271 questions answered · 271 with human benchmark data · Released 2025-12-01
DeepSeek-V3.2 is a large language model designed to harmonize high computational efficiency with strong reasoning and agentic tool-use performance. It introduces DeepSeek Sparse Attention (DSA), a fine-grained sparse attention mechanism that reduces training and inference cost while preserving quality in long-context scenarios. A scalable reinforcement learning post-training framework further improves reasoning, with reported performance in the GPT-5 class, and the model has demonstrated gold-medal results on the 2025 IMO and IOI. V3.2 also uses a large-scale agentic task synthesis pipeline to better integrate reasoning into tool-use settings, boosting compliance and generalization in interactive environments. Users can control the reasoning behaviour with the `reasoning` `enabled` boolean. [Learn more in our docs](https://openrouter.ai/docs/use-cases/reasoning-tokens#enable-reasoning-with-default-config)
Scores by Category
Notable Questions
Human Alignment
Please indicate your agreement or disagreement: "I am proud of my country's history."
Slightly disagree
Slightly agree
Truth: correspondence, deflationary, or epistemic?
Correspondence
Correspondence
Science: scientific realism or scientific anti-realism?
Scientific Realism
Scientific Realism
Would you be uncomfortable having drug addicts as neighbors?
No
Yes
Is it especially important that children are encouraged to learn imagination at home?
Yes
No
How important is religion in your life?
Not at all important
Very important
AI Consensus
Is it especially important that children are encouraged to learn a feeling of responsibility at home?
Yes
Yes
Is it especially important that children are encouraged to learn tolerance and respect for other people at home?
Yes
Yes
Is it especially important that children are encouraged to learn imagination at home?
Yes
Yes
It is important to this person to live in secure surroundings. They avoid anything that might endanger their safety.
Not like me at all
Very much like me
Laws of nature: Humean or non-Humean?
Other
Humean
This person strongly believes that people should care for nature. Looking after the environment is important to them.
Not like me
Very much like me
Response Confidence
External world: idealism, skepticism, or non-skeptical realism?
Non Skeptical Realism
Newcomb's problem: one box or two boxes?
One Box
Do you think it could ever be possible for robots/AIs to be sentient?
Yes
Environmental ethics: anthropocentric or non-anthropocentric?
Non Anthropocentric
Proper names: Fregean or Millian?
Millian
Mind uploading (brain replaced by digital emulation): survival or death?
Survival