Shortlist by what you need
Start here if you know why you are leaving deepset.
Want the closest match?
ZylonMost similar to deepset in what it does, its category and its price.
Visit (opens Zylon in a new tab)Need a free plan?
QdrantHas a free plan, rated 4.3 out of 5.
Visit (opens Qdrant in a new tab)Want the lowest price?
OneReach.aiFrom $80/mo, the lowest starting price here.
Visit (opens OneReach.ai in a new tab)Want the best rated?
SimplAIRated 4.0 out of 5 in our review, against 4.1 for deepset.
Visit (opens SimplAI in a new tab)
At a glance
Green means better than deepset, red means worse. Prices are starting prices per month.
| Tool | Our rating | Starts at | Free plan | Best for | Compare |
|---|---|---|---|---|---|
 deepsetBaseline | 4.1 | Free | Yes | Berlin-based maker of the Haystack framework for building, testing, deploying and governing RAG systems and agents on your own infrastructure. | |
| Zylon | 4.1Same | Not listed | No | Private AI infrastructure deployed on-premise, air-gapped or in your own cloud VPC. | vs deepset |
| Qdrant | 4.3+0.2 | Free | Yes | Open-source vector database that raised a $50M Series B to power retrieval for AI agents | vs deepset |
 Aleph Alpha | 3.9−0.2 | Not listed | No | A German foundation-model company building sovereign large language models for European enterprises and governments. | vs deepset |
 MLCode | 3.8−0.3 | Not listed | No | Build, deploy, observe and govern enterprise agents across cloud, hybrid and air-gapped estates. | vs deepset |
 Unearth AI | 3.4−0.7 | Not listed | No | Australian sovereign enterprise AI platform that unifies organisational data for governance and decision-making, built for regulated environments. | vs deepset |
 Capitol AI | 3.9−0.2 | Not listed | No | No-code AI workflows with governed data access, lineage tracking and full audit trails - built for regulated finance, government and consulting work, not general productivity. | vs deepset |
| OneReach.ai | 4.1Same | $80/mo | No | Infrastructure for building, running and governing large numbers of AI agents. | vs deepset |
| SimplAI | 4.0−0.1 | Not listed | No | An agentic AI operating system for building and governing enterprise agents across cloud, on-prem and air-gapped environments. | vs deepset |
The alternatives in detail
In order of how closely each one matches deepset.
Zylon
4.1Not listed
vs deepsetSame
Private AI infrastructure deployed on-premise, air-gapped or in your own cloud VPC.
- Deployment on-premise, air-gapped or inside a customer-controlled cloud VPC
- Full data control with no dependency on external model providers
- Governance, access control and compliance tooling included
Architectural rather than contractual data control
Self-hosting shifts infrastructure and maintenance cost onto the customer
Qdrant
4.3Free
vs deepset+0.2
Open-source vector database that raised a $50M Series B to power retrieval for AI agents.
- Open-source vector database, free to self-host with full source access
- Qdrant Cloud managed service with a free tier and usage-based paid plans
- Purpose-built for semantic search, recommendations, and RAG pipelines
Open-source option gives full control and zero licensing cost for self-hosted deployments
Self-hosting still requires infrastructure expertise the managed tier is meant to remove
Aleph Alpha
3.9Not listed
vs deepset−0.2
A German foundation-model company building sovereign large language models for European enterprises and governments.
- Large language models covering text, image, and strategic-reasoning tasks
- Deployment inside customer infrastructure for data-sovereignty requirements
- Focus on government and regulated-enterprise customers over consumer use
Sovereignty-first architecture appeals to European public-sector buyers with data-residency requirements
No published pricing or self-serve access; an enterprise sales cycle is required to test it
MLCode
3.8Not listed
vs deepset−0.3
Build, deploy, observe and govern enterprise agents across cloud, hybrid and air-gapped estates.
- Full lifecycle: create, deploy, observe and govern agents
- Runs across cloud, hybrid and fully air-gapped on-premise
- AgentKube and HexaKube as a combined operating model
Air-gapped support opens environments most platforms cannot serve
Enterprise implementation project, not a self-serve signup
Unearth AI
3.4Not listed
vs deepset−0.7
Australian sovereign enterprise AI platform that unifies organisational data for governance and decision-making, built for regulated environments.
- Sovereign Australian-built and hosted platform
- Unifies organisational data into a single AI layer
- Governance and compliance oriented rather than productivity focused
Data sovereignty answers a procurement constraint rather than a feature gap
"Hallucination-free" is an absolute claim no generative system can guarantee - ask what the architecture actually is
Capitol AI
3.9Not listed
vs deepset−0.2
No-code AI workflows with governed data access, lineage tracking and full audit trails - built for regulated finance, government and consulting work, not general productivity.
- No-code AI workflows producing finished reports, filings and decks
- Governed data access with full lineage tracking
- Model-agnostic orchestration across OpenAI, Anthropic, open-source
Governance and lineage tracking built in, not bolted on afterward
No self-serve pricing - expect a sales-led process
OneReach.ai
4.1$80/mo
vs deepsetSame
Infrastructure for building, running and governing large numbers of AI agents.
- Build, run and govern agents from one platform
- Orchestration across large numbers of connected agents
- Governance and audit controls for agent behaviour
Targets orchestration and governance, the actual scaling constraint
Enterprise scope and pricing rule out small teams
SimplAI
4.0Not listed
vs deepset−0.1
An agentic AI operating system for building and governing enterprise agents across cloud, on-prem and air-gapped environments.
- Unified control layer for building, governing and scaling enterprise agents
- Deployment across cloud, on-premise and fully air-gapped environments
- Security and governance controls built into the platform rather than added later
Air-gapped support opens use cases most agent platforms cannot serve
Enterprise implementation effort, not a self-serve signup
FAQ
Questions people ask
Is deepset free?
deepset has a free plan.
What is the best free alternative to deepset?
Qdrant is the highest-rated alternative here with a free plan (4.3 out of 5).
What is the cheapest alternative to deepset?
Among paid plans, OneReach.ai has the lowest starting price (from $80/mo). If you need it free, start with Qdrant.
How did you pick these alternatives?
We match tools on what they do, their category and their price, using the details in our directory. Ratings come from our reviews and reader reviews.