DeepSeek V3.2
by DeepSeektext->text14 endpoints
Neura Intelligence Index
67.2/ 100
Rank
#91—
Confidence
mediumBenchmarks
6(15% coverage)
Overview
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...
Capabilities
Text generation
Tool use / Function calling
Structured output
Extended reasoning
Prompt caching
Long context
Top-P sampling
Stop sequences
Deterministic seed
Log probabilities
Modalities
Input
Text
Output
Text
Technical Specifications
Context Window
163.8K tokens
Max Output
147.5K tokens
Tokenizer
DeepSeek
Uptime (24h)
10000.0%
Parameters
685000000000B
License
mitOpen Weights
Country
🇨🇳CN
Release Date
December 1, 20259mo
Supported Parameters
frequency_penaltyinclude_reasoninglogit_biaslogprobsmax_tokensmin_ppresence_penaltyreasoningrepetition_penaltyresponse_formatseedstopstructured_outputstemperaturetool_choicetoolstop_ktop_logprobstop_p
Benchmark Performance
coding
| Benchmark | Score | Source |
|---|---|---|
| SWE-bench Verified | 73.1 | verified |
math
| Benchmark | Score | Source |
|---|---|---|
| AIME 2025 | 93.1 | verified |
reasoning
| Benchmark | Score | Source |
|---|---|---|
| GPQA Diamond | 82.4 | verified |
| Humanity's Last Exam | 40.8 | verified |
agent
| Benchmark | Score | Source |
|---|---|---|
| BrowseComp | 51.4 | verified |
| Toolathlon | 35.2 | verified |
Performance Over Time
Pricing
Per 1M tokens
Input$0.26
Output$0.38
Cache read$0.13
Added
December 1, 2025
Last synced 8/27/2026