GPT-20B:20b

gptoss · 20.9B · MXFP4

THINKING MODEL

HP OMEN 35L VALORANT Limited Edition Gaming Desktop PC (Intel Core™ i7-14700F)

64 GB · Microsoft Windows 11 Enterprise 10.0.26200

Tested on August 18, 2026

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Global Score

94 /100

Excellent

Hardware Fit

96/100

Quality

93/100

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ollama pull GPT-20B:20b

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ollama.com/library/GPT-20B

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GGUF versions & quantizations

Hardware

Machine: HP OMEN 35L VALORANT Limited Edition Gaming Desktop PC
CPU: Intel Core™ i7-14700F
Cores: 28 total (28 perf)
Frequency: 2.1 GHz
RAM: 64 GB DDR5
GPU: NVIDIA GeForce RTX 5080
OS: Microsoft Windows 11 Enterprise 10.0.26200
Arch: x64
Power Mode: balanced

Performance

Tokens/sec Tokens generated per second — higher is better: 181.0
Standard deviation Variation of speed across benchmark runs — lower means more consistent: ±1.2
First chunk latency Delay before the first streamed chunk arrives from runtime: 596 ms
Time to first token How fast the model starts responding — lower is better: 1.3 s
Load time Time to load the model into memory before inference: 10.0 s
Memory usage RAM consumed during inference — percentage of total system memory: 11.9 GB (19%)
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: ~669

Score breakdown

Speed

50/50

Time to first token

16/20

Memory

30/30

Quality

Reasoning

19/20

Coding

18/20

Instruction following

16/20

Structured output

15/15

Math

15/15

Multilingual

10/10

Category levels

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

Metadata

Spec version: 0.2.1
Runtime: Ollama 0.32.14
Model format: GGUF
Hardware profile: HIGH-END
Result hash: 501ac0a5ed93e75d050e552a587db9bb58accce307e4d823c373850dbbbc122c

Interpretation

Hardware fit: 96/100. Overall suitability: EXCELLENT (Global 94/100). Category profile: Reasoning: Strong, Coding: Strong, Instruction Following: Strong, Structured Output: Strong, Math: Strong, Multilingual: Strong.

Bench Environment

CPU load: avg 14% (peak 50%)

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