turbopufferVector and full-text search built on object storage
vs
Zilliz CloudThe Vector Lakebase for AI
Comparison · Vector Databases · weekly run Nov 2
turbopuffer vs Zilliz Cloud
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Zilliz Cloud is the stronger AI pick in Vector Databases: it has a visibility score of 23 versus 4.6 for turbopuffer, and ranks ahead in 33% of the answers that name both.
Choose turbopuffer if…
- You want a lower entry price ($16 vs $197)
- AI answers describe it more positively (33% vs 32% positive)
- You need SOC 2 Type 2 or HIPAA (Business Associate Agreement available) or GDPR-ready DPA coverage
- serverless vector and full-text search built on object storage
Choose Zilliz Cloud if…
- You want the brand AI engines rank higher (23 vs 4.6)
- You want a free plan to start
- You need SOC 2 Type II or ISO/IEC 27001 or GDPR ready or HIPAA ready coverage
- You prefer a larger, established vendor (51–200 employees)
AI visibility side by side
Latest weekly run · Nov 2
| Metric | turbopuffer | Zilliz Cloud |
|---|---|---|
| Visibility score | 4.6% | 23% |
| Change vs last week | New | New |
| Rank in Vector Databases | #14 | #5 |
| Share of voice | 1.9% | 6.3% |
| Mentions this run | 9 | 30 |
| Positive in AI answers | 33% | 32% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
turbopuffer 0pp · Zilliz Cloud 0pp over 0 weekly runs.
Engine by engine
Zilliz Cloud leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
turbopufferZilliz Cloud
Head to head in AI answers
3 engine answers name both brands
2turbopuffer ranked higher
1Zilliz Cloud ranked higher
| Prompt | Engine | turbopuffer | Zilliz Cloud |
|---|---|---|---|
| Which vector database has transparent pricing? | ChatGPT | #5 | #4 |
| Official website of the top vector database vendors | ChatGPT | #12 | #14 |
| Official website of the top vector database vendors | AI Mode | #2 | #5 |
Features, pricing & fit
| Dimension | turbopuffer | Zilliz Cloud |
|---|---|---|
| Pricing model | Usage-based | Usage-based |
| Entry price | $16 / mo | Free; paid from $197 / mo |
| Free plan | No | Yes |
| Deployment | Multi-tenant cloud on usage-based plans; single-tenant and bring-your-own-cloud (BYOC) deployments on the enterprise plan. | Fully managed SaaS, bring-your-own-cloud (BYOC) with data in the customer's VPC, and self-run open-source Milvus |
| Compliance | SOC 2 Type 2, HIPAA (Business Associate Agreement available), GDPR-ready DPA | SOC 2 Type II, ISO/IEC 27001, GDPR ready, HIPAA ready |
| Support | Community Slack and email on all plans, Private Slack channel on higher plans, 24/7 support and 99.95% uptime SLA on enterprise | Community support bot, Email/ticket portal, Slack private channel, Zoom, Google Meet or Teams calls |
| Founded | 2023 | 2017 |
| Headquarters | Ottawa, Ontario, Canada | Redwood City, California |
| Employees | 11–50 | 51–200 |
| Funding | Seed | Series B extension · $113M raised |
| Best for | Teams building AI applications, semantic search or recommendation systems that need large-scale vector and full-text search at lower cost. | Teams running production AI applications that need low-latency vector search at scale, and regulated sectors such as healthcare and finance |
Plans side by side
turbopuffer
launch$16month minimum usage
scale$256month minimum usage
enterprise$4,096month minimum usage (>= $4,096/month, 35% usage premium)
Zilliz Cloud
Free$0month
Standard$0month (Serverless, from); from $126/month Dedicated
Enterprise$197month (Dedicated, from)
Business CriticalCustomcontact sales
BYOC (Bring Your Own Cloud)Customcontact sales
Pros and cons
Themes from the AI answers that mention each brand
turbopuffer
- serverless vector and full-text search built on object storage
- high performance at a fraction of traditional costs
- cloud-native, cost-conscious design
- ranked among highest vendors in an industry ranking
Zilliz Cloud
- built for billion-scale vector workloads
- free tier with 5 GB storage
- managed Milvus cloud option
- transparent pricing with pay-as-you-go options
- free trial with $100 in credits
- requires team able to support distributed infrastructure
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “turbopuffer vs Zilliz Cloud”, https://slateindex.ai/compare/turbopuffer-vs-zilliz-cloud, data of Nov 2, 2026. Licence: CC BY 4.0.