MyScale records 19,350 monthly visits with +21.3% month-over-month growth and Contact for Pricing, Free pricing. TinyFish records 1,124,952 monthly visits with +199.7% growth and Freemium, Contact for Pricing pricing.
SQL-native vector database for production GenAI applications
One API key for agent-grade web search, fetch, browsing and automation
| Dimension / Metric | | |
|---|---|---|
| Official Domain | myscale.com | tinyfish.ai |
| Pricing Model | Contact for Pricing, Free | Freemium, Contact for Pricing |
| Monthly Visits | 19.35K (19,350) | 1.12M (1,124,952) |
| MoM Traffic Delta | +3.4K (+21.3%) | +749.57K (+199.7%) |
| Primary Market & Share | 🇺🇸 United States (33.2%) | 🇺🇸 United States (27.4%) |
| Direct Visits / mo | 7.73K | 401.32K |
| User Rating | 4.6 | 4.4 |
| Supported Platforms | Website | Website |
SQL-native vector database for production GenAI applications
Run vector search, text search, filtered search and complex SQL-vector join queries using ordinary SQL syntax, indexes created with a single ALTER TABLE statement.
A purpose-built index engine marketed as delivering around 3x the speed and 3x the savings versus specialised vector databases, with faster ingestion and index building.
Combine vector similarity with BM25 full-text search and metadata filtering to improve retrieval quality and grounding in retrieval-augmented generation pipelines.
A fully managed offering with integrations across popular languages, frameworks and LLM tooling, including observability for AI applications.
One API key for agent-grade web search, fetch, browsing and automation
Real browser-rendered search that returns structured JSON with fresh, uncached results from the live web, with no search fee.
Convert any URL into token-efficient Markdown, JSON or HTML, stripping navigation bars, cookie banners and ads before they reach your model.
Full cloud browser sessions with persistent state that you drive with Playwright, Puppeteer or the Chrome DevTools Protocol.
Give an agent a goal in plain English and it navigates, fills forms and returns structured results; monitoring fires alerts when a tracked page or topic changes.
Features a massive marketplace of ready-to-run scrapers, though it operates more as an actor platform than a raw API.
Features a massive marketplace of ready-to-run scrapers, though it operates more as an actor platform than a raw API.
Free / Open-sourceProvides cleaner LLM-ready markdown conversion and crawling, but lacks TinyFish's interactive cloud browser automation capabilities.
Free / Open-sourceProvides cleaner LLM-ready markdown conversion and crawling, but lacks TinyFish's interactive cloud browser automation capabilities.
Offers superior neural web search designed for AI agents, but provides less comprehensive raw browser automation tools.
Search and inference APIs that give AI models real-time web data
Delivers enterprise-grade proxy networks and scraping infrastructure, but involves a steeper learning curve than TinyFish.
Delivers enterprise-grade proxy networks and scraping infrastructure, but involves a steeper learning curve than TinyFish.
AI search and retrieval platform for modern apps and commerce
The data, evaluations and systems behind AI that has to be right.
The managed vector database and knowledge engine for production AI
Excels at converting URLs into clean markdown and embeddings, but lacks dedicated browser actuation and live search endpoints.
Excels at converting URLs into clean markdown and embeddings, but lacks dedicated browser actuation and live search endpoints.
Gives you robust headless browser automation and control, but requires more custom development than managed agent APIs.
Gives you robust headless browser automation and control, but requires more custom development than managed agent APIs.
SpecialistProvides independent web search and agent grounding, but lacks content fetching and browser automation features.
SpecialistProvides independent web search and agent grounding, but lacks content fetching and browser automation features.
Free / Open-sourceLightning-fast search engine you can self-host or run in the cloud
Free / Open-sourceLightning-fast search engine you can self-host or run in the cloud
