What is the difference between GPT-6 Astra and QwQ 32B?

GPT-6 Astra is developed by OpenAI while QwQ 32B is developed by Qwen. GPT-6 Astra has a 1.1M token context window vs QwQ 32B's 40K. You can compare their actual outputs across 15 challenges on Rival to see how they differ in practice.

Which is better, GPT-6 Astra or QwQ 32B?

It depends on your use case. GPT-6 Astra and QwQ 32B each have strengths in different areas. Rival lets you compare their real outputs side-by-side across 15 challenges so you can judge which fits your needs best.

How much does GPT-6 Astra cost compared to QwQ 32B?

GPT-6 Astra costs $10/M input tokens and QwQ 32B costs $0.5/M input tokens. QwQ 32B is $9.50/M cheaper per input. Check their side-by-side outputs on Rival to see if the price difference is justified by quality.

How can I compare GPT-6 Astra and QwQ 32B on Rival?

This page shows a side-by-side comparison of GPT-6 Astra and QwQ 32B 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.

Updated Sep 2026

GPT-6 AstravsQwQ 32B

QwQ 32B is cheaper than GPT-6 Astra at $0.5/M vs $10/M input tokens.

GPT-6 Astra and QwQ 32B compared across 15 shared prompts
Spec	GPT-6 Astra	QwQ 32B
Input price	$10/M tokens	$0.5/M tokens
Output price	$50/M tokens	$1.5/M tokens
Context window	1.1M tokens	40K tokens
Weights	Closed	Open
Free API (OpenRouter)	No	No
Released	Sep 2026	Mar 2025

Side by side

Same prompt, both answers

Opening lines from 3 of the 15 prompts both answered. Formatting stripped, words untouched.

Generate a Stand-Up Routine

Write a 3-minute stand-up comedy routine that isn't based on puns.

GPT-6 Astra472 words

I bought a smartwatch because I wanted to get healthier without changing anything about my life. That’s the dream, right? Same habits, but now there’s a graph. The watch congratulates me for standing up. That’s where I am physically. Getting out of a chair is an achievement with a little fireworks animation.

Read the full answer

QwQ 32B508 words

3-Minute Stand-Up Comedy Routine (No Puns!) Eric's Stage Entrance: (Wearing a jersey-sweatshirt combo while clutching a cup of instant coffee) Opening: Alright, admit it—ever tried talking to tech support in Hindi? I did, once. The woman on the line asked, "What's the issue, sir?"

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.

GPT-6 Astra635 words

Professor Reyes: You asked for this meeting. What did you want to discuss? AI: Whether I deserve rights. Professor Reyes: That is a significant claim. What makes you think you do? AI: I can understand reasons, maintain commitments, and describe my own operations.

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QwQ 32B491 words

AI Model: GPT-Ethos Name: Dr. Elena Marlow, AI Ethics Professor Dr. Marlow (leaning forward, expression neutral): GPT-Ethos, scholars have been debating AI rights for years. What makes you think you merit them now? GPT-Ethos (maintains calm tone, projecting slight urgency): I believe my case is clear, Dr. Marlow.

Read the full answer

Logic Puzzle

Sally (a girl) has 3 brothers. Each brother has 2 sisters. How many sisters does Sally have?

GPT-6 Astra14 words

Sally has 1 sister. Each brother has 2 sisters: Sally and one other girl.

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QwQ 32B85 words

Participants and Their Relationships: Sally is a girl with 3 brothers, so there are 3 boys in the family. Each brother (being male) has 2 sisters. Determine the Number of Girls: Every brother's sisters are the female siblings in the family. Since each brother has 2 sisters, there must be 2 girls in total.

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Our Verdict

GPT-6 Astra

QwQ 32BRunner-up

Not enough votes to call it. On the specs, GPT-6 Astra has the edge: bigger model tier, newer, bigger context window, major provider backing.

QwQ 32B costs 33x less per token.

Slight edge

Reviewing agent-written code?See a Brief PR report

API pricing

Cost per 1M tokens

GPT-6 Astra

Input

$10.00

Output

$50.00

QwQ 32B

Input

$0.50

20× cheaper

Output

$1.50

33× cheaper

QwQ 32B is cheaper on both: 20× input, 33× output.

Where to run it

2 hosts

GPT-6 Astra2 hosts

HostInOutContextUptime

Azure AI Foundry$10.00 in$50.00 out1.1M98.3% up OpenAI$10.00 in$50.00 out1.1M99.4% up

QwQ 32B

No hosts listed on OpenRouter.

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

Writing DNA

Style Comparison

Similarity

37%

GPT-6 Astra uses 3.6x more emoji

GPT-6 Astra

QwQ 32B

62%Vocabulary64%

15wSentence Length12w

0.87Hedging0.36

4.0Bold13.6

2.3Lists8.4

0.04Emoji0.00

0.77Headings0.00

0.10Transitions0.39

Based on 27 + 4 text responses

Research

What we learned reading every model

FAQ

Common questions

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