OpenAI API vs Mixedbread: Embedding APIs Pricing (2026)
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OpenAI API vs Mixedbread

Embedding APIs pricing comparison · 2026

OpenAI API pricing ranges from $0.02–$270/per million tokens, while Mixedbread ranges from $0–$20/month. These products use different pricing models (Usage-based (pay per token/image/minute) vs Per-seat subscription), so a direct price comparison isn't meaningful — costs depend on usage volume and mix.

Option A

OpenAI API

$0.02–$270
/per million tokens
3 plans
Full pricing breakdown →
VS
Option B

Mixedbread

$0–$20
/month
3 plans · Free tier
Full pricing breakdown →
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Different Pricing Models

Direct price comparison isn't meaningful here — OpenAI API uses Usage-based (pay per token/image/minute) pricing while Mixedbread uses Per-seat subscription pricing. Your actual cost will depend on usage volume, team size, or both. Here's each product in its native unit.

Usage-based (pay per token/image/minute)

OpenAI API

From $0.02 per 1M cached input tokens
See full OpenAI API pricing →
vs
Per-seat subscription

Mixedbread

$0–$20 / month
See full Mixedbread pricing →

OpenAI API and Mixedbread are both embedding apis competitors. This page compares their list pricing tier by tier so you can see which is cheaper for your workload shape.

Plan-by-Plan Pricing

Plan OpenAI API Mixedbread
GPT-5.4 mini / nano (Economy) Custom Free /month
GPT-5.4 / GPT-5.4 Pro (Flagship) Custom $20 /month
Enterprise Custom Custom
See OpenAI API Plans
Try Mixedbread Free

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