DeepSeek: DeepSeek V3.2 Speciale

DeepSeek: DeepSeek V3.2 Speciale

deepseek · Released Dec 1, 2025 Specialist
Intelligence #78 / 525
63.0 Our Score
AA Index #99 / 353
29.4 Artificial Analysis
Input #326 / 525
$0.400 per 1M tokens
Output #304 / 525
$1.20 per 1M tokens
Context #174 / 525
163,840 tokens

Analysis Summary

DeepSeek: DeepSeek V3.2 Speciale sits in the Specialist tier on our leaderboard, ranked #78 of 525 published models on overall intelligence. At $0.400 input and $1.20 output per 1M tokens, it is among the most expensive on the market. It offers a standard large context window.

Editorial notes

DeepSeek's V3.2 Speciale shows strong coding performance and impressive math scores at a moderate price, though its intelligence index is limited and it lacks tool use support — a reasonable option for cost-focused coding tasks with the caveat of limited Western business support.

Assessed April 23, 2026

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

Performance Profile

Intelligence6Technical6.2Value7.3Content5.5
Intelligence 6/10
Technical 6.2/10
Content 5.5/10
Value 7.3/10

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?

Compare side-by-side with other specialist models.

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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 $0.40 $0.000400
Output $1.20 $0.001200

Live Performance

Live endpoint metrics — refreshed every 30 minutes.

100%
Avg Uptime
2,939ms
Best Latency (TTFT)
26 tok/s
Best Throughput
1/1
Active Endpoints
Available via: AtlasCloud

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