# finlight vs TinyFish 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. | Metric | [finlight](https://openaitools.app/tool/finlight-me) | [TinyFish](https://openaitools.app/tool/tinyfish) | | :--- | :--- | :--- | | Website URL | https://finlight.me | https://www.tinyfish.ai | | Categories | AI API, AI News, AI For Finance | AI API, AI Agent, AI Browsers, AI Web Scraping | | Pricing Model | Freemium | Freemium, Contact for Pricing | | Monthly Visits | 8,479 | 1,124,952 | | MoM Growth Rate | +0.5% | +199.7% | | Primary Market | United States | United States | | Direct Visits | 3,343 | 401,320 | | Review Score | 4.2 | 4.4 | | Saved Count | 0 | 0 | | Supported Platforms | Website | Website | ## finlight finlight is a real-time financial and geopolitical news API built for teams that need market-moving information in structured form. Instead of scraping headlines or paying for a terminal, you call one API and receive articles already parsed into clean fields: source, publish date, language, categories, countries, images, sentiment label with confidence, and fully resolved company entities including ticker, exchange code, sector and ISIN. The product stands out for its query engine. It supports keyword and exact-phrase matching, inclusion and exclusion operators, field-level filters such as ticker:, exchange:, source: and content:, full boolean logic with AND, OR and NOT, plus parentheses for grouping and precedence. That lets a trading desk ask for something like ticker:TSLA -crypto AND (source:bloomberg OR source:reuters) and get a precise, low-noise feed. There are three consumption paths over the same dataset. REST is ideal for on-demand lookups and batch jobs, a WebSocket stream gives sub-second latency pushes for live trading applications, and webhooks deliver event-driven notifications straight to your endpoint. Official SDKs exist for TypeScript, Python, Go, .NET, Java/Kotlin, PHP, Ruby and Rust, and the site reports being trusted by more than a hundred companies. An interactive API tester and live global feed let you evaluate coverage before committing. **Pricing & Plans:** Freemium: a free tier with an API key lets you test the query builder and live demo, and paid plans are aimed at production usage with higher rate limits, streaming and historical depth. Enterprise pricing with dedicated support is available on request. - **AI sentiment and entity extraction:** Every article arrives with a sentiment label and confidence score, plus extracted companies carrying ticker, exchange, industry, sector and ISIN identifiers. - **Boolean query builder:** Field-level filters, inclusion and exclusion operators, exact phrases, AND/OR/NOT logic and parentheses let you express surgical, low-noise news queries. - **Three delivery modes:** 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. - **Wide SDK coverage:** Officially supported client libraries for TypeScript, Python, Go, .NET, Java/Kotlin, PHP, Ruby and Rust, with plain cURL always available. - **Structured, image-rich articles:** Responses include summaries, categories, country tags, language codes and article image URLs, ready to render in a dashboard or news widget. **Strengths:** Sentiment, sentiment confidence and company entities come pre-computed, removing a large NLP pipeline from your roadmap; The boolean query language with field filters is genuinely expressive and cuts irrelevant results dramatically; Same data model across REST, WebSocket and webhooks means you can prototype with REST and graduate to streaming without rewrites; Eight official SDKs plus a live API tester make evaluation fast for most stacks **Limitations:** Pricing detail sits behind a sales conversation for higher-volume or enterprise tiers; Real-time streaming and historical depth are the most valuable parts, so a free key is more of a taster than a production path; Success depends on source coverage matching your niche; niche or regional markets may need validation before you commit [Profile (Markdown)](https://openaitools.app/tool/finlight-me.md) ## TinyFish TinyFish describes itself as the web stack for AI agents: a serverless platform that lets agents search, extract, browse and act on the live web. Rather than a single point tool, it groups several products under one API key and one wallet — TinySearch for fresh, browser-rendered web search returned as structured JSON, TinyFetch for turning any URL into clean Markdown, JSON or HTML, TinyBrowser for real cloud browser sessions driven with Playwright, Puppeteer or CDP, TinyAgent for plain-English multi-step automation, and TinyMonitor for alerts when a page or topic changes. The platform is aimed at production workloads rather than demos. It emphasises reliability and structure, real browser rendering instead of thin cached results, persistent session state, and the ability to handle authenticated flows. Supporting pieces include TinyVault for connecting 1Password or Bitwarden so credentials stay hidden from the model, TinyProfiles for saving signed-in sessions, and step-by-step run recordings so you can audit exactly what an agent did on a site. TinyFish is designed to slot into existing developer stacks. It is promoted for use alongside Claude, ChatGPT, Cursor and other agent runtimes, offers an MCP connection, Python SDK and CLI, and is positioned for workloads such as price monitoring, record enrichment, deep research and supplier-portal automation. Entry-level search and fetch calls are free, while agent steps, browser minutes and monitoring checks are metered on a pay-as-you-go wallet basis, with an enterprise track for larger deployments. **Pricing & Plans:** Freemium and usage-based. Search and basic fetch are free with no search fee, while TinyAgent is billed per step, TinyBrowser per minute and TinyMonitor per check from a prepaid wallet; new users can claim a small free credit. Enterprise plans are custom — confirm current rates on the pricing page. - **TinySearch:** Real browser-rendered search that returns structured JSON with fresh, uncached results from the live web, with no search fee. - **TinyFetch:** Convert any URL into token-efficient Markdown, JSON or HTML, stripping navigation bars, cookie banners and ads before they reach your model. - **TinyBrowser:** Full cloud browser sessions with persistent state that you drive with Playwright, Puppeteer or the Chrome DevTools Protocol. - **TinyAgent and TinyMonitor:** 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. - **One API key, one wallet:** Search, fetch, browser and agent products share single authentication and billing, plus an MCP connection, Python SDK and CLI. **Strengths:** Consolidates search, fetch, browsing, agent automation and monitoring behind one API key and wallet; Browser-rendered, uncached results rather than thin cached snippets; Free search and fetch tiers lower the cost per task compared to several paid search APIs; Strong developer ergonomics: MCP, Python SDK, CLI and integrations with popular agent runtimes **Limitations:** Agent steps, browser minutes and monitoring checks are metered, so heavy automation volumes add up; More complex auth flows still carry the usual fragility of driving third-party sites; It is infrastructure for builders — not aimed at non-technical end users [Profile (Markdown)](https://openaitools.app/tool/tinyfish.md) ## Frequently Asked Questions ### How do finlight and TinyFish compare in monthly traffic? finlight has 8,479 monthly visits, while TinyFish has 1,124,952. Traffic estimates describe audience size, not product quality. ### How do their growth rates compare? finlight has a month-over-month growth rate of +0.5%; TinyFish has +199.7%. ### How does pricing compare? finlight: Freemium. Freemium: a free tier with an API key lets you test the query builder and live demo, and paid plans are aimed at production usage with higher rate limits, streaming and historical depth. Enterprise pricing with dedicated support is available on request. TinyFish: Freemium, Contact for Pricing. Freemium and usage-based. Search and basic fetch are free with no search fee, while TinyAgent is billed per step, TinyBrowser per minute and TinyMonitor per check from a prepaid wallet; new users can claim a small free credit. Enterprise plans are custom — confirm current rates on the pricing page. ## Alternatives | # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) | | :--- | :--- | :--- | :--- | :--- | :--- | :--- | | 1 | [Apify](https://openaitools.app/tool/apify) | 4,147,762 | +3.9% | Freemium, Contact for Pricing | Features a massive marketplace of ready-to-run scrapers, though it operates more as an actor platform than a raw API. | [.md](https://openaitools.app/tool/apify.md) | | 2 | [Firecrawl](https://openaitools.app/tool/firecrawl-dev) | 1,828,239 | -1.9% | Freemium, Contact for Pricing | Provides cleaner LLM-ready markdown conversion and crawling, but lacks TinyFish's interactive cloud browser automation capabilities. | [.md](https://openaitools.app/tool/firecrawl-dev.md) | | 3 | [Exa](https://openaitools.app/tool/exa-ai) | 1,062,574 | +16.8% | Freemium, Contact for Pricing | Offers superior neural web search designed for AI agents, but provides less comprehensive raw browser automation tools. | [.md](https://openaitools.app/tool/exa-ai.md) | | 4 | [Bright Data](https://openaitools.app/tool/bright-data) | 802,752 | -5.9% | Free Trial, Paid | Delivers enterprise-grade proxy networks and scraping infrastructure, but involves a steeper learning curve than TinyFish. | [.md](https://openaitools.app/tool/bright-data.md) | | 5 | [Jina AI](https://openaitools.app/tool/jina-ai) | 280,782 | -16.5% | Freemium, Paid | Excels at converting URLs into clean markdown and embeddings, but lacks dedicated browser actuation and live search endpoints. | [.md](https://openaitools.app/tool/jina-ai.md) | | 6 | [AI/ML API](https://openaitools.app/tool/ai-ml-api) | 232,946 | -20.1% | Pay-as-you-go credits (free to start); enterprise custom pricing on request | One universal API for 500+ AI models and 1,000+ agentic tools | [.md](https://openaitools.app/tool/ai-ml-api.md) | | 7 | [Browserless](https://openaitools.app/tool/browserless) | 185,543 | -21.2% | Freemium, Paid, Contact for Pricing | Gives you robust headless browser automation and control, but requires more custom development than managed agent APIs. | [.md](https://openaitools.app/tool/browserless.md) | | 8 | [Yep.com](https://openaitools.app/tool/yep-com) | 155,834 | +6.2% | Free | Provides independent web search and agent grounding, but lacks content fetching and browser automation features. | [.md](https://openaitools.app/tool/yep-com.md) | | 9 | [Digitap.ai](https://openaitools.app/tool/credit-report-analytics-api) | 141,204 | -14.9% | Contact for Pricing | AI APIs for credit underwriting and digital customer onboarding | [.md](https://openaitools.app/tool/credit-report-analytics-api.md) | | 10 | [ScrapeGraphAI](https://openaitools.app/tool/scrapegraphai) | 91,362 | -25.7% | Freemium, Paid, Contact for Pricing | Uses natural language prompts for open-source web scraping, but offers fewer managed enterprise cloud browser features. | [.md](https://openaitools.app/tool/scrapegraphai.md) | --- Source: https://openaitools.app/compare/finlight-me-vs-tinyfish More Markdown: [Categories](https://openaitools.app/categories.md) · [Traffic rankings](https://openaitools.app/rankings.md) · [llms.txt](https://openaitools.app/llms.txt)