gpt-oss:20b

gptoss · 20.9B · MXFP4

THINKING MODEL

Gigabyte Technology Co., Ltd. B760 AORUS ELITE AX DDR4 (Intel Core™ i5-14400F)

32 GB · Microsoft Windows 11 Professionnel 10.0.26200

Tested on September 15, 2026 · Submitted by ichido

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Global Score

94 /100

Excellent

Hardware Fit

97/100

Quality

93/100

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GGUF versions & quantizations

Hardware

Machine: Gigabyte Technology Co., Ltd. B760 AORUS ELITE AX DDR4
CPU: Intel Core™ i5-14400F
Cores: 16 total (16 perf)
Frequency: 2.5 GHz
RAM: 32 GB DDR4
GPU: NVIDIA GeForce RTX 5060 Ti
OS: Microsoft Windows 11 Professionnel 10.0.26200
Arch: x64
Power Mode: balanced

Performance

Tokens/sec Tokens generated per second — higher is better: 80.4
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: 139 ms
Time to first token How fast the model starts responding — lower is better: 1.6 s
Load time Time to load the model into memory before inference: 11.6 s
Memory usage RAM consumed during inference — percentage of total system memory: 11.9 GB (37%)
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: ~660

Score breakdown

Speed

50/50

Time to first token

19/20

Memory

28/30

Quality

Reasoning

19/20

Coding

17/20

Instruction following

17/20

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 0.34.0
Model format: GGUF
Hardware profile: BALANCED
Result hash: 5e9774625c50795bbe0c9ea5593bad403f6052a277aa72f8e6205213ad080a94

Interpretation

Hardware fit: 97/100. 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 19% (peak 21%)

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