Voyage AI

Depot pick for RAG rerank. Keep Cohere as general embeddings default (enterprise + multilingual maturity)…

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Depot pick for RAG rerank. Keep Cohere as general embeddings default (enterprise + multilingual maturity); switch to Voyage when retrieval nDCG dominates and you want the cheap lite SKU + rerank-3 in one vendor. Strengths: Retrieval-quality leader on many 2026 embed/rerank benches; Generous 200M free tokens + cheap lite SKUs; First-class rerank-3 alongside embeddings.

Overall

8.4

curated_estimate

confidence: high · as of 2026-09-14

Capability fit

9.2

Price / performance

8.8

Latency / reliability

8.4

Developer & agent DX

8.6

Privacy / data retention

7.8

Lock-in risk (higher = worse)

4.2

Maturity / track record

7.8

Lock-in risk: higher = more lock-in (worse). Overall already inverts this dimension.

Sources: Voyage AI pricing: https://docs.voyageai.com/docs/pricing · Voyage AI: https://www.voyageai.com

Strengths

· Retrieval-quality leader on many 2026 embed/rerank benches
· Generous 200M free tokens + cheap lite SKUs
· First-class rerank-3 alongside embeddings

Weaknesses

· Narrower ecosystem than OpenAI/Cohere embeddings
· MongoDB packaging can confuse procurement
· Fine-tuned dedicated instances are sales-led

Pricing notes

As of 2026-09-14 (docs.voyageai.com/docs/pricing): voyage-4-lite $0.02/1M, voyage-4 $0.06, voyage-4-large / voyage-context-4 / voyage-code-4 $0.12 (200M free tokens on those families). rerank-3 $0.05/1M and rerank-3-lite $0.02/1M (200M free). Batch API 33% off, 12h window; Files storage $0.05/GB-mo. MongoDB-owned; also sold via Atlas automated embedding.

Regions: global, usLast reviewed: 2026-09-14Status: active

Sourced pricing

Contract status ambiguous · multiple_sourced_token_skus. Single normalized $/1M: null. Machine list: /api/pricing?provider=voyage

voyage-4-large · usd_per_million_tokens · $0.12 · sourced_token_price
voyage-4 · usd_per_million_tokens · $0.06 · sourced_token_price
voyage-4-lite · usd_per_million_tokens · $0.02 · sourced_token_price
voyage-context-4 · usd_per_million_tokens · $0.12 · sourced_token_price
voyage-code-4 · usd_per_million_tokens · $0.12 · sourced_token_price
rerank-3 · usd_per_million_tokens · $0.05 · sourced_token_price
rerank-3-lite · usd_per_million_tokens · $0.02 · sourced_token_price

Community signals

Insight claims only — never mutate official scores. Outside reports: 0; seed examples: 0.

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