🔍 Calculate vector search costs

Vector Database Pricing Calculator

Compare Pinecone, Weaviate, Qdrant, and more. Calculate storage and operation costs.

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Building with LLMs? Calculate API Costs

Compare GPT-5.2, Claude 4.5, Gemini 3.0, and more. Estimate token usage and API costs.

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Popular Vector DB Comparisons

Compare pricing and features of top vector databases

Milvus (Zilliz Cloud)

Milvus

vs

MongoDB Atlas Vector Search

MongoDB

$0.040 vs $0.125/GB

Milvus (Zilliz Cloud)

Milvus

vs

Pinecone Serverless

Pinecone

$0.040 vs $0.330/GB

Milvus (Zilliz Cloud)

Milvus

vs

Qdrant Cloud

Qdrant

$0.040 vs $0.250/GB

MongoDB Atlas Vector Search

MongoDB

vs

Pinecone Serverless

Pinecone

$0.125 vs $0.330/GB

MongoDB Atlas Vector Search

MongoDB

vs

Qdrant Cloud

Qdrant

$0.125 vs $0.250/GB

Pinecone Serverless

Pinecone

vs

Qdrant Cloud

Qdrant

$0.330 vs $0.250/GB
Insights

Latest insights3

Short, practical notes on cost modeling, tokens, and KPI-driven decisions.

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2026-01-28
5 min

OpenAI vs Anthropic Pricing: Complete Cost Comparison Guide

GPT-4o vs Claude 3.5 Sonnet pricing breakdown. Input/output costs, batch discounts, and when each provider makes financial sense for your workload.

openaianthropicclaude
2026-01-25
6 min

AI Agent Costs: Why Your Agent Burned $50 in 10 Minutes

Agentic workflows can 10x your LLM costs. Tool loops, context accumulation, and retry storms explained. How to build agents that don't bankrupt you.

ai-agentscost-optimizationlangchain
2026-01-22
3 min

Fine-Tuning vs RAG: When Each Is Cheaper (And When It Isn't)

Fine-tuning has upfront cost; RAG has per-query cost. Break-even math, when to use which, and how to avoid the worst of both.

fine-tuningRAGcost-comparison