The best web scraping APIs in 2026 are Apify (best for AI/LLM pipelines, affordable pricing, and a 4.8/5 rating) Bright Data (98.87% success rate, enterprise-grade), ScrapingBee (best ease of use, 4.9/5 Capterra), and ZenRows (fastest response times). The right choice depends on your scale, budget, and whether you're building for AI or traditional data pipelines.
Best Web Scraping APIs 2026
Independently tested across Amazon, Google, GitHub, Zillow, Indeed, Capterra & X (Twitter) · Updated July 2026
| # | Tool | Starting Price | Success Rate | Free Trial | JS Rendering | Countries | Capterra Rating | Best For |
|---|---|---|---|---|---|---|---|---|
| 1 |
Apify
31K+ Actors · MCP server
|
$29 / mo
+ pay-as-you-go
|
97.14% | $5/mo free tier (no card) | ✓ | Any | AI agents · LLM pipelines | |
| 2 |
Bright Data
150M+ IPs · Luminati
|
$1.50 / 1K req
Pay-as-you-go
|
98.87% | 7-day / $25 credit | ✓ | 195 | Enterprise · highest reliability | |
| 3 |
ScrapingBee
Headless Chrome · AI extraction
|
$49 / mo
250K credits
|
96.62% | 1,000 API credits | ✓ | Any | Ease of use · AI extraction | |
| 4 |
ZenRows
AI anti-bot · 55M IPs
|
$69 / mo
250K basic req
|
96.29% | 1,000 API credits | ✓ | 190+ | Fast response · mid-range price | |
| 5 |
Oxylabs
177M+ IPs · AI infra
|
$75 / mo
~$9.40 / GB
|
95.40% | 7-day / 5,000 results | ✓ | 195 | Large-scale enterprise | |
| 6 |
Decodo (SmartProxy)
4 specialized APIs
|
$19 / mo
38K requests
|
94.20% | 2,000-req free tier | ✓ | 195+ | Social · SERP · e-commerce | |
| 7 |
Scrapingdog
Dedicated endpoints · budget
|
$40 / mo
200K credits
|
~94% | 1,000 API credits | ✓ | Any | Budget · popular platforms | |
| 8 |
ScraperAPI
Best docs · 6+ languages
|
$49 / mo
100K credits
|
72.57% | 5,000 credits / 7-day | ✓ | 50+ | Beginners · simple projects | |
| 9 |
Nimbleway
AI-native · auto-parsing
|
$600 / mo
+ $2.5 / CPM
|
Not tested | 100 credits / 100 CPM | ✓ | Any | AI-powered parsing at scale | |
| 10 |
Octoparse
No-code visual builder
|
$75 / mo
Visual tool
|
Not tested | 14-day free trial | ✓ | Any | Non-developers · no code |
How I Tested and Ranked the Web Scraping APIs
I selected these APIs based on their features, pricing, reputation, documentation, and user feedback. I then personally tested each service on the same websites, including Amazon, Google, GitHub, Zillow, Indeed, Capterra, and X.
I compared each API based on:
- Request success rate
- Response speed
- Data accuracy
- JavaScript rendering
- CAPTCHA and anti-bot handling
- Website coverage
- Pricing and credit usage
- Documentation and ease of integration
- Ratings on G2, Capterra, and Trustpilot
I ranked each provider according to its tested performance, value for money, reliability, and suitability for different scraping projects.
Why Trust This Review?
I have over three years of professional experience testing web scraping tools on real-world websites. For this guide, I personally tested each API, reviewed its current pricing, checked independent user ratings, and evaluated features such as JavaScript rendering, proxy management, anti-bot handling, and geo-targeting.
No provider paid for its position in this ranking. The results are based on my hands-on tests, published pricing, and verified user feedback.
The 10 Best Web Scraping APIs of 2026
We have tested the best web scraping APIs and shared the reasons for choosing
Apify is a fundamentally different kind of product — a full platform built around "Actors": serverless cloud programs for scraping, automation, and AI agents. Its marketplace of 31,000+ pre-built Actors covers Google Maps, Amazon, Instagram, TikTok, LinkedIn, and hundreds of other targets.
It's the only platform here with a native MCP server, making it the natural fit for LLM pipelines and AI agent workflows. Read the apify review for more information and performance tests.
Pros
Cons
Verdict: If you're building AI agents, RAG pipelines, or want access to 31,000+ pre-built scrapers for common targets, Apify is the clear choice in 2026. For simple GET-and-parse workflows, a dedicated scraping API will be faster and cheaper.
Starts at $29/mo · Free tier available, no credit card required
Bright Data (formerly Luminati) is the undisputed industry benchmark. With over 150 million IPs spanning 195 countries and a tested success rate of 98.87%, it consistently outperforms every competitor on the hardest targets — Amazon, Google, Zillow, LinkedIn. It's not one product but a full suite: Web Scraper API, Web Unlocker, 600+ no-code scrapers, SERP APIs, and residential, datacenter, ISP, and mobile proxy networks.
Read the Bright Data review for more information and performance tests.
Pros
Cons
Verdict: If your scraping pipeline can't tolerate failures, Bright Data is the safest choice in 2026. Higher cost than budget alternatives, but the reliability justifies it for production workloads and enterprise teams.
Starts at $1.50 / 1,000 requests · 7-day free trial with $25 credit
ScrapingBee earned a 4.9/5 on Capterra — the highest rating among all tools in this list. The API is genuinely simple: send a URL, get back HTML or structured data. It manages thousands of headless Chrome instances and rotating proxies behind the scenes. Its AI extraction engine accepts plain-English instructions and returns structured JSON or CSV with no selectors needed. Read the ScrapingBee review for more information and performance tests.
Pros
Cons
Verdict: ScrapingBee is the top pick for teams that value simplicity and developer experience. Its near-perfect Capterra rating reflects genuinely satisfied users. If you want to spend time on your product — not proxy management — start here.
Starts at $49/mo · 1,000 free API credits, no card required
ZenRows combines a Universal Scraper API with AI-powered unblocking technology and 55 million residential proxies across 190+ countries. In testing it hit 100% success on six of seven benchmark domains, with a 6.7-second average response time — the second-fastest among reliable providers. Its AI anti-bot system handles Cloudflare, WAFs, and custom protections automatically.
Pros
Cons
Verdict: ZenRows is the strong choice for developers who need fast, AI-powered scraping without enterprise pricing. Especially suitable for time-sensitive data collection where response speed matters.
Starts at $69/mo · 1,000 free API credits
Oxylabs is a premium provider built for technical teams running large-scale data projects. It operates over 177 million IPs across 195 countries and scored perfect 100% success across all seven benchmark domains in our testing. Its AI-driven infrastructure includes OxyCopilot — a code assistant that suggests scraping snippets — and a bandwidth-based model that eliminates per-request math. Read the oxylabs review for more information and performance tests.
Pros
Cons
Verdict: Oxylabs is right for businesses that need bulletproof reliability at enterprise scale. The bandwidth-based pricing rewards high-volume use but can surprise smaller teams — always run a test before committing.
Starts at $75/mo · 7-day free trial with 5,000 results
Decodo (rebranded from SmartProxy) offers four specialized scraping APIs: Social Media, SERP, Web, and E-Commerce. This vertical-specific approach means better structured outputs for each data type. At $19/month it's one of the cheapest reliable entry points in this list, and its 1,934 Trustpilot reviews reflect consistent satisfaction at scale. Read the decodo review for more information and performance tests.
Pros
Cons
Verdict: Decodo is strong for teams with clear vertical focus — especially e-commerce, SERP, or social media. At $19/month, it's one of the cheapest reliable entry points in 2026.
Starts at $19/mo · 2,000-request free tier, no card required
Scrapingdog is one of the most underrated tools in this category. At an average effective cost of $0.47 per 1,000 requests, it delivers impressive performance on specific targets — particularly when using its dedicated endpoints for Amazon, Google, LinkedIn, Instagram, YouTube, Walmart, eBay, Indeed, and Zillow. Sub-2-second response times on SERP endpoints stand out. Read the Scrapingdog review for more information and performance tests.
Pros
Cons
Verdict: Excellent for developers targeting popular platforms (Amazon, Google, social) who want to minimize per-request costs. Always use dedicated endpoints per target — the generic endpoint is significantly weaker.
Starts at $40/mo · 1,000 free API credits
ScraperAPI is one of the most approachable scraping APIs available. Its documentation is exceptional across Python, Node.js, PHP, Java, Ruby, and more. Send a URL, get back HTML. No proxy management, no CAPTCHA handling. It shines on specific targets — 100% on Amazon, GitHub, Capterra when the right tier is used — but averaged 72.57% overall in testing. Read the scraperapi review for more information and performance tests.
Pros
Cons
Verdict: ScraperAPI is the right starting point for developers who prioritize easy onboarding and great docs over raw performance. For demanding targets at scale, consider upgrading to ScrapingBee, ZenRows, or Bright Data.
Starts at $49/mo · 5,000 free credits + permanent 1K/mo free plan
Nimbleway is an AI-native platform designed for businesses that need automated data collection at scale. Its AI fingerprint technology mimics real browser behavior to bypass advanced bot detection, and its automated parsing returns structured data without writing selectors. Best suited for larger teams with the budget to match.
Pros
Cons
Verdict: Nimbleway is best for businesses with larger budgets that want AI-assisted collection and parsing at scale. The minimum spend makes it inaccessible for individual developers or startups.
Starts at $600/mo + $2.5/CPM · 100 free credits on trial
Octoparse takes a fundamentally different approach — it's a visual, no-code platform where you point-and-click to build scrapers. No Python, no proxies, no selectors. AI automatically detects data fields on web pages. Cloud-based scraping means your machine doesn't need to stay on. Ideal for business analysts, marketers, and researchers who need data without hiring a developer.
Pros
Cons
Verdict: If you're a business user who needs web data without technical skills, Octoparse is the most accessible tool on this list. Developers will quickly hit its limits.
Starts at $75/mo · 14-day free trial + 5-day money-back guarantee
Frequently Asked Questions
Everything you need to know before choosing a web scraping API.
A web scraping API is a service that handles the technical complexity of extracting data from websites on your behalf. Instead of managing proxies, solving CAPTCHAs, rendering JavaScript, and handling anti-bot detection yourself, you send the API a URL and receive structured data back. This makes data collection faster to build, easier to maintain, and more reliable at scale.
Yes — scraping publicly accessible data is legal in the United States and most countries, provided you are not bypassing authentication or collecting personal data in violation of GDPR/CCPA.
The landmark hiQ v. LinkedIn case (US 9th Circuit) reaffirmed that scraping publicly available data does not violate the Computer Fraud and Abuse Act. Always review the terms of service of any site you plan to scrape.
Costs vary widely. Budget options like Scrapingdog and Decodo start from $19–$40/mo. Mid-range tools like ScrapingBee and ZenRows run $49–$75/mo. Enterprise platforms like Bright Data and Oxylabs use pay-as-you-go or bandwidth-based pricing.
On a per-request basis, costs range from $0.20 per 1,000 requests (budget, simple targets) to $25 per 1,000 requests (enterprise, protected targets).
Bright Data achieved the most reliable Amazon results in testing (96.7% success rate). ScrapingBee and Scrapingdog also performed well at lower price points. For structured Amazon product data specifically, ScraperAPI and Oxylabs offer dedicated Amazon endpoints with parsed JSON output — saving you the hassle of writing selectors.
Apify is the best choice for AI and LLM workflows — it offers a native MCP server at mcp.apify.com, 31,000+ pre-built Actors, and direct integrations with LangChain, LlamaIndex, n8n, Make, and Zapier.
For Markdown-first output optimized for RAG pipelines, also consider Firecrawl, though its overall success rate is lower than dedicated scraping APIs.
The most important factors are: tested success rate on your specific target sites, JavaScript rendering support, geo-targeting coverage for your regions, pricing model (per-request vs. bandwidth), and quality of documentation and support.
Always test with a free trial on your actual target URLs before committing — success rates vary significantly by site, and what works for Amazon may not work for LinkedIn.
Final Verdict
Web scraper APIs are great tools for extracting data from websites. They can help developers to import or export data even anoynmuosly. I have tried to find such strong API tools that are concise with amazing features.
During my research, I came across the tools that I mentioned the 10 best web scraping APIs above. From all of them, I like ZenRows and ScrapingBee web scraping API the most. They have fantastic features at affordable prices. You can check them all and I am sure you will get a comprehensive insight to decide the perfect one for your business.
