DeepSeek: DeepSeek V3.2 Exp

DeepSeek: DeepSeek V3.2 Exp

deepseek · Released Sep 29, 2025 Professional
Intelligence #14 / 590
82.0 Our Score
Speed #159 / 279
80.3 tokens / sec
Input #328 / 592
$0.270 per 1M tokens
Output #248 / 592
$0.410 per 1M tokens
Context #232 / 592
163,840 tokens

Analysis Summary

DeepSeek V3.2 Exp is an experimental release with an intelligence index of 21.3 and an agentic index of 29.5. LiveCodeBench at 0.554 and MMLU Pro at 0.836 show reasonable general and coding capability, while the very low pricing ($0.27 input / $0.41 output) makes it one of the most cost-efficient options with benchmark data in this batch.

For businesses, this model suits cost-sensitive coding assistance, structured content generation, and lightweight tool-augmented workflows. The 163K context window is adequate for most tasks. As an experimental release, production stability should be validated before full deployment, and the intelligence index of 21.3 limits suitability for complex reasoning.

A -4 point regional accessibility adjustment applies. Teams prioritising cost efficiency and comfortable with DeepSeek's infrastructure will find strong value here; others should weigh the experimental status and provider considerations against more established alternatives.

Assessed June 30, 2026

Editorial notes

DeepSeek V3.2 Exp offers competitive coding and tool use at very low pricing ($0.27 input / $0.41 output), though reasoning depth and agentic reliability are limited.

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

Performance Profile

Intelligence3.8Technical4.2Value7.8Content4.9
Intelligence 3.8/10
Technical 4.2/10
Content 4.9/10
Value 7.8/10

How DeepSeek: DeepSeek V3.2 Exp compares

DeepSeek: DeepSeek V3.2 Exp ranks #128 of 385 AI models we track for overall intelligence, #147 of 293 for agentic tasks. Its 164K-token context window is larger than 61% of the models we list. At $0.27 per million input tokens it is cheaper than 45% of comparable models.

About DeepSeek: DeepSeek V3.2 Exp

DeepSeek-V3.2-Exp is an experimental large language model released by DeepSeek as an intermediate step between V3.1 and future architectures. It introduces DeepSeek Sparse Attention (DSA), a fine-grained sparse attention mechanism..

Capabilities

Tool Use Function Calling

Architecture Detail

Instruct Typedeepseek-v3.1

Performance Indices

Source: Artificial Analysis

21.3 Intelligence Index
29.5 Agentic Index
57.7 Math Index

Benchmark Scores

Intelligence

GPQA Diamond 73.8% Graduate-level scientific reasoning
HLE 8.6% Humanity's Last Exam
MMLU Pro 83.6% Multi-task language understanding
AIME 2025 57.7% Competition mathematics (2025)
SciCode 39.9% Scientific computing

Technical

LiveCodeBench 55.4% Live coding evaluation
TerminalBench Hard 25% Agentic terminal tasks
τ²-Bench 33.9% Conversational agent benchmark

Content

IFBench 43.1% Instruction following
LCR 43% Long-context reasoning

Benchmark data from Artificial Analysis and Hugging Face

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

Compare side-by-side with other professional models.

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Model Information

OpenRouter ID deepseek/deepseek-v3.2-exp
Providerdeepseek
Model FamilyDeepSeek
Release Date September 29, 2025
Context Length163,840 tokens
Max Completion65,536 tokens
Status Active

Pricing

Token Type Cost per 1M tokens Cost per 1K tokens
Input $0.27 $0.000270
Output $0.41 $0.000410

Live Performance

Live endpoint metrics, refreshed every 30 minutes.

100%
Avg Uptime
1,448ms
Best Latency (TTFT)
29 tok/s
Best Throughput
3/3
Active Endpoints
Available via: Novita, SiliconFlow, AtlasCloud

Leaderboard Categories

Frequently asked questions about DeepSeek: DeepSeek V3.2 Exp

How much does DeepSeek: DeepSeek V3.2 Exp cost?

DeepSeek: DeepSeek V3.2 Exp costs $0.27 per million input tokens and $0.41 per million output tokens.

What is the context window of DeepSeek: DeepSeek V3.2 Exp?

DeepSeek: DeepSeek V3.2 Exp has a context window of 163,840 tokens (164K).

What can DeepSeek: DeepSeek V3.2 Exp do?

DeepSeek: DeepSeek V3.2 Exp supports tool use and function calling.

Who created DeepSeek: DeepSeek V3.2 Exp?

DeepSeek: DeepSeek V3.2 Exp is developed by DeepSeek and was released on September 29, 2025.