# TinyFish vs Treg TinyFish records 1,124,952 monthly visits with +199.7% month-over-month growth and Freemium, Contact for Pricing pricing. Treg records 452,935 monthly visits with +223.4% growth and Freemium pricing. | Metric | [TinyFish](https://openaitools.app/tool/tinyfish) | [Treg](https://openaitools.app/tool/treg) | | :--- | :--- | :--- | | Website URL | https://www.tinyfish.ai | https://treg.to | | Categories | AI API, AI Agent, AI Browsers, AI Web Scraping | AI API, AI Agent, AI SEO Tools, AI Advertising | | Pricing Model | Freemium, Contact for Pricing | Freemium | | Monthly Visits | 1,124,952 | 452,935 | | MoM Growth Rate | +199.7% | +223.4% | | Primary Market | United States | United States | | Direct Visits | 401,320 | 235,299 | | Review Score | 4.4 | 4.5 | | Saved Count | 0 | 0 | | Supported Platforms | Website | Website | ## 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) ## Treg Treg acts as a unified credential and routing layer for AI agents. Instead of signing up for dozens of SaaS APIs, you connect your agent to one MCP server and receive a single treg token that answers for every tool in the catalog. The catalog spans SEO keyword and rank tracking, backlink analysis, AI search visibility, social media and advertising data, lead enrichment, email verification, company data, web scraping, and AI video, image, and voice generation. A core idea is evidence-based tool selection. Multiple providers often sell the same capability - nineteen sell backlinks, nine sell email lookup - so treg shows each one's listed price alongside measured success rate, speed, and last-answer time, letting the agent pick a vendor on data rather than guesswork. Pricing is pay-per-result with the cost quoted before each call, funded by a starting balance, and there is no subscription required for tools you'd otherwise buy seats for. For teams that already pay providers directly, treg supports bring-your-own-key (BYOK): your own keys route first and run unmetered, while credentials are injected server-side so raw keys never sit on a machine. It is fully open source under Apache 2.0, integrates with coding agents and automation workflows, and lets orgs publish internal SKILL.md-based tools to teammates by token. **Pricing & Plans:** Pay-per-call with no subscription; prices are quoted before each call and start with $1.00 of free credit. Bringing your own provider keys makes those calls unmetered. - **One key, 127 providers:** A single treg token routes to 4,100+ endpoints across 127 providers, so no per-provider signups or scattered key files. - **Evidence-based provider comparison:** See each provider's price plus measured success rate, speed, and last-answer time, and pin a preferred vendor when you want. - **Pay-per-call pricing:** Pay fractions of a cent per call with the price shown before you commit, no monthly seats required. - **Bring your own keys (BYOK):** Route calls through your existing provider keys at no markup; credentials are injected server-side and never stored on a machine. - **Open source and agent-ready:** Apache 2.0 licensed with MCP support, coding-agent integration, and the ability to publish your own SKILL.md tools. **Strengths:** Single key across 4,100+ endpoints and 127 providers; Transparent pay-per-call pricing quoted before each call; Measured success rate and latency help pick the right vendor; Open source (Apache 2.0) with BYOK and server-side credential injection **Limitations:** The breadth of the catalog can be overwhelming for newcomers; Coverage and reliability depend on the many third-party providers behind it; Usage is metered, so heavy callers still accumulate real costs [Profile (Markdown)](https://openaitools.app/tool/treg.md) ## Frequently Asked Questions ### How do TinyFish and Treg compare in monthly traffic? TinyFish has 1,124,952 monthly visits, while Treg has 452,935. Traffic estimates describe audience size, not product quality. ### How do their growth rates compare? TinyFish has a month-over-month growth rate of +199.7%; Treg has +223.4%. ### How does pricing compare? 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. Treg: Freemium. Pay-per-call with no subscription; prices are quoted before each call and start with $1.00 of free credit. Bringing your own provider keys makes those calls unmetered. ## Alternatives | # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) | | :--- | :--- | :--- | :--- | :--- | :--- | :--- | | 1 | [OpenRouter](https://openaitools.app/tool/openrouter-ai) | 19,941,437 | -6.2% | Paid | One API key for hundreds of AI models from every major provider | [.md](https://openaitools.app/tool/openrouter-ai.md) | | 2 | [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) | | 3 | [Composio](https://openaitools.app/tool/composio) | 2,782,603 | +22.8% | Freemium, Contact for Pricing | Provides comprehensive pre-built tool integrations for AI agents, but lacks Treg's open-source pay-per-call API catalog. | [.md](https://openaitools.app/tool/composio.md) | | 4 | [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) | | 5 | [Exa](https://openaitools.app/tool/exa-ai) | 1,062,574 | +16.8% | Freemium, Contact for Pricing | Excels at AI-optimized web search and crawling data, but lacks broader multi-app tool integration capabilities. | [.md](https://openaitools.app/tool/exa-ai.md) | | 6 | [OrcaRouter](https://openaitools.app/tool/orcarouter) | 975,300 | -5.2% | Freemium | One OpenAI-compatible gateway for adaptive LLM routing, guardrails, and spend control | [.md](https://openaitools.app/tool/orcarouter.md) | | 7 | [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) | | 8 | [LiteLLM](https://openaitools.app/tool/litellm) | 576,967 | +7.9% | Freemium, Contact for Pricing | Offers an open-source AI gateway for model routing, but focuses on LLMs rather than general data endpoints. | [.md](https://openaitools.app/tool/litellm.md) | | 9 | [Merge](https://openaitools.app/tool/merge-dev) | 313,201 | +1.7% | Freemium, Contact for Pricing | Offers universal B2B data and tool integrations for agents, but focuses less on pay-per-call API monetization. | [.md](https://openaitools.app/tool/merge-dev.md) | | 10 | [Pipedream](https://openaitools.app/tool/pipedream) | 312,216 | -14.3% | Freemium, Paid, Contact for Pricing | Delivers robust managed integration workflows and triggers for agents, but offers fewer native MCP-specific endpoints. | [.md](https://openaitools.app/tool/pipedream.md) | --- Source: https://openaitools.app/compare/tinyfish-vs-treg More Markdown: [Categories](https://openaitools.app/categories.md) · [Traffic rankings](https://openaitools.app/rankings.md) · [llms.txt](https://openaitools.app/llms.txt)