Alternatives · 2026
Best Zilliz Alternatives in 2026
24 alternatives · 17 with a free plan · Updated
What are the best Zilliz alternatives?
The best Zilliz alternatives for AI Developer Tools in 2026 are Pinecone (managed vector database, freemium), SvectorDB (serverless vector database for AWS, free) and MyScale (vector database, enterprise). 17 of the 24 listed alternatives have a free or freemium plan.
Looking for something other than Zilliz? Below are 24 alternatives in AI Developer Tools, AI For Data Analytics and AI Knowledge Base, all closely matched, ranked by how much they overlap with Zilliz. Zilliz itself is free. Each entry shows what the tool does, what it shares with Zilliz, its key features and pricing.
What is Zilliz?
You store vector embeddings in Zilliz and query them for similar results, which is how many AI search and knowledge base apps find relevant content. Zilliz is a fully managed vector database for enterprise AI applications, and it runs as a hosted service so you do not operate the infrastructure yourself.
- Categories
- AI Developer ToolsAI For Data AnalyticsAI Knowledge BaseAI Search EngineLarge Language Models (LLMs)Other
- Pricing
- Free
Key features of Zilliz
- Includes 5 GB storage (enough for 1M 768 dim vectors)
- M vCUs per month
- Up to 100 collections
- For applications with variable or infrequent traffic
- Suitable for development and testing
Zilliz alternatives compared
| Tool | Pricing | Shared with Zilliz | Match |
|---|---|---|---|
| Zilliz | Free | — | Original |
| Pinecone | Freemium | AI Developer Tools, AI Knowledge Base, AI Search Engine, Large Language Models (LLMs), Other | Strong match |
| SvectorDB | Free | AI Developer Tools, AI Search Engine, Large Language Models (LLMs), Other | Strong match |
| MyScale | Enterprise | AI Developer Tools, AI For Data Analytics, AI Search Engine, Large Language Models (LLMs), Other | Strong match |
| Cerebrium | Free | AI Developer Tools, Large Language Models (LLMs), Other | Strong match |
| MindsDB | Enterprise | AI Developer Tools, AI For Data Analytics, AI Knowledge Base, Large Language Models (LLMs) | Strong match |
Top 24 alternatives to Zilliz
- #1
Pinecone is a managed vector database that stores embeddings and runs fast similarity search for AI apps, semantic search and retrieval-augmented generation.
In common with Zilliz: AI Developer Tools, AI Knowledge Base, AI Search Engine, Large Language Models (LLMs), Other
- Includes limited usage of Serverless
- Inference
- Pay-as-you-go for Serverless
Pricing: free plan, paid plans from $25
- #2S
SvectorDB is a serverless vector database for AWS that handles storage for AI search and similarity apps without provisioning or scaling servers.
In common with Zilliz: AI Developer Tools, AI Search Engine, Large Language Models (LLMs), Other
- Cost-effective compared to alternatives
- Easy to use with code examples and tutorials
- Serverless
Pricing: free
- #3
MyScale is a vector database with SQL support that combines vector and full-text search for AI application data retrieval.
In common with Zilliz: AI Developer Tools, AI For Data Analytics, AI Search Engine, Large Language Models (LLMs), Other
- Seamless integration with Langchain
- High performance in memory resource optimization and data insertion efficiency
- Cost-effective solutions for production-level applications
Pricing: custom quote
- #4
Cerebrium is a serverless AI infrastructure platform for building, deploying, and scaling AI applications and models with lower compute costs.
In common with Zilliz: AI Developer Tools, Large Language Models (LLMs), Other
- Serverless AI infrastructure platform for building
Pricing: free
- #5
Runs AI models on text stored in your databases using plain SQL commands, for classification, summaries and translation at enterprise scale.
In common with Zilliz: AI Developer Tools, AI For Data Analytics, AI Knowledge Base, Large Language Models (LLMs)
Pricing: custom quote
- #6
AI search infrastructure for enterprises and developers, with site search, recommendations and personalization that shows users relevant results.
In common with Zilliz: AI Developer Tools, AI Search Engine, Large Language Models (LLMs), Other
- AI search infrastructure for understanding users and delivering relevant results
Pricing: custom quote
- #7
Qdrant is an open-source vector database and similarity search engine, written in Rust, for AI applications that need fast semantic search.
In common with Zilliz: AI Developer Tools, AI Search Engine, Large Language Models (LLMs), Other
- Open-source and written in Rust for reliability and performance
- Scalable vector similarity search with a convenient API
- Integrates with various embeddings and frameworks
Pricing: custom quote
- #8
Enterprise AI knowledge base software that connects company data sources and answers questions with real-time RAG retrieval.
In common with Zilliz: AI Developer Tools, AI Knowledge Base, Large Language Models (LLMs), Other
- Unified neural knowledge operating system
- Real-time RAG and intelligent data fabric
- Automated data enrichment and processing
Pricing: custom quote
- #9
Shaped is a search and recommendation platform for ML engineers building ranking models and personalized results with real-time learning.
In common with Zilliz: AI Developer Tools, AI For Data Analytics, AI Search Engine, Large Language Models (LLMs), Other
- Unified search and recommendations system
- AI-native foundation with transformer models and real-time learning loops
- Designed for ML engineers with full control and extensibility
Pricing: free
- #10
Proxy service for web scraping and data collection, with residential, ISP, and data center IP addresses sold by traffic or per IP.
In common with Zilliz: AI Developer Tools, AI For Data Analytics, Large Language Models (LLMs), Other
Pricing: free plan, paid plans from $9
- #11
Open source, chat-based ETL tool that moves data between databases and files, either self-hosted or on managed cloud for data engineering work.
In common with Zilliz: AI Developer Tools, AI For Data Analytics, Large Language Models (LLMs), Other
- Open Source Self hosted
- All databases support as source and destination
- Scheduling feature available
Pricing: free
- #12
Superpowered AI is a knowledge retrieval tool that lets you upload files, query them, and feed results into an LLM prompt via API or no-code interface.
In common with Zilliz: AI Developer Tools, AI Knowledge Base, Large Language Models (LLMs), Other
- Simply upload your files
Pricing: free
- #13
Jina AI provides embeddings, rerankers, and deep search APIs for developers building AI search and retrieval features.
In common with Zilliz: AI Developer Tools, AI Search Engine, Large Language Models (LLMs), Other
- Search AI provider with embeddings
Pricing: free plan, paid plans from $50
- #14
Ragie is a managed RAG service that helps developers index documents and data for AI chatbots and generative AI apps.
In common with Zilliz: AI Developer Tools, AI For Data Analytics, AI Knowledge Base, AI Search Engine, Large Language Models (LLMs)
Pricing: free
- #15
UbiOps is an AI model serving platform that deploys and manages machine learning models and LLMs without managing Kubernetes or cloud infrastructure.
In common with Zilliz: AI Developer Tools, Large Language Models (LLMs), Other
- AI model serving and orchestration platform for deploying and managing AI workloads
Pricing: free
- #16
UltiHash is an object storage service for AI workloads that cuts storage costs with built-in deduplication and an S3-compatible API.
In common with Zilliz: AI Developer Tools, AI For Data Analytics, Large Language Models (LLMs), Other
- Lightning-fast object storage built for AI
Pricing: free
- #17
Skcript is an enterprise AI product company that builds AI tools for document extraction, knowledge bases and business process optimization.
In common with Zilliz: AI Developer Tools, AI Knowledge Base, Large Language Models (LLMs), Other
Pricing: custom quote
- #18
Cloud GPU rental and serverless AI inference service for running and scaling machine learning models at lower hourly cost.
In common with Zilliz: AI Developer Tools, Large Language Models (LLMs), Other
Pricing: free plan, paid plans from $2.49
- #19
ScoutDB is a MongoDB GUI that lets you query databases in plain language and map data relationships on an infinite canvas.
In common with Zilliz: AI Developer Tools, AI For Data Analytics, AI Search Engine, Large Language Models (LLMs), Other
- Run queries using natural language and navigate data relationships via automatic mappings
- Run queries using natural language and explore relationships on a beautiful
Pricing: free
- #20
Phind is an AI search engine and pair programming assistant that answers developer questions with quick, relevant results.
In common with Zilliz: AI Developer Tools, AI Search Engine, Large Language Models (LLMs), Other
- Provides relevant results quickly
- Supports natural language queries
- Offers pair programming assistance
Pricing: free
- #21
Cloud sandboxes that let AI agents run code securely, with MCP integration, persistent memory, and SOC2 and GDPR compliance.
In common with Zilliz: AI Developer Tools, AI For Data Analytics, Large Language Models (LLMs), Other
- Runs AI Agents Reliably
- At Scale
- Offers first MCP-Integrated Cloud Sandboxes for secure code execution
Pricing: custom quote
- #22
WebDB is a free, open source database IDE for managing multiple database types, with AI help for writing queries and version history.
In common with Zilliz: AI Developer Tools, Large Language Models (LLMs), Other
- Open source and free to use
- Supports multiple database types
- Offers a wide range of features for database management
Pricing: free
- #23
Search engine for finding Model Context Protocol (MCP) tools and AI agents, with recommendations based on what you need to do.
In common with Zilliz: AI Developer Tools, AI Search Engine, Large Language Models (LLMs), Other
- Comprehensive search for MCP tools and AI agents
- Intelligent recommendations based on user needs
- Simplifies the process of finding suitable AI tools
Pricing: free
- #24P
PxBot is a custom ChatGPT search engine that lets staff find answers in company HR documents and intranet content.
In common with Zilliz: AI Knowledge Base, AI Search Engine, Large Language Models (LLMs), Other
- Custom ChatGPT search engine for business data
Pricing: free plan, paid plans from $99
How we picked these Zilliz alternatives
We rank tools by how closely they match Zilliz: tools that share more of its categories rank first, then tools whose main category, tags and description overlap with it, then community votes and views. Pricing type and features come from each product's SoftwareVital listing. Admins can pin or remove tools from this list.
Frequently asked questions
What are the best alternatives to Zilliz in 2026?
The closest alternatives to Zilliz are Pinecone, SvectorDB, MyScale, Cerebrium and MindsDB. They are ranked by how many categories and tags they share with Zilliz and how similar their descriptions are, then by community votes and views on SoftwareVital.
What is the closest alternative to Zilliz?
Pinecone is the closest match because it shares AI Developer Tools, AI Knowledge Base and AI Search Engine with Zilliz. It is freemium (free plan + paid upgrades).
Are there free alternatives to Zilliz?
Yes. 17 of the 24 alternatives have a free or freemium plan, including Pinecone (freemium), SvectorDB (free), Cerebrium (free), Shaped (free) and Proxysale (freemium). Zilliz is free.
Which Zilliz alternatives are paid or enterprise tools?
MyScale (enterprise), MindsDB (enterprise), Algolia (enterprise), Qdrant (enterprise) and Veridian by VeerOne (enterprise) use paid or enterprise pricing, which usually means more support and admin options for teams.
How does Zilliz compare to Pinecone?
Pinecone overlaps with Zilliz in AI Developer Tools, AI Knowledge Base and AI Search Engine. Its listed features include includes limited usage of Serverless, inference and pay-as-you-go for Serverless. Pricing: free plan with paid upgrades. Open the side-by-side compare page for a full breakdown.
What category is Zilliz in?
Zilliz is listed under AI Developer Tools on SoftwareVital. Browse that category to see more tools in the same group.