Migration assistant

Replacing Llama 4 Behemoth?

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 Behemoth

Meta · Llama 4 · Preview
Input: —/M Output: —/M Context:
View detail →
#1 RECOMMENDED

Llama 4 Maverick

Meta · Llama 4
same provider; same family
View full detail →
What changes if you switch
Field Llama 4 Behemoth Llama 4 Maverick Impact
Input price $0.15/M Source price not verified
Output price $0.6/M Source price not verified
Context window 1M tokens One value not verified
Vision input ✓ supported ✓ supported Preserved
Lifecycle Preview Active Generally available
Other candidates
#2

Llama 4 Scout

Meta
same provider; same family
Details →
Lifecycle: Generally available
#3

Llama 3 70B Instruct

Meta
same provider; loses 1 capability
Details →
Vision input: LOST — re-evaluate before switchingLifecycle: Generally available
#4

Llama 3 8B Instruct

Meta
same provider; loses 1 capability
Details →
Vision input: LOST — re-evaluate before switchingLifecycle: Generally available
#5

Llama 3.1 70B Instruct

Meta
same provider; loses 1 capability
Details →
Vision input: LOST — re-evaluate before switchingLifecycle: Generally available
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.