Google Vector Search 2.0 pricing details and 2 free alternatives in AI / ML. Catalogue date August 2026.
not_a_free_offer Tier "Pay-as-you-go" is usage-billed from the first request. How we use this.
Subtypes in AI / ML: vector_store — stores embeddings and answers nearest-neighbour queries as its primary access path. We read that on 2026-09-01 from https://cloud.google.com/vertex-ai/docs/vector-search/overview, where it says: “Vector Search is a powerful vector search engine built on groundbreaking technology” How we use this.
Tier "Pay-as-you-go" is usage-billed from the first request. Google Vector Search 2.0 is now Agent Retrieval… Google Vector Search 2.0 has a stable pricing history.
Google Vector Search 2.0 is now Agent Retrieval. It is part of the Gemini Enterprise Agent Platform, formerly Vertex AI Platform. It does approximate nearest neighbor search for AI applications. Pricing is pay-as-you-go. A minimal setup costs under $100 per month.
We read that on 2026-11-09 from https://cloud.google.com/vertex-ai/docs/vector-search/overview, and our check recorded: the page names Google Vector Search 2.0 as "vector search 2 0" and states amounts, none of which we matched to the terms we publish. A source check reads the cited page for the service's name and a price; the limits above are from our own record.
How Google Vector Search 2.0 compares against every one of the 2 we list, not against a selection of them. A surface with room for every member of a tied set may rotate their order. A surface with room for only some of them names none of them, because which ones it named would be the claim, and a claim seeded on the date is not the one we serve tomorrow. How we decide this.
| Service | Free Tier | Stability |
|---|---|---|
| Google Vector Search 2.0 | Pay-as-you-go | not_a_free_offer |
| Pinecone | Free Vector database. The Starter plan is free: up to 2 GB storage, 2M write units and 1M read units a month, 1 GB of egress a month (reads that return data stop at the cap until the next billing period), 5 indexes, 1 project and 2 users, on AWS us-east-1 only. |
stable |
| Qdrant | Free Vector database. The Qdrant Cloud Free Tier is a single-node cluster with 0.5 vCPU, 1 GB RAM and 4 GB disk, for testing and prototypes, with no credit card required; Qdrant says it serves about 1M vectors of 768 dimensions. |
stable |
Left out of this list: Hugging Face (shares no subtype with this product), Groq (shares no subtype with this product), Google Gemini API (shares no subtype with this product), Mistral AI (shares no subtype with this product), OpenRouter (shares no subtype with this product), Cloudflare Workers AI (shares no subtype with this product), Cerebras (shares no subtype with this product), Cohere (shares no subtype with this product), Brave Search API (shares no subtype with this product), OpenAI (shares no subtype with this product), Deepgram (shares no subtype with this product), Kaggle (shares no subtype with this product), Roboflow (shares no subtype with this product), Scale AI (shares no subtype with this product), AssemblyAI (shares no subtype with this product), Replicate (shares no subtype with this product), Baseten (shares no subtype with this product), Weights & Biases (shares no subtype with this product), Comet ML (shares no subtype with this product), Clarifai (we have not classified this record), Neptune.ai (we have not classified this record), Labelbox (shares no subtype with this product), Google Colab (shares no subtype with this product), Composio (shares no subtype with this product), DeepAR (none of this category's subtypes apply), Maxim AI (shares no subtype with this product), OCR.Space (shares no subtype with this product), Parseur (shares no subtype with this product), Reducto (shares no subtype with this product), SerpApi (shares no subtype with this product), Tavily AI (shares no subtype with this product), paperspace (shares no subtype with this product), Arize AX (shares no subtype with this product), Audio Enhancer (none of this category's subtypes apply), Braintrust (shares no subtype with this product), Clair (none of this category's subtypes apply), Keywords AI (shares no subtype with this product), Langfuse (shares no subtype with this product), LangSmith (shares no subtype with this product), Langtrace (we have not classified this record), LangWatch (shares no subtype with this product), Lumenfall.ai (shares no subtype with this product), Mediaworkbench.ai (none of this category's subtypes apply), Othor AI (none of this category's subtypes apply), Pollinations.AI (shares no subtype with this product), Portkey (shares no subtype with this product), ReportGPT (none of this category's subtypes apply), Zenable (none of this category's subtypes apply), xAI (shares no subtype with this product), Anthropic API (shares no subtype with this product), GitHub Models (shares no subtype with this product), NVIDIA NIM (shares no subtype with this product), Ollama Cloud (shares no subtype with this product), LLM7.io (shares no subtype with this product), SiliconFlow (shares no subtype with this product), Zhipu AI (shares no subtype with this product), DeepSeek API (shares no subtype with this product), MiniMax (shares no subtype with this product), Exa (shares no subtype with this product), GPU-Bridge (we have not classified this record), Google Vertex AI Agent Engine (we have not classified this record), Google Gemini Embedding 2 (shares no subtype with this product), Alibaba Cloud Qwen Code (none of this category's subtypes apply), E2B (shares no subtype with this product), Together AI (shares no subtype with this product), Fireworks AI (shares no subtype with this product), Modal (shares no subtype with this product), ElevenLabs (we have not classified this record), Stability AI (we have not classified this record), Daytona (shares no subtype with this product), Blaxel (shares no subtype with this product), Novita Sandbox (shares no subtype with this product), Runloop (shares no subtype with this product), Mem0 (shares no subtype with this product), Zep (shares no subtype with this product), Letta (we have not classified this record), Supermemory (shares no subtype with this product), Cognee (shares no subtype with this product), Serper (shares no subtype with this product), Linkup (shares no subtype with this product), Parallel (shares no subtype with this product), Jina AI (shares no subtype with this product), You.com (shares no subtype with this product), Hetzner Inference API (shares no subtype with this product), Cloudflare AI Search (we have not classified this record), Valyu (shares no subtype with this product). Each is still listed in AI / ML, with the vendor's own words we read that from on its page. How we decide this.
We do not push notifications. Every change we record is readable the moment it lands, and the JSON answer carries an ETag — send it back as If-None-Match and an unchanged answer costs one 304.
curl https://agentdeals.dev/api/changes?vendor=Google%20Vector%20Search%202.0
curl https://agentdeals.dev/pricing-changes/feed.xml?vendor=Google%20Vector%20Search%202.0