Redis Cloud vs Qdrant
SEPT 2026 auditA comparison of Redis Cloud and Qdrant built from values read directly from each provider's own documentation, with the source recorded against every figure.
The short answer
Choose Redis Cloud if…
Teams that want Redis from the company that maintains it, with an on-demand hourly Essentials tier cheap enough to run a small production workload without committing to a fixed plan.
Editorial · Palash Bagchi · approved
Choose Qdrant if…
Teams that want a choice of similarity metric rather than one fixed default, or that want the option to self-host the same open-source engine the managed cloud runs.
Editorial · Palash Bagchi · approved
Consider something else if…
- Redis Cloud: Multi-region active-active replication is needed on a small budget — that's a Pro-tier feature here, where a serverless competitor may price per-region replication into a lower-cost plan.
- Qdrant: A published, calculator-free entry price matters — Qdrant Cloud's Standard tier pricing is usage-based with no static per-month figure quoted, unlike some competitors' flat entry plans.
Neither quite fits? Every other option, ranked by iScore: Redis Cloud alternatives · Qdrant alternatives
13 sourced criteria separate them — see where, with sources, below.
Pick the criteria you care about. The chart counts how many of them lean toward each provider — the same read as scanning the bars below, just totalled for the ones you chose.
Redis Cloud 0
Qdrant 0
At a glance.
| Criterion | Redis Cloud | Qdrant |
|---|---|---|
| Pricing | ||
| Free tier | Yes | Yes |
| Kind of free offer | Free tier | Always free |
| Entry paid plan | Essentials: from $0.007/hour, $5/month total. 250 MB-100 GB RAM and SSD, single DB. | Smallest paid Managed Cloud cluster (1 node, 0.5 vCPU, 2 GiB RAM, 8 GiB disk) on AWS us-east-1: $0.03566/hour, about $26.10/month, per Qdrant's own Cloud pricing calculator. Calculator estimate for AWS us-east-1; VAT excluded and expressly not a binding offer. |
| Pricing model | On-demand hourly billing. Data transfer is included in the price, with limits. | Usage-based on the Standard tier: billed for compute (vCPU), memory (GB) and storage (GB) consumed by clusters, backup storage, and inference tokens for paid models. |
| Infrastructure | ||
| Regions | 76 regions for Redis Cloud Pro — 34 AWS and 42 Google Cloud — and 38 for Essentials (20 AWS, 16 Google Cloud, 2 Azure). Counted from the per-provider tables on Redis's supported-regions page, which publishes the regions and no total; Redis Cloud Pro on Azure is delivered as Azure Managed Redis rather than listed here, and the page notes AWS me-central-1 is temporarily unavailable. | Standard and Premium tiers run on AWS, Azure and GCP. |
| Vector | ||
| Similarity metrics supported | Cosine appears as the distance metric in Redis's own vector-field schema example. The page shows it in use and does not enumerate the other metrics, so this is not a list of what is supported. | Dot product, Cosine similarity (implemented as dot-product over automatically normalized vectors), Euclidean distance and Manhattan distance. |
| Metadata filtering | Supported — a vector KNN query can be combined with a pre-filter on other indexed fields in the same query. | Supported: conditions can be set on the payload and on the point id, combined with AND, OR and NOT clauses that nest arbitrarily. |
| Compliance | ||
| SOC 2 | Annual SOC 2 Type II (SSAE 18) audit by an independent third-party firm; Redis provides the report on written request, under confidentiality. Measures document applies to the Redis Cloud Services; last updated March 20, 2025. | SOC 2 Type 2 certified; compliance reports available on request through the Qdrant Trust Center. |
| HIPAA | Redis offers a HIPAA-compliant business associate agreement (BAA) for its HIPAA-secure Redis Cloud services. | HIPAA certified; a Business Associate Agreement is available for Qdrant Managed Cloud. |
| GDPR / data residency | DPA incorporates the EU Standard Contractual Clauses; the customer controls which geographic region personal data resides in when configuring the service. | DPA offered for GDPR; cluster data is stored only in the cluster's deployment region. |
| Encryption at rest | Redis Cloud deployments are always encrypted at rest — encrypted EBS volumes on AWS, and disk encryption by default on Google Cloud and Azure. Docs say always; the plan comparison table lists encryption at rest only under Redis Cloud Pro. | All storage volumes in Qdrant Managed Cloud are encrypted at rest; data in transit is protected with TLS. |
| Role-based access control | RBAC is configured in the Redis Cloud console: named Redis ACLs are grouped into roles spanning databases, and roles are assigned to database users. Some Redis ACL subcommands (ACL SETUSER, DELUSER, LOAD, SAVE, LOG, GENPASS) are not supported. | Built-in RBAC in the Qdrant Cloud Management Console, with permissions manageable at collection level. |
| Private networking / VPC | AWS PrivateLink exposes the database as a VPC endpoint service inside your own VPC; available only with Redis Cloud Pro, not supported on Essentials. VPC peering, AWS Transit Gateway and Google Private Service Connect are the other options, also Pro only. | Private link connectivity from a Managed Cloud cluster to your VPC, available to Premium tier customers only. |
| Dedicated infrastructure | Redis Cloud Pro is hosted in dedicated VPCs, with single- or multi-AZ high availability, Active-Active, clustering and configurable backups. The pricing page calls Essentials a shared deployment and Pro a dedicated cloud deployment. | Paid Managed Cloud clusters run on their own dedicated resources, isolated in hardened, unprivileged containers. |
Where they differ.
Kind of free offer
- Redis Cloud
- Free tier
- Qdrant
- Always free
Sources (2) →Sources ↓
- Redis Cloud Pricing ↗
“Free Always $0 Up to 30 MB Just go for it Shared cloud deployment 30 MB single DB Best-effort SLA, community support”
Read 2026-09-14 · official pricing · Report a correction
- Qdrant Pricing ↗
“Free Tier Free forever For testing, and prototypes Single Node Cluster 0.5 vCPU / 1GB RAM/ 4 GB Disk. Free Cloud Inference With Selected Models Start Free”
Read 2026-09-14 · official pricing · Report a correction
Entry paid plan
- Redis Cloud
- Essentials: from $0.007/hour, $5/month total. 250 MB-100 GB RAM and SSD, single DB.
- Qdrant
- Smallest paid Managed Cloud cluster (1 node, 0.5 vCPU, 2 GiB RAM, 8 GiB disk) on AWS us-east-1: $0.03566/hour, about $26.10/month, per Qdrant's own Cloud pricing calculator. Calculator estimate for AWS us-east-1; VAT excluded and expressly not a binding offer.
Sources (2) →Sources ↓
- Redis Cloud Pricing ↗
“Essentials From $0.007 /hour Total $5/month Get Essentials Shared deployment 250 MB-100 GB RAM & SSD, single DB”
Read 2026-09-13 · official pricing · Report a correction
- Qdrant Cloud · Calculator ↗
“RAM: 2 GiB vCPUs: 0.5 vCPU Disk Space: 8 GiB Nodes: 1 Node [...] HOURLY: 0.03566 × 1 node = $0.03566/hour MONTHLY: 0.03566 × 24 hours × 30.5 days × 1 node = $26.10/month*”
Read 2026-09-13 · official pricing · Report a correction
Pricing model
- Redis Cloud
- On-demand hourly billing. Data transfer is included in the price, with limits.
- Qdrant
- Usage-based on the Standard tier: billed for compute (vCPU), memory (GB) and storage (GB) consumed by clusters, backup storage, and inference tokens for paid models.
Sources (2) →Sources ↓
- Redis Cloud Pricing ↗
“Pricing methodology On demand On demand On demand On demand, annual Data transfer Included in price, limited Included in price, limited Included in price, limited Usage based”
Read 2026-09-13 · official pricing · Report a correction
- Qdrant Cloud Pricing ↗
“Billing is calculated based on actual resource usage during the billing period. You're charged for compute (vCPU), memory (GB), storage (GB) consumed by your clusters, storage (GB) consumed by backups, and used inference tokens of paid models.”
Read 2026-09-11 · official pricing · Report a correction
Regions
- Redis Cloud
- 76 regions for Redis Cloud Pro — 34 AWS and 42 Google Cloud — and 38 for Essentials (20 AWS, 16 Google Cloud, 2 Azure). Counted from the per-provider tables on Redis's supported-regions page, which publishes the regions and no total; Redis Cloud Pro on Azure is delivered as Azure Managed Redis rather than listed here, and the page notes AWS me-central-1 is temporarily unavailable.
- Qdrant
- Standard and Premium tiers run on AWS, Azure and GCP.
Sources (2) →Sources ↓
- Supported Cloud providers and regions — Redis Cloud Docs ↗
“Redis Cloud supports databases in the following Amazon Web Services (AWS) regions. [...] Redis Cloud supports databases in the following Google Cloud regions. [...] Redis Cloud Essentials is available on the following Microsoft Azure regions:”
Read 2026-09-13 · official docs · Report a correction
- Qdrant Pricing ↗
“Cloud Providers Depends on chosen infrastructure AWS, Azure, GCP AWS, Azure, GCP AWS, Azure, GCP Uptime SLA 99.5 Single AZ: 99.9, Multi AZ: 99.95”
Read 2026-09-14 · official pricing · Report a correction
Similarity metrics supported
- Redis Cloud
- Cosine appears as the distance metric in Redis's own vector-field schema example. The page shows it in use and does not enumerate the other metrics, so this is not a list of what is supported.
- Qdrant
- Dot product, Cosine similarity (implemented as dot-product over automatically normalized vectors), Euclidean distance and Manhattan distance.
Sources (2) →Sources ↓
- Vector search — Redis Docs ↗
“algorithm: SCHEMA_VECTOR_FIELD_ALGORITHM. FLAT, dim: 384, distance_metric: 'COSINE', as: 'vector'”
Read 2026-09-14 · official docs · Report a correction
- Collections — Qdrant Docs ↗
“Qdrant supports these most popular types of metrics: Dot product: Dot - [wiki] Cosine similarity: Cosine - [wiki] Euclidean distance: Euclid - [wiki] Manhattan distance: Manhattan - [wiki] For search efficiency, Cosine similarity is implemented as dot-product over normalized vectors.”
Read 2026-09-14 · official docs · Report a correction
Metadata filtering
- Redis Cloud
- Supported — a vector KNN query can be combined with a pre-filter on other indexed fields in the same query.
- Qdrant
- Supported: conditions can be set on the payload and on the point id, combined with AND, OR and NOT clauses that nest arbitrarily.
Sources (2) →Sources ↓
- Redis vector search documentation ↗
“(@brand:trek)=>[KNN 50 @vector $query_vector]=>{$SHARD_K_RATIO: 0.4; $YIELD_DISTANCE_AS: similarity}”
Read 2026-09-11 · official docs · Report a correction
- Filtering — Qdrant Docs ↗
“With Qdrant, you can set conditions when searching or retrieving points. For example, you can impose conditions on both the payload and the id of the point. [...] Qdrant allows you to combine conditions in clauses. Clauses are different logical operations, such as OR, AND, and NOT. Clauses can be recursively nested into each other so that you can reproduce an arbitrary boolean expression.”
Read 2026-09-14 · official docs · Report a correction
SOC 2
- Redis Cloud
- Annual SOC 2 Type II (SSAE 18) audit by an independent third-party firm; Redis provides the report on written request, under confidentiality. Measures document applies to the Redis Cloud Services; last updated March 20, 2025.
- Qdrant
- SOC 2 Type 2 certified; compliance reports available on request through the Qdrant Trust Center.
Sources (2) →Sources ↓
- Redis Technical and Organizational Security Measures — Redis Legal Hub ↗
“At least annually, an independent, reputable, third-party firm will investigate and prepare a SSAE 18 Type II, specifically a SOC 2 Type II, compliance report and certification based on such investigations [...] Upon your written request, Redis will make a copy of this report available to you”
Read 2026-09-13 · official site · Report a correction
- Qdrant Security: Compliance, Isolation, and Encryption Across Every Deployment ↗
“Qdrant holds SOC 2 Type 2 and HIPAA certifications. Pull compliance reports directly from the Trust Center.”
Read 2026-09-13 · official site · Report a correction
HIPAA
- Redis Cloud
- Redis offers a HIPAA-compliant business associate agreement (BAA) for its HIPAA-secure Redis Cloud services.
- Qdrant
- HIPAA certified; a Business Associate Agreement is available for Qdrant Managed Cloud.
Sources (2) →Sources ↓
- Redis Trust Center — Certifications & Compliance, HIPAA ↗
“Redis offers a HIPAA-compliant business associate agreement (BAA) for our HIPAA-secure Redis Cloud services.”
Read 2026-09-13 · official site · Report a correction
- Qdrant Security: Compliance, Isolation, and Encryption Across Every Deployment ↗
“Qdrant is HIPAA certified and Business Associate Agreement is available for Qdrant Managed Cloud.”
Read 2026-09-13 · official site · Report a correction
GDPR / data residency
- Redis Cloud
- DPA incorporates the EU Standard Contractual Clauses; the customer controls which geographic region personal data resides in when configuring the service.
- Qdrant
- DPA offered for GDPR; cluster data is stored only in the cluster's deployment region.
Sources (2) →Sources ↓
- Data Processing Addendum — Redis Legal Hub ↗
“standard contractual clauses for the transfer of personal data to third countries pursuant to the Commission Implementing Decision (EU) 2021/914 of 4 June 2021 [...] Customer controls the geographic regions in which Personal Data resides when configuring the Services.”
Read 2026-09-13 · official site · Report a correction
- Qdrant Security: Compliance, Isolation, and Encryption Across Every Deployment ↗
“Data in Qdrant clusters stored only in the cluster's deployment region. [...] For deployments subject to GDPR, Qdrant provides a Data Processing Agreement covering data protection and privacy commitments.”
Read 2026-09-13 · official site · Report a correction
Encryption at rest
- Redis Cloud
- Redis Cloud deployments are always encrypted at rest — encrypted EBS volumes on AWS, and disk encryption by default on Google Cloud and Azure. Docs say always; the plan comparison table lists encryption at rest only under Redis Cloud Pro.
- Qdrant
- All storage volumes in Qdrant Managed Cloud are encrypted at rest; data in transit is protected with TLS.
Sources (2) →Sources ↓
- Encryption at rest — Redis Cloud Docs ↗
“Redis Cloud deployments are always encrypted at rest. [...] Persistent data is written to encrypted EBS volumes. [...] All data written to disk on Google Cloud-based Redis Cloud deployments is encrypted by default.”
Read 2026-09-13 · official docs · Report a correction
- Qdrant Cloud Security - Qdrant documentation ↗
“All storage volumes are encrypted at rest.”
Read 2026-09-13 · official docs · Report a correction
Role-based access control
- Redis Cloud
- RBAC is configured in the Redis Cloud console: named Redis ACLs are grouped into roles spanning databases, and roles are assigned to database users. Some Redis ACL subcommands (ACL SETUSER, DELUSER, LOAD, SAVE, LOG, GENPASS) are not supported.
- Qdrant
- Built-in RBAC in the Qdrant Cloud Management Console, with permissions manageable at collection level.
Sources (2) →Sources ↓
- Enable Role-based access control — Redis Cloud Docs ↗
“In Redis Cloud, you configure RBAC using the Redis Cloud console. [...] Each role consists of a set of permissions for one or more Redis Cloud databases.”
Read 2026-09-13 · official docs · Report a correction
- Qdrant Security: Compliance, Isolation, and Encryption Across Every Deployment ↗
“Qdrant Cloud lets you manage permissions for cloud resources at the collection-level inside the Qdrant Cloud Management Cloud Console.”
Read 2026-09-13 · official site · Report a correction
Private networking / VPC
- Redis Cloud
- AWS PrivateLink exposes the database as a VPC endpoint service inside your own VPC; available only with Redis Cloud Pro, not supported on Essentials. VPC peering, AWS Transit Gateway and Google Private Service Connect are the other options, also Pro only.
- Qdrant
- Private link connectivity from a Managed Cloud cluster to your VPC, available to Premium tier customers only.
Sources (2) →Sources ↓
- Connect to Amazon Web Services PrivateLink — Redis Cloud Docs ↗
“With AWS PrivateLink, Redis Cloud exposes a VPC endpoint service that you connect to as a consumer from your own VPC. [...] It is not supported for Redis Cloud Essentials.”
Read 2026-09-13 · official docs · Report a correction
- Qdrant Security: Compliance, Isolation, and Encryption Across Every Deployment ↗
“Connect your Qdrant Managed Cloud cluster to your VPC using private links, so traffic between your application and the cluster travels over your private network. Private link connectivity is available to Premium customers.”
Read 2026-09-13 · official site · Report a correction
Dedicated infrastructure
- Redis Cloud
- Redis Cloud Pro is hosted in dedicated VPCs, with single- or multi-AZ high availability, Active-Active, clustering and configurable backups. The pricing page calls Essentials a shared deployment and Pro a dedicated cloud deployment.
- Qdrant
- Paid Managed Cloud clusters run on their own dedicated resources, isolated in hardened, unprivileged containers.
Sources (2) →Sources ↓
- Manage subscriptions — Redis Cloud Docs ↗
“Redis Cloud Pro supports more databases, larger databases, greater throughput, and no fixed database-level connection limit compared to Redis Cloud Essentials. [...] Hosted in dedicated VPCs, they feature high-availability in a single or multi-AZ, Active-Active, clustering, data persistence, and configurable backups.”
Read 2026-09-13 · official docs · Report a correction
- Qdrant Cloud Security - Qdrant documentation ↗
“Paid clusters are running on their own dedicated resources to ensure stable performance and further security.”
Read 2026-09-13 · official docs · Report a correction
When these numbers change, hear about it. Sources are re-checked monthly; a repricing goes out as a short note.
Documented by only one.
These criteria are published by one provider and not the other. An absence here means we have not found a source, not that the feature is missing — except where we say we read the other provider's own page on a given date and it does not state it. Those rows lean, and the provider can correct them with a link.
Questions this comparison answers.
Entry paid plan: Redis Cloud or Qdrant?
Redis Cloud: Essentials: from $0.007/hour, $5/month total. 250 MB-100 GB RAM and SSD, single DB.
Qdrant: Smallest paid Managed Cloud cluster (1 node, 0.5 vCPU, 2 GiB RAM, 8 GiB disk) on AWS us-east-1: $0.03566/hour, about $26.10/month, per Qdrant's own Cloud pricing calculator. Calculator estimate for AWS us-east-1; VAT excluded and expressly not a binding offer.
Should I choose Redis Cloud or Qdrant?
Pick Redis Cloud if Teams that want Redis from the company that maintains it, with an on-demand hourly Essentials tier cheap enough to run a small production workload without committing to a fixed plan.
Pick Qdrant if Teams that want a choice of similarity metric rather than one fixed default, or that want the option to self-host the same open-source engine the managed cloud runs.

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