Best Tools for Startups 2026

Updated: February 2026

Best software tools for startups and early-stage companies. Find affordable, scalable solutions to launch and grow your business. We've curated 12 tools specifically suited for startups.

Key Takeaways

  • Tigris Data is our #1 pick for vector databases for startups in 2026.
  • We analyzed 12 vector databases for startups tools to create this ranking.
  • 12 tools offer free plans, perfect for getting started.
  • Average editorial score: 57/100 - high-quality category.

12 Vector Databases Tools for Startups

1
Tigris Data logo

Tigris Data

Multi-cloud object storage reimagined for high-performance data and AI workloads with Git-style workflows.

Freemium
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ShapedQL logo

ShapedQL

The real-time retrieval engine for search, feeds, and AI agents, powered by a SQL interface.

Freemium
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Forefront logo

Forefront

Build, fine-tune, and run open-source AI models with the familiarity of leading platforms.

Freemium83/100
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Best Vector Databases for Other Use Cases

Frequently Asked Questions

What is the best vector databases tool for startups?

Based on our analysis, Tigris Data is the top choice for startups, with a score of /100.

Are there free vector databases tools for startups?

Yes! Tigris Data, Manticore Search, Indexly offer free plans suitable for startups.