Migration assistant

Replacing Mistral Embed?

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.

MA
Migrating from

Mistral Embed

Mistral AI · Embedding · Active
Input: —/M Output: —/M Context: 8K
View detail →
#1 RECOMMENDED

Codestral Embed

Mistral AI · Embedding
same provider; same family; same context window
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What changes if you switch
Field Mistral Embed Codestral Embed Impact
Input price $0.15/M Source price not verified
Output price Not verified for either model
Context window 8K tokens 8K tokens Same capacity
Lifecycle Active Active Same status
Other candidates
#2

Text Embedding 3 Large

OpenAI
same family; same context window
Details →
#3

Text Embedding 3 Small

OpenAI
same family; same context window
Details →
#4

Codestral

Mistral AI
same provider
Details →
#5

codestral-2508

Mistral AI
same provider
Details →
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.