Vector databases · Comparison
Qdrant Cloud vs turbopuffer vs Zilliz Cloud
3 products compared side by side: what you pay for with each one first, then the five access facts, entry prices, recorded plan limits and the bottom line of each review. The evidence note under the table says how each product was checked.
Side by side
| Metric | Qdrant Cloud | turbopuffer | Zilliz Cloud |
|---|---|---|---|
| What you're paying for | Worth the priceA managed open-source vector engine on nodes you size, with no per-query charge, an exit to self-hosted Qdrant and a free cluster for about 1M vectors. | Worth the priceVector and full-text search billed by the bytes you store, write and query, with every database feature on the $16 plan. | Saves engineering timeManaged Milvus with a serverless option billed per request, free bulk import from object storage, and the Apache 2.0 engine as a way out. |
| Overall score | 7.0 | 5.6 | 7.2Best |
| Free option | Free plan | Paid only | Free plan |
| Card to start | No card needed | –Not measured | No card needed |
| Getting access | Self-serve | Self-serve | Self-serve |
| Starter priceCheapest paid plan | $0.03566/node-hour | $16/mo minimum | $4/million vCUs |
| Pricing model | Usage-based | Usage-based | Usage-based |
| Pricing page | Public prices | Public prices | Public prices |
| Billing unit | Provisioned nodes per hour (RAM, vCPU and disk), plus backup storage | GB stored, GB written, PB queried and GB returned | Serverless: vCUs and GB-month; Dedicated: CU-hours and GB-month |
| Free option | Free 1 GB cluster (about 1M 768-dimension vectors), no card | None; refund if cancelled within 30 days (sign-up page) | Free 5 GB cluster, no card; $100 trial credits for 30 days |
| Reference scenario (1M vectors, 1M queries) | $102.51/mo on Standard (3 × mx1 nodes), official calculator | $30/mo on launch, computed | $113.28/mo on Serverless (GCP us-west1), computed |
| Plan minimum | None on Standard; Premium minimum not published | launch $16; scale $256; enterprise from $4,096 a month | None |
| Hybrid search | Every plan (dense plus sparse or BM25) | Every plan (BM25 plus vector, rank fusion) | Every plan (BM25 full-text plus vector) |
| Backups | Standard and up, scheduled; collection snapshots on every plan | Manual namespace copies and branches; no automated backups | Dedicated clusters; point-in-time recovery on Business Critical |
| SOC 2 / ISO 27001 | SOC 2 Type II; ISO 27001 not stated | SOC 2 Type II; ISO 27001 not stated | SOC 2 Type II (under NDA) and ISO 27001:2022 |
| HIPAA BAA | From Standard; BAA scope through Solutions Engineering | scale and enterprise | Business Critical, through sales |
| EU regions | AWS Frankfurt and Ireland, GCP Frankfurt, Azure Germany West Central | AWS Frankfurt, Ireland and London; GCP Frankfurt and Belgium | Serverless in AWS Frankfurt; Dedicated in AWS, GCP and Azure EU regions |
| SSO | Premium (console sign-in) | scale and enterprise, enabled on request | SAML or OIDC on Enterprise and up |
| BYOC | Hybrid Cloud and Private Cloud, through sales | enterprise | Through sales, annual commitment |
| Data export | Downloadable snapshots; scroll API | Paged query API (JSON) | SDK iterators; backup file export in private preview |
| Self-host path | Qdrant open source (Apache 2.0), restore from snapshot | None | Milvus (Apache 2.0), same SDKs |
| Bottom line | From its public pages, Qdrant Cloud is managed open-source Qdrant billed by node-hour: no per-query charge, a large free cluster and a documented way back to self-hosting. Prices live in the calculator, and SSO and private networking need Premium. | From its public pages, turbopuffer is the lowest-cost option for our scenario, with every database feature from a $16 minimum. It has no free tier, no automated backups and no open-source engine, and some pricing details differ between pages. | From its public pages, Zilliz Cloud is managed Milvus with per-request serverless billing, free bulk import, SOC 2 Type II and ISO 27001, and an open-source exit. Serverless runs in two regions only, and several prices differ between its pages. |
Evidence: Qdrant Cloud: facts checked 2026-10-16 from its public sign-up and pricing pages, no completed hands-on run; turbopuffer: facts checked 2026-10-16 from its public sign-up and pricing pages, no completed hands-on run; Zilliz Cloud: facts checked 2026-10-16 from its public sign-up and pricing pages, no completed hands-on run. Prices in USD as listed, excluding tax. "–" means not recorded.
When to pick each
In the words of each review, with the date its facts were checked.
From our Qdrant Cloud review
Checked Oct 16, 2026- Pick Qdrant Cloud when
- You want provisioned nodes in AWS us-east-1 and audit logs without moving to an enterprise plan.
- Pick Zilliz Cloud when
- You want per-request serverless billing, ISO 27001, bulk import from object storage and SSO on a self-serve plan.
From our turbopuffer review
Checked Oct 16, 2026- Pick turbopuffer when
- You want to pay for bytes rather than size nodes, with unlimited namespaces.
- Pick Qdrant Cloud when
- You want a free cluster, an Apache 2.0 engine to self-host and downloadable snapshots.
From our turbopuffer review
Checked Oct 16, 2026- Pick turbopuffer when
- You want serverless pricing in AWS US regions such as us-east-1.
- Pick Zilliz Cloud when
- You want a free tier, free import from object storage and an open-source engine.
From our Zilliz Cloud review
Checked Oct 16, 2026- Pick Zilliz Cloud when
- You want per-request serverless billing, free import from object storage, ISO 27001 and SSO on a self-serve plan.
- Pick Qdrant Cloud when
- You want provisioned nodes in AWS us-east-1 at a lower scenario cost ($102.51) and audit logs on the first paid plan.
Entry price
Baseline: each product's cheapest paid plan, per month. Included usage differs, so read the line under each price.
- Qdrant CloudStandard$0.03566/node-hourSmallest node (2 GiB RAM, 0.5 vCPU, 8 GiB disk) in AWS us-east-1, about $26.10 a month; billed hourly, no minimum
- Nodes up to 256 GiB RAM and 64 vCPU
- Scheduled backups and high-availability setups
- Audit logs on Qdrant 1.17 and later
- AWS, GCP and Azure regions, EU included
- turbopufferlaunch$16/mo minimumUsage above the minimum: $0.33/GB stored, $2/GB written, $1/PB queried, $0.05/GB returned
- All database features: vector, BM25 full-text and hybrid search
- Unlimited namespaces
- SOC 2 report and GDPR-ready DPA
- Community Slack and email support
- Zilliz CloudStandard (Serverless)$4/million vCUsPlus $0.30 per GB-month of storage; GCP us-west1 and AWS eu-central-1 only; no minimum
- Reads and writes billed in vCUs
- Import from object storage at no charge
- Organization and project RBAC, API keys
- No backups on Serverless clusters
Prices as listed on each pricing page, in USD per month, excluding tax. Observed: Qdrant Cloud 2026-10-16, turbopuffer 2026-10-16, Zilliz Cloud 2026-10-16.
Which one fits
- If you need to start today without a sales call
- Zilliz CloudSelf-serve sign-up, no card needed; the highest score of the 3 self-serve products here (7.2/10).
- If you want to try it without entering a card
- Zilliz CloudFree plan, no card needed, and the highest score of the 2 that skip the card (7.2/10).
- Lowest starter price
- turbopuffer$16/mo minimum for the launch plan. Qdrant Cloud and Zilliz Cloud list no comparable paid price.
- Highest overall score
- Zilliz Cloud7.2/10 (Good). The review shows the score breakdown and the run behind it.
Picked by fixed rules from the table above, not by hand. How we score
Full reviews
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