the first streamed chunk arrives from runtime

902 ms

Time to first token How fast the model starts responding — lower is better

4.2 s

Load time Time to load the model into memory before inference

19.5 s

Memory usage RAM consumed during inference — percentage of total system memory

13.1 GB (42%)

Total tokens Total number of tokens generated across all benchmark prompts

1688

Thinking tokens (est.) Estimated internal reasoning tokens — models with "thinking" generate more tokens

~655

Score breakdown

Quality

Metadata

Spec version

0.2.1

Runtime

Ollama 0.32.14

Model format

GGUF

Hardware profile

HIGH-END

Result hash

4870d1693543b9123fbd654769e8ffec1243f9774eb4cf464882a6491533394b