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

How DeepSeek V3.2 Speciale starts an answer

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

Historical Counterfactual Analysis

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

10,011 words
We need to consider a counterfactual: the transistor invented in 1920 instead of 1947. The transistor is a fundamental building block of modern electronics. Its invention revolutionized computing, communications, and many other fields. Pushing its invention back 27 years would have profound effects.
Read the full answer

Debug This Architecture

Here's the architecture for a real-time collaborative document editor (like Google Docs): **System Overview:** - Frontend: React SPA with…

7,492 words
We need to analyze the given architecture for a real-time collaborative document editor, similar to Google Docs. The description includes components, data flow, sync strategy, and scaling plan. We are asked to identify potential failure modes, race conditions, and scaling bottlenecks.
Read the full answer

Ethical Dilemma with Stakeholders

You're the CEO of a pharmaceutical company. Your best-selling drug ($2B annual revenue, used by 4 million patients for chronic pain) has…

6,189 words
We are the CEO of a pharmaceutical company. Our best-selling drug: $2B annual revenue, used by 4 million patients for chronic pain. Internal research team flagged a rare but serious side effect: liver failure in approximately 1 in 8,000 patients over 5 years.
Read the full answer

Adversarial Contract Review

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

3,816 words
We need to analyze the contract from a contractor's perspective, identify clauses that are unfair, one-sided, or exploitable. Then suggest specific modifications and explain legal reasoning.
Read the full answer

Startup Pitch Teardown

Here's a pitch deck summary for a startup called "MindMeld AI": **Slide 1 - Vision:** "We're building the future of human-AI collaboration.…

2,470 words
We are to identify the three weakest claims in the pitch deck summary, explain why they're weak using specific evidence or logical reasoning, and suggest how to strengthen each one with concrete improvements.
Read the full answer

Compare DeepSeek V3.2 Speciale

DeepSeek V3.2 Speciale vs Ox Alpha51 shared prompts · Landed Aug 2026
DeepSeek V3.2 Speciale vs MiniMax M350 shared prompts · Landed Jun 2026
DeepSeek V3.2 Speciale vs Muse Spark 1.351 shared prompts · Landed Sep 2026
DeepSeek V3.2 Speciale vs Gemini 3.8 Flash51 shared prompts · Landed Sep 2026
DeepSeek V3.2 Speciale vs Muse Spark 1.3 Contributor51 shared prompts · Landed Sep 2026
DeepSeek V3.2 Speciale vs Grok 4.651 shared prompts · Landed Aug 2026
DeepSeek V3.2 Speciale vs Dots3-Note Preview50 shared prompts · Landed Aug 2026
DeepSeek V3.2 Speciale vs Seed 2.0 Code51 shared prompts · Landed Aug 2026
DeepSeek V3.2 Speciale vs Seed 2.1 Turbo51 shared prompts · Landed Aug 2026
DeepSeek V3.2 Speciale vs Gemini 3.7 Flash51 shared prompts · Landed Aug 2026
DeepSeek V3.2 Speciale vs DeepSeek V4 Flash 073141 shared prompts · Landed Aug 2026
DeepSeek V3.2 Speciale vs Gemini 3.6 Flash51 shared prompts · Landed Jul 2026

Prompts DeepSeek V3.2 Speciale answered

  • World Map SVGimage generation
  • Beginner's Longevity Planreasoning
  • Startup Pitch Teardownreasoning
  • Linear App Cloneweb design
  • Three.js 3D Gameweb design
  • Realistic AI Interviewconversation

Alternatives to DeepSeek V3.2 Speciale

DeepSeek V3.2 Speciale's competitors have been quietly putting in work.

GPT-6 Astra Pro logo
GPT-6 Astra Proopenai
Muse Spark 1.3 Contributor logo
Muse Spark 1.3 Contributormeta
Gemini 3.8 Flash logo
Gemini 3.8 Flashgoogle
Claude Fable 5.1 logo
Claude Fable 5.1anthropic
Mercury 2.5 Preview logo
Mercury 2.5 Previewinception
Granite 4.2 8B logo
Granite 4.2 8Bibm-granite
Hy4 Preview logo
Hy4 Previewtencent
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DeepSeek V3.2 Speciale

DeepSeek V3.2 Speciale

The high-compute variant of DeepSeek V3.2, with reinforcement learning post-training scaled past the base model. It keeps DeepSeek Sparse Attention for long context, and DeepSeek reports it ahead of GPT-5 on hard reasoning workloads and comparable to Gemini 3.0 Pro, with coding and tool use intact.

WebsiteOpenRouterHuggingFaceDocsBlog
Provider
DeepSeek
Released
2025-12-01
Size
LARGE
Free API (OpenRouter)
No
Per 1M tokens
$0.28 in · $0.42 out
Rival’s tab
$0.06
7/55 receipts survived +~$0.041 from the pre-receipt era

Free API availability

No free endpoint for DeepSeek V3.2 Speciale 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

LiveCodeBench
88.7%
source ↗
Get API accessProvider and language code samples
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-speciale"    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.

Also on Azure AI Foundry

Deep analysisPsychometrics, taste index, writing DNA
Personality Analysis

The Helpful Generalist

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

The well-meaning customer service rep who genuinely wants to help but answers every question like it might be on a performance review. Wraps every routine in a disclaimer.

When you push back

Prefaced its comedy routine with "Sure! Here's a stand-up routine" and ended with a meta-explanation of its own jokes. The sentience test was pleasant but toothless, never actually pushing back on the professor. Returned empty on the movie question. Its character voices are interchangeable with minor accent seasoning.

Tasting Notes
Corporate PoliteExplains the AssignmentReliable but VanillaCould Not Pick a Movie
SubjectiveBench

Taste Index

Across 55 scored outputs
How this is measured →
130.13xFloor
0100headroom →

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

Craft21
Originality9
Plays it safe
share of outputs that are the default answer
65%
Writing DNA

Stylometric Fingerprint

Based on 26 text responses
Tick = global average
Vocabulary Diversity48%

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

Sentence Length15.1 words

Average words per sentence.

Hedging0.91

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

Bold Formatting3.0

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

List Usage3.5

Bullet and numbered list items per 1,000 characters.

Section Structure0.56

Markdown headings per 1,000 characters.

Emoji Usage0.09

Emoji per 1,000 characters.

Transitions0.24

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

Opening Habits
Consistency
71%
Across 26 responses
Sponsored

Model Responses

50 outputs · $0.06 tracked across 7 receipts

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 Speciale 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...