Альтернативы Pinecone 2026
Pinecone — первый managed vector DB (2019). $70/мес starter, serverless model с 2024. Альтернативы 2026: Qdrant Cloud ($25 starter, Rust backend, faster), Weaviate Cloud ($25, hybrid search), Milvus / Zilliz ($65), Upstash Vector (serverless cheap), pgvector (Postgres extension, free), Supabase Vector (PostgREST + pgvector).
Ниже: обзор конкурента, сравнение, когда выбрать, FAQ.
О конкуренте
Pinecone launched 2019. Serverless pricing с 2024: $0.33 per 1M read / $4 per 1M write units + storage. Total valuation $1B+ (2023). Production-ready но expensive для small projects.
Enterno.io vs конкурент — сравнение
| Возможность | Enterno.io | Конкурент |
|---|---|---|
| Managed / self-host | N/A | Managed only |
| ANN performance | N/A | ✅ Good |
| Hybrid search | N/A | ⚠️ Basic |
| Metadata filtering | N/A | ✅ |
| Free tier | ✅ | ⚠️ Starter $25+ |
| Monitor endpoint uptime | ✅ | ❌ |
| Price (100k vectors, 1 GB) | Free | $25-70/мес |
Когда выбрать
- Managed, no-ops priority — Pinecone
- Faster + cheaper managed — Qdrant Cloud
- Hybrid search critical — Weaviate
- Serverless, pay-per-use — Upstash Vector
- Self-host Docker — Qdrant / Weaviate / Milvus
- Single-DB simplicity — pgvector (Postgres) / Supabase Vector
- Monitor vector DB endpoint uptime — Enterno
Больше по теме
Часто задаваемые вопросы
Pinecone expensive?
Да, $70/мес минимум для production + serverless charges. Qdrant Cloud $25 starter или self-host $5/мес VPS — 10x cheaper.
Migration из Pinecone?
Export vectors через describe_index_stats + fetch API. Import в Qdrant через batch upsert. ~1 час для 1M vectors.
pgvector достаточен?
Для <1M vectors + simple use cases — да. Single DB = simplicity + transactional consistency. >10M → dedicated vector DB.
Monitor endpoint?
<a href="/check">Enterno HTTP</a> для api.pinecone.io. <a href="/monitors">Monitor</a> + alerts на downtime.