Embedding API Pricing Benchmarks 2026: Median Pricing Across 4 Products
Quick Answer

Embedding APIs charge per 1M input tokens. Models range from 50x cheaper than flagship OpenAI to parity. Across 4 tracked products, the median price range is $0.02 (entry) to $15.0 (top tier). Cheapest: Voyage AI at $0.02. Most premium: OpenAI API at $270.0.

Last updated: April 24, 2026

Market Median (4 products)

Entry-tier median is $0.02, top-tier median $15.0. This reflects published list pricing -- negotiated enterprise deals land 15-40% below list, based on Vendr deal-flow data for comparable categories.

Per-Product Pricing

Product Entry Median Top Unit
Voyage AI $0.02 $0.06 $0.18 per million tokens
Cohere API $0.037 $0.6 $10.0 per million tokens
Mixedbread $0 $20 $20 month
OpenAI API $0.02 $135.01 $270.0 per million tokens

Frequently Asked Questions

01 Which embedding apis is cheapest?

Voyage AI has the lowest entry price at $0.02. Free tiers may exist -- check the product page for limits.

02 Median embedding apis price in 2026?

Across 4 tracked products, the median low-tier price is $0.02 and median high-tier is $15.0.