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AI Infrastructure & MLOps Freemium

Mixedbread

Multimodal search API for documents, media, code, and AI systems

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PricingFreemium
Starting price$20/mo + usage
Free planYes
Free trialYes
APIYes
Open sourceNo
DeploymentCloud
Last verifiedAugust 1, 2026
Overview

Tool overview

Mixedbread is listed under AI Infrastructure & MLOps AI tools.

Summary

What is Mixedbread?

Mixedbread provides multimodal indexing and natural-language search across documents, images, code, audio, and video. It offers stores, semantic and agentic retrieval, reranking, SDKs, CLI access, and managed or dedicated infrastructure.

Best fit

Best for

Developers adding multimodal search to applications, agents, and knowledge systems

Audience

Who is it for?

AI developersSearch teamsKnowledge-platform teamsEnterprise developers
Recommendation

Decision note

Rebuilt from the original export under the complete V411 factual-source-verification workflow. Preview only. Apply remains blocked until Failures = 0, Warnings = 0, Unmapped = 0, Missing = 0, all explicit clears are reviewed, image import is disabled or V380 accepts the logo asset, one representative WordPress edit screen is compared with the export and proposed row, and a post-Apply zero-change Preview is completed.

Capabilities

Key features

Multimodal indexing and search

Semantic, grep, and agentic retrieval

Python SDK, CLI, and API

Dedicated infrastructure and bring-your-own-cloud options

Workflows

Use cases

Build knowledge search

Ground AI applications

Search documents and media

Add reranking to retrieval

Strengths

Pros

  • Transparent subscription and usage pricing
  • Starter credits require no card
  • Supports content across 100+ languages
Considerations

Limitations

Search quality and cost depend on content quality, indexing mode, query design, and reranking settings.

Organizations must govern uploaded content, retention, access keys, and regional infrastructure.

Cost

Pricing details

Pricing modelFreemium
Starting price$20/mo + usage
Free planYes
Free trialYes
Pricing context

Billing options

One-time creditsMonthly subscriptionPay-as-you-goEnterprise contract
Pricing context

Pricing note

Starter provides $5 in one-time credits without a card. Scale is $20/month with $20 included credits plus usage charges. Enterprise is custom.

View official pricing
Compatibility

Supported languages

  • 100+ content languages
Connectivity

Integrations

Vercel

Python SDK

CLI

Object storage

Specs

Technical details

PlatformsWeb, API
Multilingual supportYes
Login requiredYes
Open sourceNo
LicenseProprietary
DeploymentCloud
Companymixedbread ai inc.
Models / versionsWholembed v3 Fast Indexing High Quality Indexing Semantic Search
Editions / plansStarter Scale Enterprise
Data confidenceHigh
Last verifiedAugust 1, 2026
Documentation → Data source →
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Answers

Frequently asked questions

Mixedbread provides multimodal indexing and natural-language search across documents, images, code, audio, and video. It offers stores, semantic and agentic retrieval, reranking, SDKs, CLI access, and managed or dedicated infrastructure.
Developers adding multimodal search to applications, agents, and knowledge systems
The listed pricing model for Mixedbread is freemium. Pricing can change, so users should verify the latest plan details on the official website.
Yes. The current profile indicates that a free trial is available.
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