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Direct Comparison

MongoDB Atlas Vector Search vs AWS OpenSearch Serverless pricing

Across 3 benchmark workloads, MongoDB Atlas Vector Search prices lower in 3 of 3 — by up to ~83% at parity scenarios. It uses fixed-capacity plans, so steady workloads amortize the floor. Both are compared on identical USD-normalized footprints; verify current rates via each row's provenance date in the full tool.

Monthly Cost Across Realistic Benchmarks

RAG Prototype · 100k×1536 fp32
MongoDB Atlas Vector Search: $58.40/mo AWS OpenSearch Serverless: $350.42/mo
Cheaper: MongoDB Atlas Vector Search
Mid Scale · 1M×768 INT8
MongoDB Atlas Vector Search: $58.40/mo AWS OpenSearch Serverless: $350.43/mo
Cheaper: MongoDB Atlas Vector Search
Large · 5M×768 INT8 10M queries
MongoDB Atlas Vector Search: $58.40/mo AWS OpenSearch Serverless: $350.57/mo
Cheaper: MongoDB Atlas Vector Search