kitio.aiAgentset vs Mixedbread
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. Mixedbread has the lower starting price: about $20 a month, against $49 for Agentset.
At a glance
Best for
Category
Pricing model
Starting price
Free plan
Made by
Based in
Rating
Key features
- Managed RAG pipeline
- Agentic search
- Citations
- Multimodal documents
- Metadata filters
- MCP server
- Multimodal file indexing
- Semantic and agentic search
- Reranking
- Cited evidence results
- MCP and CLI access
- Python and TypeScript SDKs
| Feature | Agentset | Mixedbread |
|---|---|---|
| Best for | Open-source RAG platform for building AI search and chat | Managed multimodal search that gives AI agents evidence from your data |
| Category | Models & APIs | Models & APIs |
| Pricing model | Freemium | Freemium |
| Starting price | $49/mo | $20/mo |
| Free plan | Yes | Yes |
| Made by | Agentset | Mixedbread |
| Based in | – | Germany |
| Rating | No ratings yet | No ratings yet |
| Key features |
|
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Pricing compared
Mixedbread has the lower starting price: about $20 a month, against $49 for Agentset.
Free plan
Cheapest paid plan
Top plan
Free trial
3 plans
Free
Free
- 1,000 pages
- 10,000 retrievals
- RAG and citations
Pro
$49/mo
- 10,000 pages
- Unlimited retrievals
- Deep research
- $0.01 per extra page
Enterprise
Custom
- Unlimited pages
- On-premises or BYOC
- SSO and compliance reports
3 plans
Starter
Free
- $5 one-time credits
- 3 workspace users
- 3 stores
Scale
$20/mo
- $20 of usage credits included
- Unlimited users
- 10,000 stores
- Automatic backups
Enterprise
Contact sales
- Bring your own bucket or cloud
- Volume discounts
- Dedicated support team
Prices in USD, checked Oct 29, 2026 or later. Plans change often, so confirm on each tool's site before you buy.
Pros and cons
Agentset
- Free tier with 1,000 pages
- Bring your own models and vector DB
- Citations on every answer
- Connectors cost $100 each on Pro
- Deep research not on the free plan
- On-premises only on Enterprise
Mixedbread
- Handles video, audio and images, not just text
- Fast search latency in production
- Same usage rates on every plan
- Usage costs need estimating upfront
- Free tier is a one-time $5 credit
- Bring-your-own-cloud only on Enterprise
Which one should you choose?
Choose Agentset if you want:
- Free tier with 1,000 pages
- Bring your own models and vector DB
- Citations on every answer
Watch out: connectors cost $100 each on pro.
Choose Mixedbread if you want:
- Handles video, audio and images, not just text
- Fast search latency in production
- Same usage rates on every plan
Watch out: usage costs need estimating upfront.
Agentset vs Mixedbread FAQ
What is the difference between Agentset and Mixedbread?
Agentset: Open-source RAG platform for building AI search and chat. Mixedbread: Managed multimodal search that gives AI agents evidence from your data. Both are models & apis tools.
Is Agentset or Mixedbread cheaper?
Mixedbread has the lower starting price: about $20 a month, against $49 for Agentset.
Do Agentset and Mixedbread have free plans?
Agentset: Yes. Mixedbread: Yes.
Who makes Agentset?
Agentset is made by Agentset.
Who makes Mixedbread?
Mixedbread is made by Mixedbread, based in Germany.
Which should I choose, Agentset or Mixedbread?
Choose Agentset if you value free tier with 1,000 pages and bring your own models and vector db. Choose Mixedbread if you value handles video, audio and images, not just text and fast search latency in production.