# Stream.Estate vs TinyFish

Stream.Estate records 5,511 monthly visits with -27.5% month-over-month growth and Paid pricing. TinyFish records 1,124,952 monthly visits with +199.7% growth and Freemium, Contact for Pricing pricing.

| Metric | [Stream.Estate](https://openaitools.app/tool/stream-estate) | [TinyFish](https://openaitools.app/tool/tinyfish) |
| :--- | :--- | :--- |
| Website URL | https://stream.estate | https://www.tinyfish.ai |
| Categories | AI API, AI Real Estate, AI For Data Analytics, AI Lead Generation | AI API, AI Agent, AI Browsers, AI Web Scraping |
| Pricing Model | Paid | Freemium, Contact for Pricing |
| Monthly Visits | 5,511 | 1,124,952 |
| MoM Growth Rate | -27.5% | +199.7% |
| Primary Market | France | United States |
| Direct Visits | 1,293 | 401,320 |
| Review Score | 4.2 | 4.4 |
| Saved Count | 0 | 0 |
| Supported Platforms | Website | Website |

## Stream.Estate

Stream.Estate is a real estate data API aimed at PropTech companies building products for the French and Belgian markets. It aggregates more than 50 million deduplicated property listings from over 1,500 sources, adding roughly 50,000 new listings per day, and exposes them through a REST API that can be integrated in days rather than the months a custom scraping operation usually requires.

The data model is unusually granular for this category. Every property can carry dozens of structured attributes — GPS coordinates, cadastral parcel references, per-source pricing history, fee breakdowns, energy and carbon ratings, transaction history and publisher type — so teams can filter by precise location or architectural details rather than just city and price. Deduplication merges the same property listed by several agencies into a single record while retaining multi-source price tracking.

Beyond raw listings, the platform ships analytics building blocks: median and average price per square metre for any French city or region, historical price indices, ranked comparable sales for automated valuation models, and live rental data with rent estimates. A real-time webhook layer pushes listing and price-change events to your application, and a hosted MCP server connects assistants such as Claude to the same source network. Pricing is metered per item, so cost scales with actual usage.

**Pricing & Plans:** Pay-as-you-go at EUR0.01 per item with no minimum commitment. Monthly or yearly plans: Starter EUR99/month with 15,000 items (EUR0.003 per extra item), Growth EUR399/month with 150,000 items (EUR0.002 extra), Scale EUR799/month with 350,000 items (EUR0.0015 extra), and Enterprise with unlimited volume and custom SLA. EUR5 in free credits and a 3-month free Starter plan through the Startup Program.

- **Granular search API:** Granular access to 50M+ properties with filters for precise location, architectural features, budget range, property type and transaction type.
- **Comparables and market data:** Ranked comparable listings (comps) and median/average price per square metre with historical indices to power AVMs and appraisals.
- **Real-time webhooks:** Webhook notifications fire the moment a listing appears or a price changes, removing the need for polling.
- **Deduplicated listings feed:** Algorithms merge multiple listings for the same property into one clean record, with multi-source pricing history and publisher intelligence attached.
- **Rich structured attributes:** Dozens of structured fields per property, including GPS coordinates, cadastral reference, energy and carbon scores, fee breakdowns and deduplicated photos.

**Strengths:** 50M+ deduplicated listings from 1,500+ sources remove the cost and maintenance burden of in-house scraping; Granular per-property attributes and multi-source pricing history enable credible AVMs and valuations; Metered pay-as-you-go pricing lets small projects start cheaply and scale gradually

**Limitations:** Coverage focuses on France and Belgium rather than global markets; Costs scale per item, so very high-volume use requires commitment-tier planning

[Profile (Markdown)](https://openaitools.app/tool/stream-estate.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 Stream.Estate and TinyFish compare in monthly traffic?

Stream.Estate has 5,511 monthly visits, while TinyFish has 1,124,952. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Stream.Estate has a month-over-month growth rate of -27.5%; TinyFish has +199.7%.

### How does pricing compare?

Stream.Estate: Paid. Pay-as-you-go at EUR0.01 per item with no minimum commitment. Monthly or yearly plans: Starter EUR99/month with 15,000 items (EUR0.003 per extra item), Growth EUR399/month with 150,000 items (EUR0.002 extra), Scale EUR799/month with 350,000 items (EUR0.0015 extra), and Enterprise with unlimited volume and custom SLA. EUR5 in free credits and a 3-month free Starter plan through the Startup Program. 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 | [ColdIQ](https://openaitools.app/tool/coldiq-x-slack) | 195,701 | -14.8% | Freemium, Paid, Contact for Pricing | One GTM data API for prospecting, enrichment and AI agents | [.md](https://openaitools.app/tool/coldiq-x-slack.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 | [Crustdata](https://openaitools.app/tool/crustdata) | 100,533 | +1.2% | Contact for Pricing | Real-time B2B people and company data for AI agents | [.md](https://openaitools.app/tool/crustdata.md) |
| 10 | [BeatAPI](https://openaitools.app/tool/beatapi-ai-model-data-web-apis-for-agents) | 99,987 | +1,012.7% | Freemium | One API key for 70+ AI models, 1,000+ data APIs and web tools | [.md](https://openaitools.app/tool/beatapi-ai-model-data-web-apis-for-agents.md) |

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Source: https://openaitools.app/compare/stream-estate-vs-tinyfish

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