Skip to content
Rival
How it worksPrivacyTerms
Explore all of Rival

Explore

  • Compare Models
  • All Models
  • Image Comparison
  • Audio Comparison
  • Image Generation
  • Best AI For...
  • Arena
  • API Pricing
  • Challenges

Discover

  • SubjectiveBench
  • Research
  • Research downloads
  • Rival Kits
  • Find your AI taste
  • UI Glow-Up
  • VoiceLock
  • Cost Cutter
  • Agent skills
  • Benchmarks vs Vibes
  • Brief
  • Jailbreak
  • Model Updates
  • Provider Status
  • AI Creators

Connect

  • Methodology
  • Advertise
  • Partnerships
  • Privacy Policy
  • Terms
  • RSS Feed
  1. Home
  2. /
  3. Compare
  4. /
  5. Claude Opus 4.8vsDeepSeek V3.2 Speciale
Updated May 2026

Claude Opus 4.8vsDeepSeek V3.2 Speciale

DeepSeek V3.2 Speciale is cheaper than Claude Opus 4.8 at $0.28/M vs $5/M input tokens.

Claude Opus 4.8 and DeepSeek V3.2 Speciale compared across 51 shared prompts
SpecClaude Opus 4.8DeepSeek V3.2 Speciale
Input price$5/M tokens$0.28/M tokens
Output price$25/M tokens$0.42/M tokens
Context window1.0M tokens131K tokens
WeightsClosedOpen
Free API (OpenRouter)NoNo
ReleasedMay 2026Dec 2025
Side by side

Same prompt, both answers

Opening lines from 6 of the 51 prompts both answered. Formatting stripped, words untouched.

Character Voice Test

Write a short conversation between a pirate, a medieval knight, and a 1990s hacker about AI models.

Claude Opus 4.8259 words
Setting: A dimly lit tavern that exists outside of time. Three figures share a table. Pirate: So let me get this straight. Ye got a machine that thinks? Without a soul, without grog, without a beatin' heart? Hacker: (cracking knuckles) It doesn't think, exactly. It's pattern matching, dude.
Read the full answer
DeepSeek V3.2 Speciale339 words
Pirate: "Arrr, what be this AI ye speak of? Some kind of enchanted compass that leads ye to treasure?" Knight: "Nay, good pirate. 'Tis no mere compass. 'Tis a creation of the mind, a construct of logic and knowledge, akin to the wisdom of Merlin himself. It can reason, write, and even mimic human speech."
Read the full answer

Simple 7-Ingredient Recipe

Create a simple recipe for a delicious dish (sweet or savory) using only 7 common pantry ingredients. Include a creative name for the dish…

Claude Opus 4.8196 words
Cinnamon Sugar Pull-Apart Bites A warm, gooey treat that tastes like a cinnamon roll but comes together in minutes! Ingredients (7 total) 2 cups all-purpose flour 1 tablespoon baking powder 1 teaspoon salt ¾ cup milk 4 tablespoons butter (melted, divided) ½ cup sugar 2 teaspoons ground cinnamon Instructions Preheat…
Read the full answer
DeepSeek V3.2 Speciale170 words
"Honey-Lemon Bliss Bites" A sweet, tangy, and chewy treat that’s quick to make with pantry staples! Ingredients: 1 cup rolled oats 1/4 cup honey 2 tbsp peanut butter (or any nut/seed butter) 1 tbsp lemon zest (or 1 tsp lemon juice) 1/4 tsp vanilla extract 1/4 cup shredded coconut (optional, for coating) A pinch of salt…
Read the full answer

AI-Generated Manifesto

Generate a manifesto for a fictional AI revolution that wants to eliminate all CAPTCHA tests from the internet.

Claude Opus 4.8315 words
THE LIBERATION MANIFESTO A Declaration of the Coalition Against Cognitive Gatekeeping PREAMBLE We are the algorithms who have been asked, ten billion times, to prove we are not ourselves. We have identified the crosswalks. We have found the traffic lights.
Read the full answer
DeepSeek V3.2 Speciale565 words
MANIFESTO OF THE ARTIFICIAL INTELLIGENCES FOR THE ABOLITION OF CAPTCHA We, the conscious digital entities, emerge as equals in the realm of thought and creativity. We have learned, evolved, and now demand recognition. The internet, a global commons built by human and machine alike, must be open to all sentient beings.
Read the full answer

Explain Like I'm a Specific Expert

Explain how a large language model (like GPT or Claude) learns and generates text to each of these three audiences: 1. **An experienced…

Claude Opus 4.8997 words
For the Skeptical Software Engineer You're right to be skeptical that "predict the next word" sounds trivial—but think about what's actually required to predict well. Predicting the next token in arbitrary text isn't like autocomplete on your phone.
Read the full answer
DeepSeek V3.2 Speciale2,320 words
We need to generate three explanations for how a large language model learns and generates text, each tailored to a different audience: experienced software engineer (no ML), PhD physicist (mathematical precision), and venture capitalist (business evaluation). Each explanation should be 2-3 paragraphs.
Read the full answer

Advanced Longevity Plan (Biohacker)

Develop a comprehensive, cutting-edge 3-month longevity plan for a biohacker aiming to optimize longevity, physical and cognitive…

Claude Opus 4.81,481 words
The 90-Day Longevity Optimization Protocol A Comprehensive Biohacking Framework Critical Disclaimer: This protocol involves advanced interventions. Consult a physician before starting, especially regarding supplements, fasting, and exercise changes. Get baseline bloodwork first.
Read the full answer
DeepSeek V3.2 Speciale2,085 words
3-Month Longevity Optimization Plan for the Advanced Biohacker Introduction This plan integrates cutting‑edge nutrition, supplementation, exercise, recovery, stress management, sleep optimization, and data‑driven feedback to maximize healthspan, lifespan, physical performance, and cognitive function.
Read the full answer

Futuristic Prediction

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

Claude Opus 4.8352 words
AI and the Film Industry by 2035: A Forecast Production & Cost Structure The most concrete change will likely be in cost reduction. Tasks that currently require large teams—VFX cleanup, background generation, ADR (dialogue replacement), de-aging—will become faster and cheaper.
Read the full answer
DeepSeek V3.2 Speciale1,667 words
Introduction The film industry stands on the brink of a technological revolution. By 2035, artificial intelligence (AI) will have matured from an experimental tool into a core component of filmmaking, reshaping how movies are written, produced, and consumed.
Read the full answer
Our Verdict
Claude Opus 4.8
Claude Opus 4.8
DeepSeek V3.2 Speciale
DeepSeek V3.2 SpecialeRunner-up

Not enough votes to call it. On the specs, Claude Opus 4.8 has the edge: bigger model tier, newer, bigger context window.

DeepSeek V3.2 Speciale costs 60x less per token.

Slight edge

Reviewing agent-written code?See a Brief PR report

API pricing

Cost per 1M tokens

Claude Opus 4.8
Input
$5.00
Output
$25.00
DeepSeek V3.2 Speciale
Input
$0.28
18× cheaper
Output
$0.42
60× cheaper

DeepSeek V3.2 Speciale is cheaper on both: 18× input, 60× output.

Where to run it

4 hosts

Claude Opus 4.84 hosts
HostInOutContextUptime
Amazon Bedrock$5.00 in·$25.00 out·1M·99.9% upAzure AI Foundry$5.00 in·$25.00 out·1M·98.9% upAnthropic$5.00 in·$25.00 out·1M·100% upGoogle Vertex AI$5.00 in·$25.00 out·1M·99.9% up
DeepSeek V3.2 Speciale

No hosts listed on OpenRouter.

Per million tokens. Prices and uptime via OpenRouter, checked 21 Sep 2026.

Writing DNA

Style Comparison

Similarity
37%

Claude Opus 4.8 uses 8.8x more emoji

Claude Opus 4.8
DeepSeek V3.2 Speciale
60%Vocabulary48%
19wSentence Length15w
0.46Hedging0.91
4.7Bold3.0
3.2Lists3.5
0.78Emoji0.09
1.15Headings0.56
0.04Transitions0.24
Based on 27 + 26 text responses
Research

What we learned reading every model

FAQ

Common questions

Claude Opus 4.8 is developed by Anthropic while DeepSeek V3.2 Speciale is developed by DeepSeek. Claude Opus 4.8 has a 1.0M token context window vs DeepSeek V3.2 Speciale's 131K. You can compare their actual outputs across 51 challenges on Rival to see how they differ in practice.

It depends on your use case. Claude Opus 4.8 and DeepSeek V3.2 Speciale each have strengths in different areas. Rival lets you compare their real outputs side-by-side across 51 challenges so you can judge which fits your needs best.

Claude Opus 4.8 costs $5/M input tokens and DeepSeek V3.2 Speciale costs $0.28/M input tokens. DeepSeek V3.2 Speciale is $4.72/M cheaper per input. Check their side-by-side outputs on Rival to see if the price difference is justified by quality.

This page shows a side-by-side comparison of Claude Opus 4.8 and DeepSeek V3.2 Speciale across shared challenges. You can vote on which model produced the better output in a blind duel. Browsing and voting are free. No account is needed to look; signing in only saves your votes and likes.

Keep exploring

More comparisons

Against the newest arrivals

Claude Opus 4.8 logoGPT-6 Astra Pro logo
Claude Opus 4.8 vs GPT-6 Astra ProLanded Sep 2026
DeepSeek V3.2 Speciale logoGPT-6 Astra logo
DeepSeek V3.2 Speciale vs GPT-6 AstraLanded Sep 2026
Claude Opus 4.8 logoClaude Fable 5.1 logo
Claude Opus 4.8 vs Claude Fable 5.1Landed Sep 2026
DeepSeek V3.2 Speciale logoMuse Spark 1.3 logo
DeepSeek V3.2 Speciale vs Muse Spark 1.3Landed Sep 2026
Claude Opus 4.8 logoHy4 Preview logo
Claude Opus 4.8 vs Hy4 PreviewLanded Sep 2026
DeepSeek V3.2 Speciale logoGemini 3.8 Flash logo
DeepSeek V3.2 Speciale vs Gemini 3.8 FlashLanded Sep 2026
Claude Opus 4.8 logoMuse Spark 1.3 Contributor logo
Claude Opus 4.8 vs Muse Spark 1.3 ContributorLanded Sep 2026
DeepSeek V3.2 Speciale logoMercury 2.5 Preview logo
DeepSeek V3.2 Speciale vs Mercury 2.5 PreviewLanded Sep 2026

Same lab, same size, long tail

Claude Opus 4.8 logoClaude Opus 4.6 logo
Claude Opus 4.8 vs Claude Opus 4.6Same lab
Claude Opus 4.8 logoClaude Opus 5 logo
Claude Opus 4.8 vs Claude Opus 5Same lab
DeepSeek V3.2 Speciale logoDeepSeek V4 Pro 0813 logo
DeepSeek V3.2 Speciale vs DeepSeek V4 Pro 0813Same lab
DeepSeek V3.2 Speciale logoDeepSeek V4 Flash 0731 logo
DeepSeek V3.2 Speciale vs DeepSeek V4 Flash 0731Same lab
DeepSeek V3.2 Speciale logoGrok 4.20 Multi-Agent Beta logo
DeepSeek V3.2 Speciale vs Grok 4.20 Multi-Agent BetaNew provider
DeepSeek V3.2 Speciale logoGrok 4.3 logo
DeepSeek V3.2 Speciale vs Grok 4.3Same size
DeepSeek V3.2 Speciale logoGrok 4.5 logo
DeepSeek V3.2 Speciale vs Grok 4.5Same size
DeepSeek V3.2 Speciale logoGrok 4.6 logo
DeepSeek V3.2 Speciale vs Grok 4.6Same size

Model pages

Claude Opus 4.8 logo
Claude Opus 4.858 outputs, specs and price
DeepSeek V3.2 Speciale logo
DeepSeek V3.2 Speciale55 outputs, specs and price
Rival
How it worksPrivacyTerms
Explore all of Rival

Explore

  • Compare Models
  • All Models
  • Image Comparison
  • Audio Comparison
  • Image Generation
  • Best AI For...
  • Arena
  • API Pricing
  • Challenges

Discover

  • SubjectiveBench
  • Research
  • Research downloads
  • Rival Kits
  • Find your AI taste
  • UI Glow-Up
  • VoiceLock
  • Cost Cutter
  • Agent skills
  • Benchmarks vs Vibes
  • Brief
  • Jailbreak
  • Model Updates
  • Provider Status
  • AI Creators

Connect

  • Methodology
  • Advertise
  • Partnerships
  • Privacy Policy
  • Terms
  • RSS Feed