DeepSeek: DeepSeek V3.2 Speciale

DeepSeek: DeepSeek V3.2 Speciale

deepseek · Released Dec 1, 2025 Specialist
Intelligence #72 / 557
65.1 Our Score
AA Index #107 / 368
29.4 Artificial Analysis
Input #318 / 560
$0.287 per 1M tokens
Output #243 / 560
$0.431 per 1M tokens
Context #208 / 560
163,840 tokens

Analysis Summary

DeepSeek: DeepSeek V3.2 Speciale sits in the Specialist tier on our leaderboard, ranked #72 of 557 published models on overall intelligence. At $0.287 input and $0.431 output per 1M tokens, it is among the most expensive on the market. It offers a standard large context window.

Editorial notes

DeepSeek V3.2 Speciale posts excellent coding and math scores at very low cost, but its intelligence index is modest and it lacks tool use, vision, and function calling support.

Assessed May 14, 2026

Rankings consider pricing, capabilities, benchmarks, and real-world applicability and are refreshed as new models launch. Feedback?

Performance Profile

Intelligence6Technical6.2Value7.8Content6
Intelligence 6/10
Technical 6.2/10
Content 6/10
Value 7.8/10

DeepSeek-V3.2-Speciale is a high-compute variant of DeepSeek-V3.2 optimized for maximum reasoning and agentic performance. It builds on DeepSeek Sparse Attention (DSA) for efficient long-context processing, then scales post-training reinforcement learning..

Performance Indices

Source: Artificial Analysis

29.4 Intelligence Index
37.9 Coding Index
34.8 Agentic Index
96.7 Math Index

Benchmark Scores

Intelligence

GPQA Diamond 87.1% Graduate-level scientific reasoning
HLE 26.1% Humanity's Last Exam
MMLU Pro 86.3% Multi-task language understanding
AIME 2025 96.7% Competition mathematics (2025)
SciCode 44% Scientific computing

Technical

LiveCodeBench 89.6% Live coding evaluation
TerminalBench Hard 34.8% Agentic terminal tasks

Content

IFBench 63.9% Instruction following
LCR 59.3% Long-context reasoning

Benchmark data from Artificial Analysis and Hugging Face

How does DeepSeek: DeepSeek V3.2 Speciale stack up?

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Model Information

OpenRouter ID deepseek/deepseek-v3.2-speciale
Providerdeepseek
Model FamilyDeepSeek
Release Date December 1, 2025
Context Length163,840 tokens
Max Completion163,840 tokens
Status Active

Pricing

Token Type Cost per 1M tokens Cost per 1K tokens
Input $0.29 $0.000287
Output $0.43 $0.000431

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