DeepSeek: DeepSeek V3.2

DeepSeek: DeepSeek V3.2

deepseek · Released Dec 1, 2025 Professional
Intelligence #14 / 590
82.0 Our Score
Speed #162 / 279
79.8 tokens / sec
Input #305 / 592
$0.229 per 1M tokens
Output #225 / 592
$0.343 per 1M tokens
Context #245 / 592
131,072 tokens

Analysis Summary

DeepSeek V3.2 is a capable general-purpose model from DeepSeek with tool use and function calling support. Its coding and agentic benchmarks are solid for its price tier, and the intelligence index sits in the limited-to-good range. The 131K context window is adequate for most business tasks.

For businesses, the model suits coding assistance, structured content generation, and moderate agentic workflows. Instruction-following scores are reasonable, and the tau2 agentic reliability score is strong. However, there is no vision support, which limits its applicability to text-only pipelines.

At $0.23 input and $0.34 output, pricing is very competitive. A regional accessibility adjustment applies given the provider's limited enterprise support infrastructure. Teams comfortable with self-hosting or API access may find strong value here, but those requiring enterprise-grade support and data residency guarantees should factor in those constraints.

Assessed June 30, 2026

Editorial notes

DeepSeek V3.2 offers strong coding and agentic performance with tool use and function calling at very low pricing, though it carries a regional accessibility penalty for enterprise deployments.

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

Performance Profile

Intelligence4.2Technical7Value7.8Content5
Intelligence 4.2/10
Technical 7/10
Content 5/10
Value 7.8/10

How DeepSeek: DeepSeek V3.2 compares

DeepSeek: DeepSeek V3.2 ranks #63 of 385 AI models we track for overall intelligence, #52 of 293 for agentic tasks. Its 131K-token context window is larger than 59% of the models we list. At $0.23 per million input tokens it is cheaper than 48% of comparable models.

About DeepSeek: DeepSeek V3.2

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

Tool Use Function Calling

Performance Indices

Source: Artificial Analysis

33.4 Intelligence Index
63.1 Agentic Index
92 Math Index

Benchmark Scores

Intelligence

GPQA Diamond 84% Graduate-level scientific reasoning
HLE 22.2% Humanity's Last Exam
MMLU Pro 86.2% Multi-task language understanding
AIME 2025 92% Competition mathematics (2025)
SciCode 38.9% Scientific computing

Technical

LiveCodeBench 86.2% Live coding evaluation
TerminalBench Hard 35.6% Agentic terminal tasks
τ²-Bench 90.6% Conversational agent benchmark

Content

IFBench 60.7% Instruction following
LCR 65% Long-context reasoning

Benchmark data from Artificial Analysis and Hugging Face

How does DeepSeek: DeepSeek V3.2 stack up?

Compare side-by-side with other professional models.

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Model Information

OpenRouter ID deepseek/deepseek-v3.2
Providerdeepseek
Model FamilyDeepSeek
Release Date December 1, 2025
Context Length131,072 tokens
Max Completion64,000 tokens
Status Active

Pricing

Token Type Cost per 1M tokens Cost per 1K tokens
Input $0.23 $0.000229
Output $0.34 $0.000343

Live Performance

Live endpoint metrics, refreshed every 30 minutes.

99.3%
Avg Uptime
768ms
Best Latency (TTFT)
38 tok/s
Best Throughput
11/12
Active Endpoints
Available via: StreamLake, Baidu, SiliconFlow, DeepInfra, AtlasCloud, Novita, Venice, Alibaba +4 more

Leaderboard Categories

Frequently asked questions about DeepSeek: DeepSeek V3.2

How much does DeepSeek: DeepSeek V3.2 cost?

DeepSeek: DeepSeek V3.2 costs $0.23 per million input tokens and $0.34 per million output tokens.

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

DeepSeek: DeepSeek V3.2 has a context window of 131,072 tokens (131K).

What can DeepSeek: DeepSeek V3.2 do?

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

Who created DeepSeek: DeepSeek V3.2?

DeepSeek: DeepSeek V3.2 is developed by DeepSeek and was released on December 1, 2025.