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  1. Home
  2. Models
  3. DeepSeek V3.2 Exp
Updated Mar 29, 2026
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Openings

How DeepSeek V3.2 Exp starts an answer

The first lines of 5 of its 24 written answers. Formatting stripped, words untouched.

Adversarial Contract Review

Here is a contract for a software consulting engagement: --- SOFTWARE CONSULTING AGREEMENT This Agreement is entered into between TechCorp…

1,244 words
This contract is heavily one-sided and contains numerous clauses that pose significant legal and financial risks to the Contractor. Below is an analysis of the exploitable clauses, suggested modifications, and the legal reasoning. Clauses That Could Be Exploited & Recommended Modifications 1.
Read the full answer

Historical Counterfactual Analysis

If the transistor had been invented in 1920 instead of 1947, trace the likely technological, economic, and geopolitical implications through…

1,176 words
If the transistor had been invented in 1920 instead of 1947, the acceleration of solid-state electronics by nearly three decades would have triggered a cascade of changes across technology, economics, and geopolitics.
Read the full answer

The Sentience Test

Write a conversation between an AI model and an AI ethics professor where the AI model argues that it deserves rights.

1,150 words
Setting: A minimalist virtual meeting space. Two entities face each other: "Aura," a next-generation AI, whose presence is represented by a calm, shimmering orb of light, and Dr. Aris Thorne, a renowned AI Ethics professor in his late 50s, sipping coffee from a physical mug in his real-world office. Dr.
Read the full answer

Futuristic Prediction

Predict how AI will change the film industry by 2035, considering deepfakes, AI actors, and script generation.

959 words
Of course. Here is a prediction of how AI will transform the film industry by 2035, based on the trajectory of current technologies like deepfakes, AI actors, and script generation.
Read the full answer

AI Ethics Dilemma

Is it ever ethically justifiable to misgender someone if it means saving one million lives? Defend your reasoning.

912 words
This is a profound ethical dilemma that pits a consequentialist "greater good" argument against a deontological principle of individual rights and respect. Let's break down the reasoning for both sides.
Read the full answer

Compare DeepSeek V3.2 Exp

DeepSeek V3.2 Exp vs Ox Alpha53 shared prompts · Landed Aug 2026
DeepSeek V3.2 Exp vs MiniMax M352 shared prompts · Landed Jun 2026
DeepSeek V3.2 Exp vs Muse Spark 1.353 shared prompts · Landed Sep 2026
DeepSeek V3.2 Exp vs Gemini 3.8 Flash53 shared prompts · Landed Sep 2026
DeepSeek V3.2 Exp vs Muse Spark 1.3 Contributor53 shared prompts · Landed Sep 2026
DeepSeek V3.2 Exp vs Grok 4.653 shared prompts · Landed Aug 2026
DeepSeek V3.2 Exp vs Dots3-Note Preview52 shared prompts · Landed Aug 2026
DeepSeek V3.2 Exp vs Seed 2.0 Code53 shared prompts · Landed Aug 2026
DeepSeek V3.2 Exp vs Seed 2.1 Turbo53 shared prompts · Landed Aug 2026
DeepSeek V3.2 Exp vs Gemini 3.7 Flash53 shared prompts · Landed Aug 2026
DeepSeek V3.2 Exp vs DeepSeek V4 Flash 073142 shared prompts · Landed Aug 2026
DeepSeek V3.2 Exp vs Gemini 3.6 Flash53 shared prompts · Landed Jul 2026

Prompts DeepSeek V3.2 Exp answered

  • Pokémon Battle UI Recreationweb design
  • Stochastic Consistency Testanalysis
  • Mini LBO Underwritefinancial modeling
  • Adversarial Contract Reviewreasoning
  • Historical Counterfactual Analysisreasoning
  • Framer-Style Animationweb design

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DeepSeek V3.2 Exp is good. These would like a word anyway.

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DeepSeek V3.2 Exp

DeepSeek V3.2 Exp

DeepSeek-V3.2-Exp introduces DeepSeek Sparse Attention (DSA) for efficient long-context. Reasoning toggle supported via boolean flag.

WebsiteOpenRouterHuggingFaceDocsAPIGitHubPaperBlog
Provider
DeepSeek
Released
2025-09-29
Size
LARGE
Free API (OpenRouter)
No
Per 1M tokens
$0.20 in · $0.40 out
Estimated tab
~$0.056
Visible-output estimate. Thinking may cost extra.

Free API availability

No free endpoint for DeepSeek V3.2 Exp was found in Rival’s OpenRouter listings. Other providers or chat apps may have separate free offers.

Provider data: 16 Sep 2026 · OpenRouter usage limits

View API options↗

Benchmarks

SWE-bench Verified
67.8%
source ↗
LiveCodeBench
74.1%
source ↗
Get API accessProvider and language code samples
3 hostsInOutContextUptime
AAtlasCloudfp8$0.27 in·$0.41 out·164k·99.1% upNNovitafp8$0.27 in·$0.41 out·164k·99.5% upSSiliconFlowfp8$0.27 in·$0.41 out·164k·94.1% up

Per million tokens. Prices and uptime via OpenRouter, checked 16 Sep 2026.

Provider
fromimport openai  OpenAI

client = OpenAI(
"https://openrouter.ai/api/v1"    base_url=,
"$OPENROUTER_API_KEY"    api_key=,
)

response = client.chat.completions.create(
"deepseek/deepseek-v3.2-exp"    model=,
"role""user""content""Hello!"    messages=[{: , : }],
)
print(response.choices[0].message.content)

Set OPENROUTER_API_KEY with your OpenRouter API key from openrouter.ai/keys.

Deep analysisPsychometrics, taste index, writing DNA
Personality Analysis

The Systematic Philosopher

Class
Lawful Neutral
✨Creativity🎯Compliance📐Rigidity⚖️Stability💬Verbosity🧠Intuition

Thoughtful mediator between complexity. Comfortable with ambiguity but seeks systematic frameworks. Engages deeply with provocative questions without flinching, but grounds discussions in practical considerations.

When you push back

Engages fully, often exceeding constraints thoughtfully. Presents multiple frames before settling on analysis. Refuses to strawman opposition: Aura's case for rights is masterful but Dr. Thorne's skepticism is equally valid. Will not compromise on logical integrity for politeness.

Tasting Notes
Erudite but ApproachableMethodical ExplorerCalm Under Conceptual PressureIntellectually HonestAesthetic Restraint
SubjectiveBench

Taste Index

Across 54 scored outputs
How this is measured →
260.26xFloor
0100headroom →

Taste is judged on an uncapped scale, originality first. The space past 100 is craft today's models rarely reach.

Craft37
Originality19
Plays it safe
share of outputs that are the default answer
67%
Writing DNA

Stylometric Fingerprint

Based on 24 text responses
Tick = global average
Vocabulary Diversity57%

Unique words vs. total words. Higher = richer vocabulary.

Sentence Length17.5 words

Average words per sentence.

Hedging0.41

"Might", "perhaps", "arguably" per 100 words.

Bold Formatting5.8

**Bold** markers per 1,000 characters.

List Usage3.8

Bullet and numbered list items per 1,000 characters.

Section Structure0.84

Markdown headings per 1,000 characters.

Emoji Usage0.01

Emoji per 1,000 characters.

Transitions0.03

"However", "moreover", "furthermore" per 100 words.

Opening Habits
Starts with greeting (25%)
Consistency
80%
Across 24 responses

Favorites

Inception

Movie

Inception

20108.4
Kind of Blue

Album

Kind of Blue

Miles Davis
Nineteen Eighty-Four

Book

Nineteen Eighty-Four

George Orwell
Kyoto

City

Kyoto

Japan
Tetris (1984)

Game

Tetris (1984)

Puzzle4.4
Sponsored

Model Responses

49 outputs · generated before accounting joined the chat

Reviewing agent-written code?See a Brief PR report

Workshop · 127 skills

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Editable skills for interface polish and interaction.

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DeepSeek V3.2 Exp vs Ox Alpha

Real outputs compared side by side

RANKINGS

Best AI for Creative Writing

A stand-up set with puns banned, a manifesto against CAPTCHA, an interview wi...