Kalkulator
Estimator Biaya Vector DB
Perkirakan biaya bulanan berdasarkan jumlah vektor, dimensi, dan query/hari.
Harga diperbarui:
AITOT Vector DB Cost Estimator membandingkan biaya bulanan di 9 provider — Pinecone Serverless/Pod, Qdrant Cloud, Weaviate Cloud, Milvus Cloud, Supabase pgvector, Turso, Chroma Cloud, dan self-hosted.
Masukkan vector count, dimensi embedding, dan queries per hari. Kalkulator surface storage, query, dan index overhead terpisah.
Toggle binary quantization (didukung Pinecone, Qdrant, Milvus) untuk lihat kompresi storage 32×. Vector 1536-dim kompres dari 6KB ke 192 byte.
Termurah
Turbopuffer · Object-store backed
Ukuran terindeks: 6.29 GB (Ukuran mentah: 5.72 GB)
$4.98
/bulan
| Provider | Penyimpanan | Baca | Tulis | Total / bulan |
|---|---|---|---|---|
| TurbopufferObject-store backed S3-backed; cold reads slower but radically cheaper at scale | $0.25 | $4.50 | $0.22 | $4.98 |
| LanceDB CloudStandard | $0.69 | $6.00 | $0.30 | $6.99 |
| Zilliz / MilvusServerless 5M free vectors; pay-as-you-go above | $1.49 | $10.50 | $0.53 | $12.51 |
| Weaviate CloudServerless Serverless: per-million-vector + per-query | $0.32 | $7.50 | $0.38 | $25.00minimum |
| Supabase pgvectorPro (8GB included) Bundled with Postgres compute; query cost folded into DB hours | $1.07 | — | — | $25.00minimum |
| PineconeServerless (s1) us-east-1; reads billed in Read Units (1 RU ≈ 1 query × 1KB result). Standard plan $50/mo min usage. | $2.64 | $24.00 | $0.60 | $27.24 |
| MongoDB AtlasM10 + Vector Search Vector search included with Atlas tier | $2.00 | — | — | $57.00minimum |
| Qdrant CloudHybrid Cloud (1×1GB) Per-node billing ~$76/node; small nodes hold ~30 GB indexed | $18.60 | — | — | $76.00minimum |
| PineconePod (p1.x1) 1 pod ≈ 5M 768-dim vectors; scale by adding pods (~$70/pod-mo) | $112.15 | — | — | $112.15 |
Overhead index dan harga bervariasi per region. Kuantisasi (int8/binary) menukar recall dengan biaya — selalu benchmark sebelum deploy.
Yang dilakukan kalkulator ini
9 vector DB dibandingkan
Pinecone Serverless + Pod, Qdrant, Weaviate, Milvus, Supabase pgvector, Turso, Chroma, self-host.
Binary quantization
Toggle untuk 32× kompresi storage.
Scaling dimensi
Lihat 1536 vs 3072 dimensi pengaruhi storage + query cost.
Storage + query split
Biaya dipisah jadi index storage, query operations, metadata.
Break-even self-host
Bandingkan managed dengan VPS $80/bulan Qdrant atau Milvus.
Hybrid + filter pricing
Termasuk biaya filter operation.
Perbandingan cepat
Biaya bulanan di 10M × 1536-dim vektor, 100k queries/hari
| Provider | Storage | Queries | Total / bulan |
|---|---|---|---|
| Supabase pgvector (Pro) | incl. | incl. | $25 |
| Qdrant Cloud (basic) | $30 | $10 | $40 |
| Weaviate Serverless | $35 | $10 | $45 |
| Milvus Cloud (Starter) | $50 | $15 | $65 |
| Pinecone Serverless | $50 | $40 | $90 |
| Chroma Cloud | $70 | $20 | $90 |
| Pinecone Pod-based (s1) | $100 | $40 | $140 |
| Self-host di VPS $80 | $80 | incl. | $80 |
Biaya turun 60-80% dengan binary quantization.
Cara menggunakan kalkulator
Bandingkan biaya bulanan di 9 vector database untuk corpus dan query volume Anda.
- 1
Masukkan vector count
Dokumen × chunks/dok. Tipikal: 1 dok = 5-20 chunks @ 500 token.
- 2
Pilih dimensi
1536 default OpenAI. 3072 gandakan storage; 768 setengah.
- 3
Set query volume
Queries harian. Caching kurangi — mayoritas cache 30-50%.
- 4
Toggle binary quant
Di Pinecone, Qdrant, Milvus, binary quant potong storage 32×.
Kenapa pakai kalkulator ini
- ✓9 provider di-track bulanan
- ✓Modeling binary quantization
- ✓Perbandingan self-host
- ✓Biaya dimensi + filter terpisah
- ✓Free tier limits ditampilkan
- ✓Tanpa login