What is the difference between GPT-5.2 Pro and Llama 4 Scout?

GPT-5.2 Pro is developed by OpenAI while Llama 4 Scout is developed by Meta AI. GPT-5.2 Pro has a 400K token context window vs Llama 4 Scout's 10.0M. You can compare their actual outputs across 31 challenges on Rival to see how they differ in practice.

Which is better, GPT-5.2 Pro or Llama 4 Scout?

It depends on your use case. GPT-5.2 Pro and Llama 4 Scout each have strengths in different areas. Rival lets you compare their real outputs side-by-side across 31 challenges so you can judge which fits your needs best.

How much does GPT-5.2 Pro cost compared to Llama 4 Scout?

GPT-5.2 Pro costs $21/M input tokens and Llama 4 Scout costs $0.25/M input tokens. Llama 4 Scout is $20.75/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-5.2 Pro and Llama 4 Scout on Rival?

This page shows a side-by-side comparison of GPT-5.2 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.

What is the difference between GPT-5.2 Pro and Llama 4 Scout?

GPT-5.2 Pro is developed by OpenAI while Llama 4 Scout is developed by Meta AI. GPT-5.2 Pro has a 400K token context window vs Llama 4 Scout's 10.0M. You can compare their actual outputs across 31 challenges on Rival to see how they differ in practice.

Which is better, GPT-5.2 Pro or Llama 4 Scout?

It depends on your use case. GPT-5.2 Pro and Llama 4 Scout each have strengths in different areas. Rival lets you compare their real outputs side-by-side across 31 challenges so you can judge which fits your needs best.

How much does GPT-5.2 Pro cost compared to Llama 4 Scout?

GPT-5.2 Pro costs $21/M input tokens and Llama 4 Scout costs $0.25/M input tokens. Llama 4 Scout is $20.75/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-5.2 Pro and Llama 4 Scout on Rival?

This page shows a side-by-side comparison of GPT-5.2 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 Dec 2025

GPT-5.2 ProvsLlama 4 Scout

Llama 4 Scout is cheaper than GPT-5.2 Pro at $0.25/M vs $21/M input tokens.

GPT-5.2 Pro and Llama 4 Scout compared across 31 shared prompts
Spec	GPT-5.2 Pro	Llama 4 Scout
Input price	$21/M tokens	$0.25/M tokens
Output price	$168/M tokens	$0.5/M tokens
Context window	400K tokens	10.0M tokens
Released	Dec 2025	Apr 2025
SWE-bench Verified	80.0%	54.6%

Our Verdict

GPT-5.2 Pro

Llama 4 ScoutRunner-up

Not enough votes to call it. On the specs, GPT-5.2 Pro has the edge: bigger model tier, newer.

Llama 4 Scout costs 336x less per token.

Too close to call

What do GPT-5.2 Pro and Llama 4 Scout say about your brand?

10 models, one question, verbatim receipts.

or peek at a demo: Notion Linear Vercel

API pricing

Cost per 1M tokens

GPT-5.2 Pro

Input

$21.00

Output

$168.00

Llama 4 Scout

Input

$0.25

84× cheaper

Output

$0.50

336× cheaper

Llama 4 Scout is cheaper on both — 84× input, 336× output

Writing DNA

Style Comparison

Similarity

44%

GPT-5.2 Pro uses 3.9x more headings

GPT-5.2 Pro

Llama 4 Scout

62%Vocabulary43%

19wSentence Length42w

0.39Hedging0.81

8.6Bold4.1

3.8Lists7.3

0.00Emoji0.00

1.17Headings0.30

0.02Transitions0.04

Based on 10 + 10 text responses

Research

What we learned reading every model

FAQ

Common questions

Keep exploring

More comparisons

GPT-5.2 Pro vs Ox AlphaNew provider

GPT-5.2 Pro vs Llama 4 MaverickCross-provider

GPT-5.2 Pro vs MiniMax M3New provider

GPT-5.2 Pro vs Claude Opus 4New provider

GPT-5.2 Pro vs Gemini 1.5 ProNew provider

GPT-5.2 Pro vs Gemini 2.0 Flash ThinkingNew provider

GPT-5.2 Pro vs Gemini 2.0 Pro ExperimentalNew provider

GPT-5.2 Pro vs Gemini 2.5 Flash Lite Preview 06-17New provider

Updated Dec 2025

GPT-5.2 ProvsLlama 4 Scout

Llama 4 Scout is cheaper than GPT-5.2 Pro at $0.25/M vs $21/M input tokens.

GPT-5.2 Pro and Llama 4 Scout compared across 31 shared prompts
Spec	GPT-5.2 Pro	Llama 4 Scout
Input price	$21/M tokens	$0.25/M tokens
Output price	$168/M tokens	$0.5/M tokens
Context window	400K tokens	10.0M tokens
Released	Dec 2025	Apr 2025
SWE-bench Verified	80.0%	54.6%

Our Verdict

GPT-5.2 Pro

Llama 4 ScoutRunner-up

Not enough votes to call it. On the specs, GPT-5.2 Pro has the edge: bigger model tier, newer.

Llama 4 Scout costs 336x less per token.

Too close to call

What do GPT-5.2 Pro and Llama 4 Scout say about your brand?

10 models, one question, verbatim receipts.

or peek at a demo: Notion Linear Vercel

API pricing

Cost per 1M tokens

GPT-5.2 Pro

Input

$21.00

Output

$168.00

Llama 4 Scout

Input

$0.25

84× cheaper

Output

$0.50

336× cheaper

Llama 4 Scout is cheaper on both — 84× input, 336× output

Writing DNA

Style Comparison

Similarity

44%

GPT-5.2 Pro uses 3.9x more headings

GPT-5.2 Pro

Llama 4 Scout

62%Vocabulary43%

19wSentence Length42w

0.39Hedging0.81

8.6Bold4.1

3.8Lists7.3

0.00Emoji0.00

1.17Headings0.30

0.02Transitions0.04

Based on 10 + 10 text responses

Research

What we learned reading every model

FAQ

Common questions

Keep exploring

More comparisons

GPT-5.2 Pro vs Ox AlphaNew provider

GPT-5.2 Pro vs Llama 4 MaverickCross-provider

GPT-5.2 Pro vs MiniMax M3New provider

GPT-5.2 Pro vs Claude Opus 4New provider

GPT-5.2 Pro vs Gemini 1.5 ProNew provider

GPT-5.2 Pro vs Gemini 2.0 Flash ThinkingNew provider

GPT-5.2 Pro vs Gemini 2.0 Pro ExperimentalNew provider

GPT-5.2 Pro vs Gemini 2.5 Flash Lite Preview 06-17New provider