What is the difference between GPT-6 Astra Pro and Llama 4 Scout?

GPT-6 Astra Pro is developed by OpenAI while Llama 4 Scout is developed by Meta AI. GPT-6 Astra Pro has a 1.1M token context window vs Llama 4 Scout's 10.0M. You can compare their actual outputs across 6 challenges on Rival to see how they differ in practice.

Which is better, GPT-6 Astra Pro or Llama 4 Scout?

It depends on your use case. GPT-6 Astra Pro and Llama 4 Scout each have strengths in different areas. Rival lets you compare their real outputs side-by-side across 6 challenges so you can judge which fits your needs best.

How much does GPT-6 Astra Pro cost compared to Llama 4 Scout?

GPT-6 Astra Pro costs $10/M input tokens and Llama 4 Scout costs $0.25/M input tokens. Llama 4 Scout is $9.75/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 Pro and Llama 4 Scout on Rival?

This page shows a side-by-side comparison of GPT-6 Astra Pro and Llama 4 Scout 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 Astra ProvsLlama 4 Scout

Llama 4 Scout is cheaper than GPT-6 Astra Pro at $0.25/M vs $10/M input tokens.

GPT-6 Astra Pro and Llama 4 Scout compared across 6 shared prompts
Spec	GPT-6 Astra Pro	Llama 4 Scout
Input price	$10/M tokens	$0.25/M tokens
Output price	$50/M tokens	$0.5/M tokens
Context window	1.1M tokens	10.0M tokens
Weights	Closed	Open
Free API (OpenRouter)	No	No
Released	Sep 2026	Apr 2025

Our Verdict

GPT-6 Astra Pro

Llama 4 ScoutRunner-up

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

Llama 4 Scout costs 100x 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

Llama 4 Scout

Input

$0.25

40× cheaper

Output

$0.50

100× cheaper

Llama 4 Scout is cheaper on both: 40× input, 100× output.

Where to run it

5 hosts, cheapest first

GPT-6 Astra Pro2 hosts

HostInOutContextUptime

Azure AI Foundry$10.00 in$50.00 out1.1M98.9% up OpenAI$10.00 in$50.00 out1.1M99.6% up

Llama 4 Scout3 hosts

HostInOutContextUptime

DeepInfrafp8$0.10 in$0.30 out328k99.9% up Novitabf16$0.18 in$0.59 out131k99.8% up Google Vertex AI$0.25 in$0.70 out1.3M—

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

Research

What we learned reading every model

FAQ

Common questions

Keep exploring

More comparisons

Cost per 1M tokens

5 hosts, cheapest first

What we learned reading every model

Common questions

What is the difference between GPT-6 Astra Pro and Llama 4 Scout?

Which is better, GPT-6 Astra Pro or Llama 4 Scout?

How much does GPT-6 Astra Pro cost compared to Llama 4 Scout?

How can I compare GPT-6 Astra Pro and Llama 4 Scout on Rival?

More comparisons

Against the newest arrivals

Same lab, same size, long tail

Model pages

Cost per 1M tokens

5 hosts, cheapest first

What we learned reading every model

Common questions

What is the difference between GPT-6 Astra Pro and Llama 4 Scout?

Which is better, GPT-6 Astra Pro or Llama 4 Scout?

How much does GPT-6 Astra Pro cost compared to Llama 4 Scout?

How can I compare GPT-6 Astra Pro and Llama 4 Scout on Rival?

More comparisons

Against the newest arrivals

Same lab, same size, long tail

Model pages