kitio.aiSupermemory vs Mixedbread
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. Supermemory has the lower starting price: about $19 a month, against $20 for Mixedbread.
At a glance
Best for
Category
Pricing model
Starting price
Free plan
Made by
Based in
Rating
Key features
- Per-user memory graphs
- SuperRAG retrieval
- Semantic and graph search
- API, plugins and MCP
- Gmail, S3 and web connectors
- Self-hosted option
- Multimodal file indexing
- Semantic and agentic search
- Reranking
- Cited evidence results
- MCP and CLI access
- Python and TypeScript SDKs
| Feature | Supermemory | Mixedbread |
|---|---|---|
| Best for | Memory and continual learning engine for AI agents | Managed multimodal search that gives AI agents evidence from your data |
| Category | Models & APIs | Models & APIs |
| Pricing model | Freemium | Freemium |
| Starting price | $19/mo | $20/mo |
| Free plan | Yes | Yes |
| Made by | Supermemory | Mixedbread |
| Based in | United States | Germany |
| Rating | No ratings yet | No ratings yet |
| Key features |
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Pricing compared
Supermemory has the lower starting price: about $19 a month, against $20 for Mixedbread.
Free plan
Cheapest paid plan
Top plan
Free trial
5 plans
Free
Free
- $5 of credits each month
- Same usage rates as paid plans
Pro
$19/mo
- $20 of usage included
- 3 team seats
- Auto top-up
Max
$100/mo
- $130 of usage included
- Gmail connector
Scale
$399/mo
- $600 of usage included
- S3 and web crawler connectors
- SOC 2, HIPAA BAA, self-hosting
Enterprise
Contact sales
- Custom deployments
- Dedicated engineering
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
Supermemory
- Works with any model or agent harness
- No embeddings to manage
- Repeated content is not billed
- Usage costs on top of plan credit
- Gmail connector starts at Max
- Compliance features only on Scale
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 Supermemory if you want:
- Works with any model or agent harness
- No embeddings to manage
- Repeated content is not billed
Watch out: usage costs on top of plan credit.
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.
Supermemory vs Mixedbread FAQ
What is the difference between Supermemory and Mixedbread?
Supermemory: Memory and continual learning engine for AI agents. Mixedbread: Managed multimodal search that gives AI agents evidence from your data. Both are models & apis tools.
Is Supermemory or Mixedbread cheaper?
Supermemory has the lower starting price: about $19 a month, against $20 for Mixedbread.
Do Supermemory and Mixedbread have free plans?
Supermemory: Yes. Mixedbread: Yes.
Who makes Supermemory?
Supermemory is made by Supermemory, based in United States.
Who makes Mixedbread?
Mixedbread is made by Mixedbread, based in Germany.
Which should I choose, Supermemory or Mixedbread?
Choose Supermemory if you value works with any model or agent harness and no embeddings to manage. Choose Mixedbread if you value handles video, audio and images, not just text and fast search latency in production.