Migration assistant

Replacing Llama 4 Scout?

Ranked replacement candidates, each shown with exactly what changes if you switch. Same-provider matches surface first because switching cost is lower; capability regressions are flagged in red.

ME
Migrating from

Llama 4 Scout

Meta · Llama 4 · Active
Input: $0.08/M Output: $0.3/M Context: 10M
View detail →
#1 RECOMMENDED

Llama 4 Behemoth

Meta · Llama 4
same provider; same family
View full detail →
What changes if you switch
Field Llama 4 Scout Llama 4 Behemoth Impact
Input price $0.08/M Candidate price not verified
Output price $0.3/M Candidate price not verified
Context window 10M tokens One value not verified
Vision input ✓ supported ✓ supported Preserved
Lifecycle Active Preview Preview / limited access
Other candidates
#2

Llama 3 8B Instruct

Meta
same provider; 50% cheaper input; loses 1 capability
Details →
Input price: Save 50%Output price: Save 87%Vision input: LOST — re-evaluate before switching
#3

Llama 3.1 8B Instruct

Meta
same provider; 75% cheaper input; loses 1 capability
Details →
Input price: Save 75%Output price: Save 83%Vision input: LOST — re-evaluate before switching
#4

Llama 3.2 1B Instruct

Meta
same provider; 66% cheaper input; loses 1 capability
Details →
Input price: Save 66%Output price: Save 33%Vision input: LOST — re-evaluate before switching
#5

Llama 4 Maverick

Meta
same provider; same family; 88% more expensive input; smaller context (1M)
Details →
Input price: +88% more expensiveOutput price: +100% more expensiveContext window: 90% smaller
Methodology

How candidates are ranked

Candidates are ranked by how much of the source model's profile each one preserves — weighing switching cost (same provider or model family surface first), capability parity (what you keep versus what you'd lose), context window, and pricing direction. A candidate that is itself deprecated is pushed down the list; one that's already retired is never recommended.

Ranking is purely algorithmic — no editorial weighting, no paid placement. Every value is pulled from each provider's own documentation; click any model name to see the source-linked detail.