Scrapfly

Scrapfly is a younger but exceptionally well-executed web scraping platform that has quickly become a favorite among developers seeking alternatives to older, more complex services. The company built the platform internally starting in 2017 and opened it to the public in 2020, remaining bootstrapped and profitable since without venture capital. Based in France, Scrapfly now serves over 55,000 developers and 15,000 enterprises, processing 15 billion monthly requests with a reported 99.99 percent success rate. The platform is distinguished by its deliberate focus on transparency, a unified credit model across multiple products, and a billing innovation that charges only for successful requests.

The signature feature distinguishing Scrapfly from most competitors is pay-on-success billing. When a request fails (whether due to anti-bot detection, network issues, or rate limiting), the request consumes zero credits. This shifts risk from the user to the platform and means your actual cost is lower and more predictable than advertised credit counts. Most competing services charge for all requests regardless of success, which can inflate costs on heavily defended websites. This design choice aligns the platform's incentives with the user's: both win when requests succeed.

The service operates on a unified credit model where one API key gives users access to every product on the same credit balance. Scrapfly offers seven distinct products: a Web Scraping API for fetching URLs with HTML cleanup; a Cloud Browser providing stealth Chromium accessible via the Chrome DevTools Protocol and compatible with Playwright and Puppeteer; a Screenshot API for full-page and element captures; an Extraction API for LLM-powered data extraction from HTML; a Crawler API for traversing entire websites with depth limits and rate control; an AI Browser Agent for autonomous browser automation; and an MCP Server for integration with AI clients like Claude and Cursor. All consume credits from the same balance, so a user can mix scraping, browser, screenshot, and extraction API calls within the same project without managing separate accounts or switching contexts.

Pricing is published clearly with six monthly tiers. The free plan provides 1,000 credits with no credit card required, enough to explore the platform. The Discovery plan costs $30 per month for 200,000 credits, with extra credits at $5 per 10,000. The Pro plan is $100 per month for 1,000,000 credits at $3.50 per 10,000 extra. The Startup plan costs $250 for 2,500,000 credits at $2.00 per 10,000 extra. The Enterprise plan is $500 for 5,500,000 credits at $1.20 per 10,000 extra. Custom plans range from $1,200 to $30,000 or more for very large-scale deployments. All paid tiers include pay-as-you-go overflow when the monthly credits are consumed, so burst traffic does not cause hard blockers. Higher tiers include increased concurrency limits, with the free and discovery plans limiting to 5 simultaneous requests, while Enterprise scales to 100 simultaneous requests.

What makes the pricing structure particularly favorable is the overflow behavior. Pro and above plans automatically switch to pay-as-you-go when included credits run out, so a sudden traffic spike does not force a mid-month plan upgrade. Discovery and Free plans enforce hard quotas, maintaining cost predictability at the expense of availability, which is a reasonable trade-off for users running tightly budgeted projects. The interactive pricing calculator on the Scrapfly website allows users to estimate costs for different scenarios (e.g., 1,000 requests with JavaScript and residential proxies) before committing.

Scrapfly publishes self-reported anti-bot bypass success rates on its documentation and blog. The platform reports a 98 percent success rate against Cloudflare Bot Management, DataDome, Akamai, Kasada, and 17 other anti-bot vendors. These are Scrapfly's own figures from their testing, not independently verified, but the specificity and consistency of the claims across documentation and product pages lend credibility. The company offers a live dashboard showing success rate and latency metrics per request type, so users can monitor real performance against their own targets. The availability of per-request data is a feature many competing services lack.

The technical execution is polished. Request routing is intelligent, with the platform selecting between HTTP-layer evasion (Curlium) and JavaScript browser rendering (Scrapium) based on the detected anti-bot system, rather than requiring users to guess which approach will work. This automation reduces configuration complexity. The Cloud Browser component gives users access to a stealth Chromium instance that supports standard browser automation libraries, useful for complex login flows or highly interactive sites where a simple fetch API is insufficient. The Extraction API uses large language models to parse HTML into structured data, eliminating the need for fragile CSS selectors or XPath rules.

The integration ecosystem is forward-thinking and positions Scrapfly well for the AI-agent era. The MCP Server allows Claude and other MCP clients to call Scrapfly directly, so an AI agent can fetch and parse live web content as part of its reasoning loop. Playwright and Puppeteer compatibility for the Cloud Browser means teams with existing browser automation code can migrate with minimal changes. API support across Python, JavaScript, Go, and other languages is comprehensive.

The A-minus grade reflects Scrapfly's exceptional execution on fundamentals: transparent pricing, pay-on-success billing that aligns incentives, broad feature breadth unified in one product, and genuinely useful integrations for modern workflows. The minus is not a criticism of the platform itself, but rather a reflection of its relative youth compared to services like Zyte and ScraperAPI, which have more years of production usage across diverse use cases. The published anti-bot success rates, while detailed and specific, are Scrapfly's own reported figures rather than third-party verified benchmarks, so engineers evaluating multiple platforms should treat the 98 percent number as Scrapfly's claim and test it themselves against their own target websites.

For teams prioritizing transparent billing, minimal configuration friction, and access to multiple products under one API key, Scrapfly is an excellent choice and arguably the strongest option in the market today. The pay-on-success model removes a major pain point of older platforms. The unified credit system and mix-and-match product approach scale well as requirements evolve. For users currently stuck on older, more expensive platforms, evaluating Scrapfly is worthwhile and often results in significant savings and better developer experience.