
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.
finlight records 8,479 monthly visits with +0.5% month-over-month growth and Freemium pricing. TinyFish records 1,124,952 monthly visits with +199.7% growth and Freemium, Contact for Pricing pricing.

Real-time financial news API with AI sentiment and a boolean query engine
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | finlight.me | tinyfish.ai |
| Pricing Model | Freemium | Freemium, Contact for Pricing |
| Monthly Visits | 8.48K (8,479) | 1.12M (1,124,952) |
| MoM Traffic Delta | +45 (+0.5%) | +749.57K (+199.7%) |
| Primary Market & Share | 🇺🇸 United States (47.5%) | 🇺🇸 United States (27.4%) |
| Direct Visits / mo | 3.34K | 401.32K |
| User Rating | 4.2 | 4.4 |
| Supported Platforms | Website | Website |

Real-time financial news API with AI sentiment and a boolean query engine
Every article arrives with a sentiment label and confidence score, plus extracted companies carrying ticker, exchange, industry, sector and ISIN identifiers.
Field-level filters, inclusion and exclusion operators, exact phrases, AND/OR/NOT logic and parentheses let you express surgical, low-noise news queries.
Pull data with REST for batch jobs, subscribe to a WebSocket stream for sub-second live updates, or receive webhook pushes to your own endpoint.
Officially supported client libraries for TypeScript, Python, Go, .NET, Java/Kotlin, PHP, Ruby and Rust, with plain cURL always available.

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.

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.

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.

One universal API for 500+ AI models and 1,000+ agentic tools

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.

AI APIs for credit underwriting and digital customer onboarding
AI APIs for credit underwriting and digital customer onboarding
Free / Open-sourceUses natural language prompts for open-source web scraping, but offers fewer managed enterprise cloud browser features.
Free / Open-sourceUses natural language prompts for open-source web scraping, but offers fewer managed enterprise cloud browser features.

Provides reliable proxy and web scraping endpoints for data extraction, but lacks advanced agentic cloud browser workflows.
Provides reliable proxy and web scraping endpoints for data extraction, but lacks advanced agentic cloud browser workflows.