KeboolavsZilliz Cloud
Unbiased side-by-side comparison of verified reviews, user ratings, features, and pros/cons to help you decide which software fits your business needs.
Quick answer: Keboola vs Zilliz Cloud
In our 2026 comparison of Keboola and Zilliz Cloud, the products are too closely matched to name a clear overall winner. Keboola is rated 4.5/5 from 5 user reviews; Zilliz Cloud is rated 4.5/5 from 5 user reviews. Keboola has a free plan; Zilliz Cloud has a free plan.
Last updated
| At a glance | Keboola | Zilliz Cloud |
|---|---|---|
| Category | Database Management | Database Management |
| User rating | 4.5/5 (5 reviews) | 4.5/5 (5 reviews) |
| Starting price | Free plan | Free plan |
| Free trial | Not listed | Yes |
| Listed features | 17 | 16 |
| Platforms | Web | Web |
| Ease of use | 4.4/5 | 4.5/5 |
| Customer support | 4.9/5 | 4.9/5 |
Product Overview
What each platform does and who it's for
Primary Category
The main classification for each product
Editorial Quality Rating
Independent expert panel ratings and quality validations
Keboola
Expert Score
Zilliz Cloud
Expert Score
Platform Support
Supported platforms across each product
Keboola
Zilliz Cloud
Sentiment & Feedback
Real-world pros and cons from verified users
Keboola Feedback
User sentiment analysis
- It has a free tier and usage-based pricing, making it accessible for teams of various sizes to start building pipelines .
- Serves as a cloud data operations platform that combines ELT, transformation, and orchestration, offering both low-code and developer paths .
- Provides a component-based, API-first architecture with Git integration, giving engineering teams significant flexibility and version control .
- Offers a wide range of integrations and a powerful data catalog, suitable for complex data operations .
- Lacks a built-in BI front-end; users must connect a separate BI tool for dashboards and analytics .
- The platform has a steep learning curve, especially for non-engineers, making it less intuitive for analysts and business users .
- Usage-based pricing can be difficult to forecast as data volumes and pipeline usage grow .
Zilliz Cloud Feedback
User sentiment analysis
- Fully managed vector database service built on Milvus, offering sub‑millisecond similarity search for billions of vectors with high accuracy (95%+ recall).
- Auto‑scaling and serverless pricing model eliminates infrastructure management – no need to manually provision nodes, indexes, or replicas.
- Native integration with popular AI frameworks (LangChain, LlamaIndex, Hugging Face) and cloud LLM services, accelerating RAG application development.
- Comprehensive data security with SOC2 Type II compliance, VPC peering, and encryption at rest/in transit, meeting enterprise privacy requirements.
- Premium pricing – cloud storage and compute costs can escalate quickly at scale, especially for high‑throughput production workloads.
- Vendor lock‑in concern; migrating vector data out of Zilliz to a self‑hosted Milvus or a competing service is non‑trivial and requires full re‑indexing.
Feature Comparison
Detailed side-by-side capability checklist
Keboola
17/26 features
- App Integrations
- Database integration
- Workflow Automation
- Connects data sources through managed connectors
- Database
- Database management
- Databases
- Dependencies
- Hybrid search while reducing the operational work of deploying
- Project governance
- Securing database infrastructure
- Database Optimization
- Open-source
- Open-source development
- Security
- Transforms data using SQL and Python
- SQL Query Editor
- Visual query builder
- Clean code architecture
- Developer-friendly code
- Monitoring
- Orchestrates pipelines
- Metadata Filtering
- Scaling
- Automated Backups
- Scheduling
Zilliz Cloud
16/26 features
- App Integrations
- Database integration
- Workflow Automation
- Connects data sources through managed connectors
- Database
- Database management
- Databases
- Dependencies
- Hybrid search while reducing the operational work of deploying
- Project governance
- Securing database infrastructure
- Database Optimization
- Open-source
- Open-source development
- Security
- Transforms data using SQL and Python
- SQL Query Editor
- Visual query builder
- Clean code architecture
- Developer-friendly code
- Monitoring
- Orchestrates pipelines
- Metadata Filtering
- Scaling
- Automated Backups
- Scheduling
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Pricing & Plans
Compare plans, features, and starting points side-by-side
Keboola Pricing
FREEMIUMFree to use. No credit card required.
Zilliz Cloud Pricing
FREEMIUMFree to use. No credit card required.
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Community Intelligence
Real-time crowdsourced comparison feedback and buyer signals.
Community Matchup Voting
Real-time crowdsourced buyer signals
Community vs. Editorial Alignment
Agreement between algorithmic rating & user voting
Draw
Calculated by features, pricing, support & ratings.
Awaiting Votes
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Capture high-intent Database Management evaluators
Head-to-Head Winner Analysis
Data-backed performance comparisons across pricing, features, usability, and support
Matchup Scoreboard
At-a-glance scorecard results
Weighted Overall Scorecard
Normalized composite performance scores
Smart Recommendation Matrix
Head-to-head decision matrix based on your business workflow
- Users wanting a streamlined, user-friendly workspace interface
- Power users requiring a broad range of out-of-the-box advanced features
- Organizations that place high importance on responsive customer support
- Users wanting a streamlined, user-friendly workspace interface
- Organizations that place high importance on responsive customer support
Keboola
Dimension scorecard
Multi-Dimension Performance
Winner Breakdown & Analysis
Tied for overall winner with a composite score of 88%.
Pricing: $0/mo (No Free Trial), a less accessible entry point than the leader.
Tied with a solid set of 17 features.
Strong usability with a user rating of 4.4/5 stars.
Reliable support with a user rating of 4.9/5 stars.
Tied on platform availability (1 Platform: Web).
Zilliz Cloud
Dimension scorecard
Multi-Dimension Performance
Winner Breakdown & Analysis
Tied for overall winner with a composite score of 88%.
Zilliz Cloud has the most accessible pricing ($0/mo (Free Trial)).
Tied with a solid set of 16 features.
Strong usability with a user rating of 4.5/5 stars.
Reliable support with a user rating of 4.9/5 stars.
Tied on platform availability (1 Platform: Web).
⚖️ Virtually Tied
Keboola and Zilliz Cloud are virtually identical across all key dimensions. The right choice depends entirely on your team's specific workflow needs and integration requirements.
Composite Score Breakdown
Promote Your Software to Database Management Decision Makers
Frequently asked questions: Keboola vs Zilliz Cloud
Which is better: Keboola or Zilliz Cloud?
Keboola and Zilliz Cloud are virtually identical across all key dimensions. The right choice depends entirely on your team's specific workflow needs and integration requirements. Neither product has a decisive overall lead, so the best choice depends on your workflow, budget and required integrations.
How do users rate Keboola and Zilliz Cloud?
Keboola is rated 4.5/5 from 5 user reviews. Zilliz Cloud is rated 4.5/5 from 5 user reviews. Ratings come from approved user reviews on SoftwareHope.
How much do Keboola and Zilliz Cloud cost?
Keboola has a free plan. Zilliz Cloud has a free plan. Always confirm current pricing on the vendor's site, as plans change.
Do Keboola and Zilliz Cloud offer a free plan or free trial?
Keboola offers a free plan; Zilliz Cloud offers a free plan and a free trial.
Which platforms do Keboola and Zilliz Cloud support?
Keboola supports Web; Zilliz Cloud supports Web.
Which is easier to use, Keboola or Zilliz Cloud?
Keboola has an ease-of-use rating of 4.4/5, Zilliz Cloud has an ease-of-use rating of 4.5/5. The difference is small, so both are similarly easy to adopt.
Most Helpful Reviews
Community-voted helpful feedback from verified users
Keboola provides a straightforward, dependable solution that integrated smoothly into our operational stack. Uptime is consistent and user adoption across the team was immediate.
We have been using Keboola across our departments and appreciate the simplicity and stability of the system. It handles core workflows without unnecessary bloat.
The platform has streamlined our daily operations, providing reliable tools and responsive support. Configuration was quick and the feature set aligns well with our requirements.
A well-built tool that delivers consistent value. The interface is clean, performance is snappy, and our operational workflows run smoothly.
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