Comprehensive side-by-side LLM comparison
DeepSeek-V3.2-Exp leads with 33.0% higher average benchmark score. Nova Pro offers 370.6K more tokens in context window than DeepSeek-V3.2-Exp. DeepSeek-V3.2-Exp is $3.32 cheaper per million tokens. Nova Pro supports multimodal inputs. Overall, DeepSeek-V3.2-Exp is the stronger choice for coding tasks.
DeepSeek
DeepSeek-V3.2-Exp was introduced as an experimental release, designed to test new architectural innovations and training methodologies. Built to explore the boundaries of mixture-of-experts design, it serves as a research preview for techniques that may be incorporated into future stable releases.
Amazon
Amazon Nova Pro was developed as the flagship model in the Nova family, designed to provide advanced multimodal understanding across text, images, and other modalities. Built to handle complex tasks requiring sophisticated reasoning, it represents Amazon's most capable offering for enterprise applications.
10 months newer

Nova Pro
Amazon
2024-11-20

DeepSeek-V3.2-Exp
DeepSeek
2025-09-29
Cost per million tokens (USD)

DeepSeek-V3.2-Exp

Nova Pro
Context window and performance specifications
Average performance across 1 common benchmarks

DeepSeek-V3.2-Exp

Nova Pro
Available providers and their performance metrics

DeepSeek-V3.2-Exp
Novita
ZeroEval

Nova Pro

DeepSeek-V3.2-Exp

Nova Pro

DeepSeek-V3.2-Exp

Nova Pro
Bedrock