# Pinecone vs Vald

**Leader by Vioscale score:** Pinecone

| Attribute | Pinecone | Vald |
|---|---|---|
| **Vioscale score** | 76.7 (72% (medium)) | 48.4 (36% (low)) |
| activity.commits_last_30d | - | 18 |
| adoption.dependent_repos | - | 1 |
| adoption.github_stars | - | 1,718 |
| deployment.options | `{"cloud":true,"hybrid":true,"self_hosted":true}` | `{"cloud":true,"self_hosted":true}` |
| description.long | A fully managed platform that indexes and searches high-dimensional vector data, enabling AI applications to rapidly retrieve relevant information from large datasets without infrastructure overhead. | Vald is a cloud-native vector search platform running on Kubernetes that uses NGT for efficient nearest-neighbor search. It provides automatic indexing and backups, index replication across distributed agents, and horizontal scaling to handle billions of vectors. |
| features.capabilities | `{"deployment":"managed","serverless":true,"consistency":"eventual","storage_tier":"tiered","hybrid_search":true,"licence_class":"proprietary","multi_tenancy":true,"product_class":"dedicated_dbms","horizontal_scale":"sharded_distributed","metadata_filtering":"post_filter"}` | `{"ann_index":"NGT","deployment":"self_hosted","storage_tier":"disk_backed","product_class":"dedicated_dbms","horizontal_scale":"sharded_distributed"}` |
| integrations.count | 4 | - |
| integrations.list | `[{"name":"Azure OpenAI"},{"name":"GitHub CoPilot"},{"name":"Azure Marketplace"},{"name":"Microsoft Marketplace"}]` | - |
| language.primary | - | Go |
| license.spdx | - | Apache-2.0 |
| market.availability | `{"hqCountry":"US","primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | - |
| platform.support | `{"cli":true,"web":true}` | - |
| pricing | `{"type":"hybrid","plans":[{"free":true,"name":"Free","summary":"Free tier","features":["Single P1 pod","Production-ready","Secure","Fully managed"],"components":[{"kind":"fixed","amount":0,"period":"month","currency":"USD"}],"description":"Single P1 pod suitable for prototyping and small workloads","contactSales":false,"includedLimits":{"vectors":"~1000000","query_latency_p99":"~100ms"}},{"free":false,"name":"Standard","summary":"$0.070/hour (P1) or $0.075/hour (S1 storage-optimized) per pod","features":["Configurable pod types and count","Adjustable replicas","Priority support (24-hour response)","Multi-AZ deployment"],"components":[{"per":{"qty":1,"unit":"P1 pod per hour"},"kind":"metered","amount":0.07,"currency":"USD"},{"per":{"qty":1,"unit":"S1 pod per hour"},"kind":"metered","amount":0.075,"currency":"USD"}],"description":"Scalable option with choice of P1 performance or S1 storage-optimized pods","contactSales":false},{"free":false,"name":"Dedicated","summary":"Custom pricing","features":["Dedicated cluster","Dedicated GCP or AWS environment","Any region deployment","High-priority support (4-hour response)","Multi-AZ with hands-off resilience"],"description":"Custom deployment for large-scale or specialized compliance and deployment requirements","contactSales":true}],"summary":"Free tier with single P1 pod. Metered usage: $0.070-0.075/hour per pod for Standard plans.","currency":"USD","freeTier":true,"sourceUrl":"https://www.pinecone.io/blog/v2-pricing/","retrievedAt":"2026-08-14T12:15:19.568Z","startingPrice":{"amount":0.07,"period":"month","currency":"USD"},"billingPeriods":["month"]}` | - |
| pricing.free_tier | yes | - |
| pricing.model | freemium | - |
| pricing.price_level | low | - |
| pricing.transparent | yes | - |
| release.cadence_days | - | 51 |
| release.history | - | `[{"url":"https://github.com/vdaas/vald/releases/tag/v1.8.0","date":"2026-08-26T06:00:26Z","type":"stable","version":"v1.8.0"},{"url":"https://github.com/vdaas/vald/releases/tag/v1.7.17","date":"2025-07-04T09:40:18Z","type":"stable","version":"v1.7.17"},{"url":"https://github.com/vdaas/vald/releases/tag/v1.7.16","date":"2024-12-24T06:46:27Z","type":"stable","version":"v1.7.16"},{"url":"https://github.com/vdaas/vald/releases/tag/v1.7.15","date":"2024-12-05T04:29:43Z","type":"stable","version":"v1.7.15"},{"url":"https://github.com/vdaas/vald/releases/tag/v1.7.14","date":"2024-10-11T20:54:56Z","type":"stable","version":"v1.7.14"},{"url":"https://github.com/vdaas/vald/releases/tag/v1.7.13","date":"2024-08-06T14:18:35Z","type":"stable","version":"v1.7.13"},{"url":"https://github.com/vdaas/vald/releases/tag/v1.7.12","date":"2024-02-21T10:31:10Z","type":"stable","version":"v1.7.12"},{"url":"https://github.com/vdaas/vald/releases/tag/v1.7.11","date":"2024-02-15T07:32:33Z","type":"stable","version":"v1.7.11"},{"url":"https://github.com/vdaas/vald/releases/tag/v1.7.10","date":"2023-12-20T04:59:57Z","type":"stable","version":"v1.7.10"},{"url":"https://github.com/vdaas/vald/releases/tag/v1.7.9","date":"2023-12-06T06:16:23Z","type":"stable","version":"v1.7.9"},{"url":"https://github.com/vdaas/vald/releases/tag/v1.7.8","date":"2023-09-15T05:22:05Z","type":"stable","version":"v1.7.8"},{"url":"https://github.com/vdaas/vald/releases/tag/v1.7.7","date":"2023-09-14T07:44:31Z","type":"stable","version":"v1.7.7"},{"url":"https://github.com/vdaas/vald/releases/tag/v1.7.6","date":"2023-06-15T06:18:09Z","type":"stable","version":"v1.7.6"},{"url":"https://github.com/vdaas/vald/releases/tag/v1.7.5","date":"2023-04-25T02:42:31Z","type":"stable","version":"v1.7.5"},{"url":"https://github.com/vdaas/vald/releases/tag/v1.7.4","date":"2023-03-29T08:50:48Z","type":"stable","version":"v1.7.4"},{"url":"https://github.com/vdaas/vald/releases/tag/v1.7.3","date":"2023-03-13T03:50:01Z","type":"stable","version":"v1.7.3"},{"url":"https://github.com/vdaas/vald/releases/tag/v1.7.2","date":"2023-03-03T06:49:33Z","type":"stable","version":"v1.7.2"},{"url":"https://github.com/vdaas/vald/releases/tag/v1.7.1","date":"2023-02-09T05:42:37Z","type":"stable","version":"v1.7.1"},{"url":"https://github.com/vdaas/vald/releases/tag/v1.7.0","date":"2023-01-24T04:14:26Z","type":"stable","version":"v1.7.0"},{"url":"https://github.com/vdaas/vald/releases/tag/v1.6.3","date":"2022-10-19T07:07:35Z","type":"stable","version":"v1.6.3"}]` |
| reliability.sla_pct | 99.95 | - |
| reliability.status_page | yes | yes |
| security.gdpr | yes | - |
| security.hipaa | yes | - |
| security.iso27001 | yes | - |
| security.scorecard | - | 6.6 |
| security.soc2 | yes | - |
| security.vulnerabilities | - | `{"count":0,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=go&package_name=github.com%2Fvdaas%2Fvald&per_page=100","last_12m":0,"max_severity":null}` |

## Capabilities (Vector Databases)

| Capability | Pinecone | Vald |
|---|:--:|:--:|
| **Deployment** |  |  |
| Deployment | Managed | Self-hosted |
| Serverless / consumption pricing | ✓ | - |
| **Index** |  |  |
| ANN index (HNSW / IVF / DiskANN / ScaNN / flat) | - | NGT |
| Distance metrics (cosine / dot / Euclidean) | - | - |
| **Query** |  |  |
| Metadata filtering | Post-filter | - |
| Hybrid search (dense + sparse fusion) | ✓ | - |
| Built-in BM25 / lexical | - | - |
| **Storage** |  |  |
| Quantization | - | - |
| On-disk vs in-memory | Tiered | Disk-backed |
| **Scale** |  |  |
| Multi-tenancy (namespaces / collections / tenants) | ✓ | - |
| Horizontal scale | Sharded / distributed | Sharded / distributed |
| **Consistency** |  |  |
| Consistency | Eventual | - |
| **Licensing** |  |  |
| Licence class | Proprietary | - |
| **Classification** |  |  |
| Purpose-built vs feature-of-parent | Dedicated DBMS | Dedicated DBMS |

*Source: Vioscale. Generated 2026-09-01T17:34:34.225Z. "-" = undocumented, not absent.*