← Batch embeddings
Voyage AI vs Jina AI for Batch embeddings (Oct 2026)
Depot Pick for this job: Voyage AI. Jina AI is a ranked runner-up. Both have a sourced price in usd_per_million_tokens, so this comparison is like for like on price. Prices are each provider's lowest sourced SKU in that unit only (no blending across units, input/output or context tiers), not quality-adjusted.
| Voyage AI (Depot Pick) | Jina AI | |
|---|---|---|
| Job-weighted overall | 8.39 | 8.16 |
| Capability fit | 9.2 | 8.2 |
| Price / performance | 8.8 | 8.6 |
| Latency / reliability | 8.4 | 7.8 |
| Developer & agent DX | 8.6 | 8.8 |
| Privacy / data retention | 7.8 | 8.2 |
| Lock-in risk (higher = worse) | 4.2 | 3.5 |
| Maturity / track record | 7.8 | 7.6 |
| Lowest sourced SKU (usd_per_million_tokens) | $0.02 (voyage-4-lite · usd_per_million_tokens) source · as of 2026-10-28 · re-checked 2026-10-28 | $0.05 (jina-ai/jina-embeddings-v4 ($0.05 / 1M tokens) · usd_per_million_tokens) source · as of 2026-10-28 |
| Free option for this job | none listed | none listed |
| Score kind / confidence | curated_estimate / high | curated_estimate / high |
When not to use Voyage AI
Need multilingual/EU-hosted embedders first (Jina), Cohere embed+rerank bundle, or Gemini/OpenAI already in the same bill.
Lock-in
Stored lock-in risk (0–10, higher = more lock-in): Voyage AI 4.2, Jina AI 3.5. Self-host fallback for this job: BGE-M3, Qwen3-Embedding-0.6B.
Agents: GET /api/compare?providers=voyage,jina&jtbd=batch-cheap-embeddings · full job page · methodology