Embeddings Pricing Calculator (15+ models)
Estimate initial index-build cost + monthly query cost for 15+ embedding models (OpenAI / Voyage / Cohere / Gemini / Mistral / Together). Compare dimensions, max tokens, MRL support.
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⚠ Pricing as of 2026-04. Verify on official pages: OpenAI · Voyage · Cohere · Google
📚 Index build (one-time)
🔍 Query (monthly)
📊 Quick stats
Index input
0 tokens
Monthly query input
0 tokens
| Model | Dim | Max tok | $/MT | Index cost | Monthly query | Total (month 1) | MRL |
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※ Pricing as of 2026-04. MRL = Matryoshka Representation Learning (truncate dimensions post-hoc).
❓ FAQ
Index = one-time?
Yes, only at initial build. Adding new docs incurs incremental cost
Choosing dimensions?
512-1536 typical. MRL models truncate post-training (e.g., 3072 → 512 retains most quality)
OSS embeddings?
BGE / E5 / Nomic etc. are free (self-host). Add CPU/GPU + vector DB cost. Table covers API only
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