Model Comparator

Compare up to four models using the same criteria.

GPT-6 Sol (Non-reasoning)
OpenAI
DeepSeek V4.1 Flash (Max)
DeepSeek

Differences only

✓ Best published value among measured models. — Data unavailable. These metrics do not establish an overall ranking.

Model Comparator
Metrics	GPT-6 Sol (Non-reasoning) OpenAI	DeepSeek V4.1 Flash (Max) DeepSeek
Intelligence	28.5	Best: 28.6
Cyber Index	—	40.8%
Speed	123 t/s	Best: 193 t/s
TTFT	0.91 s	Best: 0.86 s
Input · $ / 1M tokens	$2×6.7 relative to the lowest price among the compared models	Best: $0.30
Output · $ / 1M tokens	$10×8.3 relative to the lowest price among the compared models	Best: $1.20
Context window	Best: 1.1M	1M
Reasoning	No	Yes
Open weights	No	Yes
Cost / task	$0.334×1.1 relative to the lowest price among the compared models	Best: $0.318

Intelligence

GPT-6 Sol (Non-reasoning): 28.5
DeepSeek V4.1 Flash (Max): Best: 28.6

Cyber Index

GPT-6 Sol (Non-reasoning): —
DeepSeek V4.1 Flash (Max): 40.8%

Speed

GPT-6 Sol (Non-reasoning): 123 t/s
DeepSeek V4.1 Flash (Max): Best: 193 t/s

TTFT

GPT-6 Sol (Non-reasoning): 0.91 s
DeepSeek V4.1 Flash (Max): Best: 0.86 s

Input · $ / 1M tokens

GPT-6 Sol (Non-reasoning): $2×6.7 relative to the lowest price among the compared models
DeepSeek V4.1 Flash (Max): Best: $0.30

Output · $ / 1M tokens

GPT-6 Sol (Non-reasoning): $10×8.3 relative to the lowest price among the compared models
DeepSeek V4.1 Flash (Max): Best: $1.20

Context window

GPT-6 Sol (Non-reasoning): Best: 1.1M
DeepSeek V4.1 Flash (Max): 1M

Reasoning

GPT-6 Sol (Non-reasoning): No
DeepSeek V4.1 Flash (Max): Yes

Open weights

GPT-6 Sol (Non-reasoning): No
DeepSeek V4.1 Flash (Max): Yes

Cost / task

GPT-6 Sol (Non-reasoning): $0.334×1.1 relative to the lowest price among the compared models
DeepSeek V4.1 Flash (Max): Best: $0.318

Each reasoning level remains a separate configuration.

Score and cost

Each line joins the reasoning levels of a compared model; the large point marks the configuration in the table. The top-right corner holds the best score for the lowest cost. Select another point to compare that level.

GPT-6 Sol (Non-reasoning)28.5 · $0.334
DeepSeek V4.1 Flash (Max)28.6 · $0.318