Pinecone vs Weaviate
SEPT 2026 auditA comparison of Pinecone and Weaviate built from values read directly from each provider's own documentation, with the source recorded against every figure.
The short answer
Choose Pinecone if…
Teams that want a fully managed vector search product with hybrid search and metadata filtering built in, and don't want to operate the underlying index themselves.
Editorial · Palash Bagchi · approved
Choose Weaviate if…
Teams that want hybrid search included on every tier without an add-on, or that want an always-free cluster (not a time-limited trial) to build against before committing to a paid plan.
Editorial · Palash Bagchi · approved
Consider something else if…
- Pinecone: Cost predictability at small scale matters more than managed convenience — the $50/month Standard minimum applies before any pay-as-you-go usage starts.
- Weaviate: Predictable flat pricing matters more than granular control — per-dimension consumption billing means cost scales with embedding choices in a way a flat per-month plan doesn't.
Neither quite fits? Every other option, ranked by iScore: Pinecone alternatives · Weaviate alternatives
21 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.
Pinecone 0
Weaviate 0
At a glance.
| Criterion | Pinecone | Weaviate |
|---|---|---|
| Pricing | ||
| Free tier | Yes | Yes |
| Kind of free offer | Free tier | Always free |
| What the free plan includes | A first index at no charge, then pay-as-you-go. Pinecone no longer publishes the Starter tier's storage and unit limits on this page. | One fully managed cluster per user, free forever and with no credit card, upgradable to paid at any time. |
| Entry paid plan | Builder plan: $20/month flat, for solo developers and small teams. Standard plan is usage-based with a $50/month minimum. | Flex tier starts at $45/month, pay-as-you-go, no commitment. |
| Pricing model | Usage-based on the Standard plan, with a $50/month minimum before pay-as-you-go charges apply. | Consumption-based, charged on total vector dimensions stored plus storage, backups and optional AI services. Flex pricing starts around $0.00465 per 1M dimensions. |
| Infrastructure | ||
| Regions | Starter is AWS us-east-1 only. Builder, Standard and Enterprise get all available regions across AWS, Azure and GCP. | Free: AWS, 2 regions. Flex and Premium shared: GCP and AWS, 7 regions. Premium dedicated: GCP, AWS and Azure, roughly 40 regions. |
| Uptime SLA | 99.95%, listed only against Enterprise (from $500/month minimum usage). Starter, Builder and Standard publish no uptime SLA. | Best effort on Free; 99.5% on Flex; 99.9% on Premium shared; 99.95% on Premium dedicated. |
| Vector | ||
| Max vector dimensions | Up to 20000 dimensions per dense vector field (minimum 1), per the create-index schema in API version 2026-07. | 65,535 dimensions maximum per embedding vector in Weaviate Database, because the embedding is stored using uint16. Stated for Weaviate Database generally; the FAQ gives no separate Weaviate Cloud cap. |
| Similarity metrics supported | cosine, dotproduct or euclidean, chosen per dense vector field when the index is created. | cosine (the default), dot, l2-squared, hamming and manhattan, set per vector index in vectorIndexConfig; the HFresh index supports only cosine and l2-squared. |
| Hybrid search (vector + keyword) | Supported — combine a keyword signal (BM25 or sparse) with a dense signal at query time, often with reranking. | Supported across all plans. |
| Metadata filtering | Supported — Pinecone indexes metadata so a query can include a metadata filter to limit the search. | Filtered vector search combines vector search with structured, scalar filters, implemented as pre-filtering rather than post-filtering. |
| Support | ||
| Support on entry paid plan | Community support via Discord on Starter; free support on Builder, the entry paid plan. | Email support on every tier including Free. Phone and Slack support start at Premium; a technical account team is an add-on there. |
| Response time commitment | Not included on any plan: response SLAs are sold separately as a Developer or Pro support add-on. | Severity 1: none on Free, one business day on Flex, 4 hours on Premium shared, 1 hour on Premium dedicated. No comparable number, because a business day is not a fixed span. |
| Compliance | ||
| SOC 2 | SOC 2 Type II, audited annually, covering security, availability and confidentiality controls. | SOC 2 Type II, independently audited via Drata; Weaviate Cloud is SOC 2 audited and the report is in the trust portal. |
| ISO 27001 | ISO 27001:2022 certified; annual surveillance audit completed and certification reported as fully active. From the Trust Center updates feed, posted April 1, 2026. | ISMS certified against ISO 27001, stated in the technical and organisational measures of the Data Processing Agreement. |
| HIPAA | HIPAA: BAA available on request for covered entities and business associates. | HIPAA compliant on Enterprise Cloud (AWS); in the plan comparison table HIPAA is marked available only on the Premium dedicated column. |
| GDPR / data residency | GDPR: data processing agreements, EU data residency and right-to-erasure support. | DPA: customer-selected cloud provider and hosting region are not changed without written consent; EEA transfers rely on EU standard contractual clauses. |
| Encryption at rest | Stored data encrypted with the 256-bit Advanced Encryption Standard (AES-256). | AES-256 or equivalent at rest and TLS 1.2+ in transit; keys managed in cloud-provider KMS (AWS, GCP, Azure). |
| Customer-managed keys | CMEK using keys you manage in AWS KMS on Pinecone-managed projects; requires a Pinecone Enterprise plan. | Encrypted volumes with customer keys listed only for the Premium dedicated plan; not available on Free, Flex or Premium shared. Plan table columns are Free, Flex, Premium shared, Premium dedicated. |
| Role-based access control | Role-based access control over users, service accounts and API keys; roles managed in the console or via the Admin API. | RBAC included on every Weaviate Cloud plan including Free; SSO/SAML only from Premium upward. |
| Private networking / VPC | Private Endpoints via AWS PrivateLink or Azure Private Link, up to 10 per project; requires a Pinecone Enterprise plan. | PrivateLink (AWS) listed only for the Premium dedicated plan; not available on Free, Flex or Premium shared. |
| Dedicated infrastructure | Dedicated reserved-compute deployment, plus BYOC: a privately managed Pinecone region inside your own AWS, Azure or Google Cloud account. | Dedicated Cloud is a managed deployment on single-tenant infrastructure with no noisy neighbors, offered as the Premium plan's dedicated option. |
Where they differ.
Kind of free offer
- Pinecone
- Free tier
- Weaviate
- Always free
Sources (2) →Sources ↓
- Pinecone Pricing ↗
“Starter For trying out and for small applications. Start for Free Free [...] Database Storage Up to 2 GB Up to 10 GB Unlimited $0.33/GB/mo”
Read 2026-09-14 · official pricing · Report a correction
- Weaviate Pricing ↗
“free forever $0 /mo no credit card required a fully managed ai database to explore weaviate features.”
Read 2026-09-13 · official pricing · Report a correction
What the free plan includes
- Pinecone
- A first index at no charge, then pay-as-you-go. Pinecone no longer publishes the Starter tier's storage and unit limits on this page.
- Weaviate
- One fully managed cluster per user, free forever and with no credit card, upgradable to paid at any time.
Sources (2) →Sources ↓
- Pinecone Pricing ↗
“Create your first index for free, then pay as you go when you're ready to scale.”
Read 2026-09-13 · official pricing · Report a correction
- Weaviate Pricing ↗
“always free - 1 cluster per user, upgrade to paid anytime.”
Read 2026-09-13 · official pricing · Report a correction
Entry paid plan
- Pinecone
- Builder plan: $20/month flat, for solo developers and small teams. Standard plan is usage-based with a $50/month minimum.
- Weaviate
- Flex tier starts at $45/month, pay-as-you-go, no commitment.
Sources (2) →Sources ↓
- Pinecone Pricing ↗
“Builder NEW For solo developers and small teams. Get Started $20/month flat [...] Standard POPULAR For production applications at any scale. Start Free Trial $50/month min. usage You'll be charged a minimum of $50/month. Once your usage exceeds this amount, you'll pay as you go.”
Read 2026-09-13 · official pricing · Report a correction
- Weaviate Cloud Pricing ↗
“Flex: Starts at $45/mo. Pay-as-you-go, monthly, no commitment.”
Read 2026-09-11 · official pricing · Report a correction
Pricing model
- Pinecone
- Usage-based on the Standard plan, with a $50/month minimum before pay-as-you-go charges apply.
- Weaviate
- Consumption-based, charged on total vector dimensions stored plus storage, backups and optional AI services. Flex pricing starts around $0.00465 per 1M dimensions.
Sources (2) →Sources ↓
- Pinecone Pricing ↗
“You'll be charged a minimum of $50/month. Once your usage exceeds this amount, you'll pay as you go.”
Read 2026-09-11 · official pricing · Report a correction
- Weaviate Cloud Pricing ↗
“Why is pricing based on the total number of vector dimensions? [...] You are also billed for persistent and backup storage of objects and their embeddings. [...] Vector dimensions Free from $0.00465 / 1M”
Read 2026-09-13 · official pricing · Report a correction
Regions
- Pinecone
- Starter is AWS us-east-1 only. Builder, Standard and Enterprise get all available regions across AWS, Azure and GCP.
- Weaviate
- Free: AWS, 2 regions. Flex and Premium shared: GCP and AWS, 7 regions. Premium dedicated: GCP, AWS and Azure, roughly 40 regions.
Sources (2) →Sources ↓
- Pinecone Pricing ↗
“Cloud Availability AWS AWS, Azure, GCP AWS, Azure, GCP AWS, Azure, GCP Region Availability us-east-1 All available regions All available regions All available regions”
Read 2026-09-14 · official pricing · Report a correction
- Weaviate Pricing ↗
“Cloud availability Cloud service provider AWS GCP, AWS GCP, AWS GCP, AWS, Azure Regions Limited (2) Limited (7) Limited (7) All (~40)”
Read 2026-09-14 · official pricing · Report a correction
Uptime SLA
- Pinecone
- 99.95%, listed only against Enterprise (from $500/month minimum usage). Starter, Builder and Standard publish no uptime SLA.
- Weaviate
- Best effort on Free; 99.5% on Flex; 99.9% on Premium shared; 99.95% on Premium dedicated.
Sources (2) →Sources ↓
- Pinecone Pricing ↗
“everything in Standard 99.95% uptime SLA Bring Your Own Cloud (BYOC) Private Endpoints Customer Managed Encryption Keys”
Read 2026-09-14 · official pricing · Report a correction
- Weaviate Pricing ↗
“SLAs Availability Best effort 99.5% 99.9% 99.95%”
Read 2026-09-14 · official pricing · Report a correction
Max vector dimensions
- Pinecone
- Up to 20000 dimensions per dense vector field (minimum 1), per the create-index schema in API version 2026-07.
- Weaviate
- 65,535 dimensions maximum per embedding vector in Weaviate Database, because the embedding is stored using uint16. Stated for Weaviate Database generally; the FAQ gives no separate Weaviate Cloud cap.
Sources (2) →Sources ↓
- Create an index - Pinecone Database API reference (2026-07) ↗
“description: The number of dimensions in the dense vectors stored in this field. type: integer format: int32 minimum: 1 maximum: 20000”
Read 2026-09-13 · official docs · Report a correction
- FAQ | Weaviate Documentation ↗
“What is the maximum number of vector dimensions for embeddings? [...] As the embedding is currently stored using [...] the maximum possible length is currently 65535.”
Read 2026-09-13 · official docs · Report a correction
Similarity metrics supported
- Pinecone
- cosine, dotproduct or euclidean, chosen per dense vector field when the index is created.
- Weaviate
- cosine (the default), dot, l2-squared, hamming and manhattan, set per vector index in vectorIndexConfig; the HFresh index supports only cosine and l2-squared.
Sources (2) →Sources ↓
- Create an index - Pinecone Database API reference (2026-07) ↗
“The distance metric used for similarity search. Possible values: `cosine`, `dotproduct`, or `euclidean`.”
Read 2026-09-13 · official docs · Report a correction
- Distance metrics | Weaviate Documentation ↗
“If not specified explicitly, the default distance metric in Weaviate is [...] l2-squared The squared euclidean distance between two vectors. [...] manhattan The distance between two vector dimensions measured along axes at right angles.”
Read 2026-09-13 · official docs · Report a correction
Hybrid search (vector + keyword)
- Pinecone
- Supported — combine a keyword signal (BM25 or sparse) with a dense signal at query time, often with reranking.
- Weaviate
- Supported across all plans.
Sources (2) →Sources ↓
- Pinecone documentation ↗
“To get the best of both, use hybrid search — combine a keyword signal (BM25 or sparse) with a dense signal at query time, often with reranking.”
Read 2026-09-11 · official docs · Report a correction
- Weaviate Cloud Pricing ↗
“Hybrid search ✓ ✓ ✓ ✓ Backup retention × 7 days 30 days 45 days”
Read 2026-09-13 · official pricing · Report a correction
Metadata filtering
- Pinecone
- Supported — Pinecone indexes metadata so a query can include a metadata filter to limit the search.
- Weaviate
- Filtered vector search combines vector search with structured, scalar filters, implemented as pre-filtering rather than post-filtering.
Sources (2) →Sources ↓
- Pinecone documentation ↗
“Pinecone indexes metadata for filtering, so a query can include a metadata filter to limit the search.”
Read 2026-09-11 · official docs · Report a correction
- Filtering | Weaviate Documentation ↗
“Weaviate provides powerful filtered vector search capabilities, allowing you to combine vector searches with structured, scalar filters. [...] Filtered vector search in Weaviate is based on the concept of pre-filtering.”
Read 2026-09-13 · official docs · Report a correction
Support on entry paid plan
- Pinecone
- Community support via Discord on Starter; free support on Builder, the entry paid plan.
- Weaviate
- Email support on every tier including Free. Phone and Slack support start at Premium; a technical account team is an add-on there.
Sources (2) →Sources ↓
- Pinecone Pricing ↗
“Community Support via Discord [...] Prometheus and Datadog monitoring Includes Free support Response SLAs available via Developer or Pro support add-on”
Read 2026-09-14 · official pricing · Report a correction
- Weaviate Pricing ↗
“Support / onboarding Email support ✓ ✓ ✓ ✓ Phone support × × ✓ ✓ Slack support × × ✓ ✓ Technical account team × × add-on add-on”
Read 2026-09-14 · official pricing · Report a correction
Response time commitment
- Pinecone
- Not included on any plan: response SLAs are sold separately as a Developer or Pro support add-on.
- Weaviate
- Severity 1: none on Free, one business day on Flex, 4 hours on Premium shared, 1 hour on Premium dedicated. No comparable number, because a business day is not a fixed span.
Sources (2) →Sources ↓
- Pinecone Pricing ↗
“Response SLAs available via Developer or Pro support add-on”
Read 2026-09-14 · official pricing · Report a correction
- Weaviate Pricing ↗
“Severity 1 response time [...] 1 business day 4-hours 1-hour”
Read 2026-09-14 · official pricing · Report a correction
SOC 2
- Pinecone
- SOC 2 Type II, audited annually, covering security, availability and confidentiality controls.
- Weaviate
- SOC 2 Type II, independently audited via Drata; Weaviate Cloud is SOC 2 audited and the report is in the trust portal.
Sources (2) →Sources ↓
- Pinecone Enterprise - Trusted Knowledge Infrastructure ↗
“SOC 2 Type II Annual audits. Controls for security, availability, and confidentiality.”
Read 2026-09-13 · official site · Report a correction
- Vector Database Pricing | Weaviate ↗
“SOC2 SOC 2 Type II independently audited via Drata. See our Trust Portal. [...] Is Weaviate Cloud SOC 2 / HIPAA compliant? + Yes. Weaviate Cloud is SOC 2 audited, and Enterprise Cloud on AWS is HIPAA compliant. See the Trust Portal for details.”
Read 2026-09-13 · official pricing · Report a correction
ISO 27001
- Pinecone
- ISO 27001:2022 certified; annual surveillance audit completed and certification reported as fully active. From the Trust Center updates feed, posted April 1, 2026.
- Weaviate
- ISMS certified against ISO 27001, stated in the technical and organisational measures of the Data Processing Agreement.
Sources (2) →Sources ↓
- Pinecone Trust and Security Center ↗
“We are thrilled to announce that Pinecone has successfully completed our annual ISO 27001:2022 surveillance audit, ensuring our certification remains fully active!”
Read 2026-09-13 · official site · Report a correction
- Weaviate Data Processing Agreement | Weaviate ↗
“Weaviate maintains a formal Information Security Management System (ISMS) certified against ISO 27001, covering governance, risk management, and compliance functions.”
Read 2026-09-13 · official site · Report a correction
HIPAA
- Pinecone
- HIPAA: BAA available on request for covered entities and business associates.
- Weaviate
- HIPAA compliant on Enterprise Cloud (AWS); in the plan comparison table HIPAA is marked available only on the Premium dedicated column.
Sources (2) →Sources ↓
- Pinecone Enterprise - Trusted Knowledge Infrastructure ↗
“HIPAA BAA available on request for covered entities and business associates.”
Read 2026-09-13 · official site · Report a correction
- Vector Database Pricing | Weaviate ↗
“HIPAA HIPAA compliant available on Enterprise Cloud (AWS) for regulated healthcare workloads. [...] HIPAA compliant × × × ✓”
Read 2026-09-13 · official pricing · Report a correction
GDPR / data residency
- Pinecone
- GDPR: data processing agreements, EU data residency and right-to-erasure support.
- Weaviate
- DPA: customer-selected cloud provider and hosting region are not changed without written consent; EEA transfers rely on EU standard contractual clauses.
Sources (2) →Sources ↓
- Pinecone Enterprise - Trusted Knowledge Infrastructure ↗
“GDPR Data processing agreements, EU data residency, and right-to-erasure support.”
Read 2026-09-13 · official site · Report a correction
- Weaviate Data Processing Agreement | Weaviate ↗
“the data processor agrees not to change the customer-selected cloud provider or hosting region without the customer [...] rely on EU approved standard contractual clauses for the transfer of personal data.”
Read 2026-09-13 · official site · Report a correction
Encryption at rest
- Pinecone
- Stored data encrypted with the 256-bit Advanced Encryption Standard (AES-256).
- Weaviate
- AES-256 or equivalent at rest and TLS 1.2+ in transit; keys managed in cloud-provider KMS (AWS, GCP, Azure).
Sources (2) →Sources ↓
- Security overview - Pinecone Docs ↗
“Pinecone encrypts stored data using the 256-bit Advanced Encryption Standard (AES-256) encryption algorithm.”
Read 2026-09-13 · official docs · Report a correction
- Weaviate Data Processing Agreement | Weaviate ↗
“Encryption at rest: Customer and sensitive data are encrypted using AES-256 or equivalent standards. Encryption in transit: TLS 1.2+ is enforced for all external and internal communications. Encryption keys are managed securely using cloud provider KMS (AWS, GCP, Azure).”
Read 2026-09-13 · official site · Report a correction
Customer-managed keys
- Pinecone
- CMEK using keys you manage in AWS KMS on Pinecone-managed projects; requires a Pinecone Enterprise plan.
- Weaviate
- Encrypted volumes with customer keys listed only for the Premium dedicated plan; not available on Free, Flex or Premium shared. Plan table columns are Free, Flex, Premium shared, Premium dedicated.
Sources (2) →Sources ↓
- Configure CMEK - Pinecone Docs ↗
“CMEK allows you to encrypt your data using keys that you manage in your cloud provider's key management system (KMS). Pinecone supports CMEK using Amazon Web Services (AWS) KMS. [...] A Pinecone Enterprise plan”
Read 2026-09-13 · official docs · Report a correction
- Vector Database Pricing | Weaviate ↗
“Plan Free Flex Premium shared dedicated [...] Encrypted volumes (customer keys) × × × ✓”
Read 2026-09-13 · official pricing · Report a correction
Role-based access control
- Pinecone
- Role-based access control over users, service accounts and API keys; roles managed in the console or via the Admin API.
- Weaviate
- RBAC included on every Weaviate Cloud plan including Free; SSO/SAML only from Premium upward.
Sources (2) →Sources ↓
- Security overview - Pinecone Docs ↗
“Pinecone uses role-based access controls (RBAC) to manage access to resources. Service accounts, API keys, and users are all principals [...] You can manage roles in the Pinecone console or programmatically with the Admin API.”
Read 2026-09-13 · official docs · Report a correction
- Vector Database Pricing | Weaviate ↗
“Security RBAC ✓ ✓ ✓ ✓ SSO / SAML × × ✓ ✓ [...] ✓ Baseline security with RBAC.”
Read 2026-09-13 · official pricing · Report a correction
Private networking / VPC
- Pinecone
- Private Endpoints via AWS PrivateLink or Azure Private Link, up to 10 per project; requires a Pinecone Enterprise plan.
- Weaviate
- PrivateLink (AWS) listed only for the Premium dedicated plan; not available on Free, Flex or Premium shared.
Sources (2) →Sources ↓
- Configure Private Endpoints - Pinecone Docs ↗
“This page describes how to create and use Private Endpoints to connect to Pinecone through AWS PrivateLink or Azure Private Link, keeping your traffic private from the public internet. [...] A Pinecone Enterprise plan [...] Private Endpoints are configured at the project-level and you can add up to 10 endpoints per project.”
Read 2026-09-13 · official docs · Report a correction
- Vector Database Pricing | Weaviate ↗
“Plan Free Flex Premium shared dedicated [...] PrivateLink (AWS) × × × ✓”
Read 2026-09-13 · official pricing · Report a correction
Dedicated infrastructure
- Pinecone
- Dedicated reserved-compute deployment, plus BYOC: a privately managed Pinecone region inside your own AWS, Azure or Google Cloud account.
- Weaviate
- Dedicated Cloud is a managed deployment on single-tenant infrastructure with no noisy neighbors, offered as the Premium plan's dedicated option.
Sources (2) →Sources ↓
- Pinecone Enterprise - Trusted Knowledge Infrastructure ↗
“Dedicated Reserved compute for predictable performance. Ideal for consistent throughput requirements. [...] BYOC Database A privately managed Pinecone region inside your own AWS, Azure, or Google Cloud account. Data never leaves your VPC”
Read 2026-09-13 · official site · Report a correction
- Enterprise AI Database | Weaviate ↗
“Dedicated Cloud A professionally managed AI database on single-tenant infrastructure. Consistent performance with no noisy neighbors, backed by SOC 2 and HIPAA compliance.”
Read 2026-09-13 · official site · 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: Pinecone or Weaviate?
Pinecone: Builder plan: $20/month flat, for solo developers and small teams. Standard plan is usage-based with a $50/month minimum.
Weaviate: Flex tier starts at $45/month, pay-as-you-go, no commitment.
Should I choose Pinecone or Weaviate?
Pick Pinecone if Teams that want a fully managed vector search product with hybrid search and metadata filtering built in, and don't want to operate the underlying index themselves.
Pick Weaviate if Teams that want hybrid search included on every tier without an add-on, or that want an always-free cluster (not a time-limited trial) to build against before committing to a paid plan.

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