Mixedbread AI
Mixedbread AI: A retrieval-focused API stack with managed stores, search controls, and agent tools. Ranked #59 of 63 in AI Model APIs by our editors (3.6/10); pricing: Free plan; best for teams adding managed search and retrieval to apps.
At a glance
- Editor score3.6 / 10
- PricingFree plan
- Best forTeams adding managed search and retrieval to apps
- Free planYes
- Paid from$20/mo
- Language modelsYes
- Facts checked13 Oct 2026
Where it wins
- Managed Stores process and index text, images, PDFs, video, and audio.
- Combines semantic, exact, regex, reranking, and agentic search.
- OpenAI-compatible APIs plus Python, TypeScript, SDK, and MCP integrations.
Where it doesn't
- Starter includes $5 in one-time credits rather than recurring allowance.
- Cloud deployment is the available deployment model.
- Focuses on retrieval; image generation is not included.
Our verdict on Mixedbread AI
Mixedbread AI provides cloud APIs and SDKs for ingesting organizational files and making their contents searchable in AI applications. Its managed Stores process text, images, PDFs, video, and audio, then expose retrieval tools for documentation, customer knowledge bases, code, research libraries, and agent workflows. The platform is suited to developers who want hosted indexing and search infrastructure instead of assembling those components themselves, with support for web and API access.
Pricing is freemium. The Starter plan is free and includes $5 in one-time credits plus Community Slack support. Scale costs $20 per month and includes $20 in monthly credits before pay-as-you-go billing, automatic backups, and Priority Slack support with a same-day SLA. Enterprise adds volume-based discounts, dedicated infrastructure, and custom rate limits and SLA. Teams can connect through Python, TypeScript, the OpenAI SDK, Claude Code, Codex, OpenCode, and MCP; the Responses API and hosted store tools are OpenAI-compatible. Community and email support channels are available, while the listed compliance posture includes SOC 2 and ISO 27001.
Search depth is the platform’s central differentiator. Indexed content can be queried semantically or with exact and regex matching, then improved through reranking and query rewriting. Agentic search can plan and run multiple searches, while parsing, OCR, layout understanding, and media transcription extend ingestion beyond plain text. Toast 1 is available through Responses and Chat Completions APIs, with a listed 131K-token context window. Choose Mixedbread when managed retrieval, document processing, and search-oriented agent tooling are priorities. Consider another API provider if image generation or a broader generative model portfolio is central to the application.
Your product? Our editors can test Mixedbread AI in depth and publish a review, labelled as paid · from $99/mo →
Mixedbread AI pricing
All 3 Mixedbread AI plans and prices →
Mixedbread AI fact sheet
| Free plan | Yes |
|---|---|
| Paid from | $20/mo |
| Language models | Yes |
| Image generation | No |
| Audio and speech | Yes |
| Multimodal models | Yes |
| Embedding models | Yes |
| Max context window | 131000 tokens |
| SDK languages | Python, TypeScript |
| Deployment | Cloud |
| Platforms | Web |
| Compliance & security | SOC 2, ISO 27001 |
| Support | Community, Email |
| Built for | Small business, Mid-market, Enterprise (editorial estimate) |
| Integrations | 7 integrations: Python, TypeScript, OpenAI SDK, Claude Code, Codex, OpenCode … |
| Pricing | Free plan (source) |
| Website | mixedbread.com |
| Facts checked | 13 Oct 2026 |
Mixedbread AI integrations
Mixedbread AI lists 7 integrations on its own site.
- Python
- TypeScript
- OpenAI SDK
- Claude Code
- Codex
- OpenCode
- MCP
Alternatives to Mixedbread AI
- OpenAI APIA broad cloud API platform for production applications, agents, voice, search, and code.9.4
- Google Gemini APIA free-entry Gemini API for multimodal prototypes and structured model workflows.9.3
- Qwen API (Alibaba Cloud Model Studio)A very low-cost, broad multimodal API for teams building cloud AI features.9.2
See all Mixedbread AI alternatives →
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Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
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