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  5. GPT-6 Astra ProvsGPT-6 Sol
Updated Sep 2026

GPT-6 Astra ProvsGPT-6 Sol

GPT-6 Sol is cheaper than GPT-6 Astra Pro at $2/M vs $10/M input tokens.

GPT-6 Astra Pro and GPT-6 Sol compared across 2 shared prompts
SpecGPT-6 Astra ProGPT-6 Sol
Input price$10/M tokens$2/M tokens
Output price$50/M tokens$10/M tokens
Context window1.1M tokens1.1M tokens
WeightsClosedClosed
Free API (OpenRouter)NoNo
ReleasedSep 2026Sep 2026
Our Verdict
GPT-6 Astra Pro
GPT-6 Astra Pro
GPT-6 Sol
GPT-6 SolRunner-up

Not enough votes to call it. On the specs, GPT-6 Astra Pro has the edge: bigger model tier.

GPT-6 Sol costs 5.0x less per token.

Too close to call

Reviewing agent-written code?See a Brief PR report

API pricing

Cost per 1M tokens

GPT-6 Astra Pro
Input
$10.00
Output
$50.00
GPT-6 Sol
Input
$2.00
5.0× cheaper
Output
$10.00
5.0× cheaper

GPT-6 Sol is cheaper on both: 5.0× input, 5.0× output.

Where to run it

5 hosts, cheapest first

GPT-6 Astra Pro2 hosts
HostInOutContextUptime
Azure AI Foundry$10.00 in·$50.00 out·1.1M·100% upOpenAI$10.00 in·$50.00 out·1.1M·99.4% up
GPT-6 Sol3 hosts
HostInOutContextUptime
Azure AI Foundry$2.00 in·$10.00 out·1.1M·96.6% upOpenAI$2.00 in·$10.00 out·1.1M·100% upAmazon Bedrock$2.20 in·$11.00 out·1.1M·99.9% up

Per million tokens. Prices and uptime via OpenRouter, checked 25 Sep 2026.

Research

What we learned reading every model

FAQ

Common questions

Both are developed by OpenAI but target different use cases. GPT-6 Astra Pro has a 1.1M token context window vs GPT-6 Sol's 1.1M. You can compare their actual outputs across 2 challenges on Rival to see how they differ in practice.

It depends on your use case. GPT-6 Astra Pro and GPT-6 Sol each have strengths in different areas. Rival lets you compare their real outputs side-by-side across 2 challenges so you can judge which fits your needs best.

GPT-6 Astra Pro costs $10/M input tokens and GPT-6 Sol costs $2/M input tokens. GPT-6 Sol is $8.00/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 GPT-6 Astra Pro and GPT-6 Sol 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.

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Model pages

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