DeepSeek-V3.2-Speciale vs Nova Lite
Comparing DeepSeek-V3.2-Speciale and Nova Lite across benchmarks, pricing, and capabilities.
DeepSeek · Amazon · Updated for 2026
Which is better?
DeepSeek-V3.2-Speciale and Nova Lite trade strengths across price, capabilities, and technical limits. The better choice depends on the workload.
On price, Nova Lite is roughly 3.0x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.
Nova Lite also accepts a larger context window (300,000 input tokens), making it the stronger choice for long documents and large codebases.
Based on current benchmark, pricing, and model metadata for 2026.
Choose DeepSeek-V3.2-Speciale
- you want the most recent training data — it shipped Dec 2025
- you need open weights you can self-host or fine-tune
Choose Nova Lite
- cost matters — it's about 3.0x cheaper per token
- you process long inputs — it offers a 300,000 token context window
At a glance
The differences that matter most.
Performance Benchmarks
Comparative analysis across standard metrics
DeepSeek-V3.2-Speciale and Nova Litedon't have any common benchmark datasets to compare. They may have been evaluated on different testing suites.
Arena Performance
Playground indexes and blind preference scores
Pricing Analysis
Price comparison per million tokens
For input processing, DeepSeek-V3.2-Speciale ($0.28/1M tokens) is 4.7x more expensive than Nova Lite ($0.06/1M tokens).
For output processing, DeepSeek-V3.2-Speciale ($0.42/1M tokens) is 1.8x more expensive than Nova Lite ($0.24/1M tokens).
In conclusion, DeepSeek-V3.2-Speciale is more expensive than Nova Lite.*
* Using a 3:1 ratio of input to output tokens
Context Window
Maximum input and output token capacity
Nova Lite accepts 300,000 input tokens compared to DeepSeek-V3.2-Speciale's 131,072 tokens. DeepSeek-V3.2-Speciale can generate longer responses up to 131,072 tokens, while Nova Lite is limited to 2,048 tokens.
Input Capabilities
Supported data types and modalities
Nova Lite supports multimodal inputs, whereas DeepSeek-V3.2-Speciale does not.
Nova Lite can handle both text and other forms of data like images, making it suitable for multimodal applications.
DeepSeek-V3.2-Speciale
Nova Lite
License
Usage and distribution terms
DeepSeek-V3.2-Speciale is licensed under MIT, while Nova Lite uses a proprietary license.
License differences may affect how you can use these models in commercial or open-source projects.
MIT
Open weights
Proprietary
Closed source
Release Timeline
When each model was launched
DeepSeek-V3.2-Speciale was released on 2025-12-01, while Nova Lite was released on 2024-11-20.
DeepSeek-V3.2-Speciale is 13 months newer than Nova Lite.
Dec 1, 2025
8 months ago
1.0yr newerNov 20, 2024
1.8 years ago
Knowledge Cutoff
When training data ends
Neither model specifies a knowledge cutoff date.
Unable to compare the recency of their training data.
Provider Availability
DeepSeek-V3.2-Speciale is available from DeepSeek. Nova Lite is available from Bedrock.
DeepSeek-V3.2-Speciale
Nova Lite
Outputs Comparison
Judge for yourself.
Run your own prompts against DeepSeek-V3.2-Speciale and Nova Lite side-by-side, then vote on the output you prefer.
FAQ
Common questions about DeepSeek-V3.2-Speciale vs Nova Lite.