20+ Best Alternatives to Mixedbread in 2026
Multimodal retrieval and search platform for AI agents
Looking for an alternative to Mixedbread? Below are 20 AI startups working in the same space — ranked by our Neuron score so the most credible options come first. Each card shows what makes the tool a viable substitute, pricing signals, and funding stage.
- 1View alternative →
Jina AI
$37.5MSearch foundation models: embeddings, rerankers, and a web reader API
Why it's similar: Shares categories with Mixedbread — AI Search, Embeddings & RAG.
💵 Free
- 2View alternative →
Chroma
$20.3MOpen-source search infrastructure for AI with vector, full-text, regex, and metadata search.
Why it's similar: Shares categories with Mixedbread — AI Search, Embeddings & RAG.
💵 Open source
- 3View alternative →
Perplexity
$2.0BAI-powered answer engine delivering real-time, cited responses to complex queries.
Why it's similar: Shares categories with Mixedbread — AI Search.
💵 Free
- 4View alternative →
Raycast
$47MThe extensible AI launcher that puts every app, command, and model a keystroke away
Why it's similar: Shares categories with Mixedbread — AI Search.
💵 Free · From $8/mo
- 5View alternative →
Onyx
$10MOnyx, formerly Danswer, is an open-source enterprise AI search and assistant that connects to
Why it's similar: Shares categories with Mixedbread — AI Search.
💵 Free
- 6View alternative →
Vetted
$15MAI shopping research agent that reads Reddit, reviews, and experts so you don't have to
Why it's similar: Shares categories with Mixedbread — AI Search.
💵 Free
- 7View alternative →
Profound
$151MAI search visibility platform for Answer Engine Optimization across ChatGPT and Perplexity
Why it's similar: Shares categories with Mixedbread — AI Search.
💵 Free
- 8View alternative →
Shade
$20MIntelligent cloud file system with AI search for creative teams
Why it's similar: Shares categories with Mixedbread — AI Search.
💵 Free trial · From $29.75/mo
- 9View alternative →
Particle
$15.3MAI-powered news reader from ex-Twitter leaders that summarizes every side of a story
Why it's similar: Shares categories with Mixedbread — AI Search.
💵 Free
- 10View alternative →
Andi
$2.5MAd-free, private AI search that answers questions like a friend, not a list of links
Why it's similar: Shares categories with Mixedbread — AI Search.
💵 Free
- 11View alternative →
Sumble
$38.5MAI-powered knowledge-graph platform that maps which technologies, projects, and people exist
Why it's similar: Shares categories with Mixedbread — AI Search.
💵 Free
- 12View alternative →
Semrush
UndisclosedAI-powered online visibility and marketing platform for SEO, content, and ads
Why it's similar: Shares categories with Mixedbread — AI Search.
💵 Free · From $139/mo
- 13View alternative →
Cognee
$7.5MOpen-source memory engine that turns scattered data into a knowledge graph for AI agents
Why it's similar: Shares categories with Mixedbread — Embeddings & RAG.
💵 Open source
- 14View alternative →
Voyage AI
UndisclosedState-of-the-art embedding and reranking models for accurate retrieval
Why it's similar: Shares categories with Mixedbread — Embeddings & RAG.
💵 Free
- 15View alternative →
OpenEvidence
$735MAI medical assistant for clinicians
Why it's similar: Shares categories with Mixedbread — AI Search.
💵 Free
- 16View alternative →
Liner
$33MSeoul-based AI search company building a trustworthy answer engine for students, researchers
Why it's similar: Shares categories with Mixedbread — AI Search.
💵 Free
- 17View alternative →
Contextual AI
$100MBuild specialized RAG agents for the enterprise
Why it's similar: Shares categories with Mixedbread — Embeddings & RAG.
💵 Free
- 18View alternative →
Serafis
$500KNarrative intelligence and search for institutional investors
Why it's similar: Shares categories with Mixedbread — AI Search.
💵 Custom
- 19View alternative →
Consensus
UndisclosedAI search engine that answers research questions from 220M+ peer-reviewed papers
Why it's similar: Shares categories with Mixedbread — AI Search.
💵 Free
- 20View alternative →
Undermind
UndisclosedAI agent that runs exhaustive literature searches across scientific papers
Why it's similar: Shares categories with Mixedbread — AI Search.
💵 Free · From $15/mo
Frequently asked questions
What are the best alternatives to Mixedbread?
The top-ranked alternatives to Mixedbread on NeuronFeed are Jina AI, Chroma, Perplexity, Raycast, Onyx. Rankings are based on our Neuron score, which weighs funding, momentum and editorial signal.
Is there a free alternative to Mixedbread?
Yes — Jina AI, Chroma, Perplexity offer a free plans. See the pricing column for each alternative above.
How is this list ranked?
We rank alternatives by shared categories with Mixedbread, then by our proprietary Neuron score (0–100) which combines funding, team quality, momentum, and editorial input. The list refreshes every 30 days.
Mixedbread vs Jina AI — which is better?
It depends on use case. Jina AI (Search foundation models: embeddings, rerankers, and a web reader API) is the #1-ranked alternative. See the full side-by-side at /compare/mixedbread-vs-jina-ai.
Explore more around Mixedbread
Contextual paths to related AI startups, deals and rankings.