Structured endpoints vs generic scraping API
ScrapingBee is a straightforward scraping API for fetching pages with proxy and browser options. Crawlora is more focused on supported platform endpoints that return normalized JSON.
Compare Crawlora's platform-specific structured APIs with ScrapingBee's generic web scraping API for proxy rotation and headless browser handling.
先说结论
Crawlora is the ScrapingBee alternative when you want normalized JSON from supported platforms without maintaining parsers. ScrapingBee is the stronger fit when you want a simple generic scraping API for arbitrary URLs with proxy and headless-browser options.
| 买家问题 | 直接回答 | 下一步 |
|---|---|---|
| ScrapingBee alternatives | Crawlora is a ScrapingBee alternative focused on documented platform endpoints returning structured JSON rather than raw HTML for arbitrary URLs. | Run your target in Crawlora's Playground and compare the JSON to ScrapingBee's response before migrating. |
| ScrapingBee pricing | ScrapingBee prices by API credits that vary with JS rendering and premium proxies. Crawlora uses a fixed, documented credit weight per endpoint, billed only on successful 2xx responses, with a 2,000-credit/month free tier. | Compare cost per successful result using Crawlora's pricing calculator and ScrapingBee's current credit costs. |
| ScrapingBee vs Crawlora | Choose ScrapingBee for generic URL scraping you will parse; choose Crawlora for maintained platform endpoints with normalized JSON. | Decide whether you want raw pages or structured records, then trial the matching tool. |
基准测试
在下表将 Crawlora 与 ScrapingBee 对比之前，先来看看 Crawlora 自身的表现：我们对 Crawlora 的 /web/scrape 端点，针对 30 个分层抽样的公开 URL（文档类、电商类和受反爬保护的网站）各运行一次请求，并绕过缓存。21/30 次请求返回了可用内容。
This is Crawlora's own measured reliability on a single disclosed run — not a head-to-head benchmark against Firecrawl, Scrapfly, or any other named competitor. We don't hold API keys for competitor products and won't publish a number for a tool we haven't actually run.
内部测试，运行于 。最近一次核实于 . 完整方法论与逐 URL 结果.
简要结论
Crawlora is stronger for platform-specific schemas. ScrapingBee is stronger for generic page scraping and browser/proxy handling around arbitrary URLs.
快速对比
可将此表作为评估 Crawlora 与 ScrapingBee 的起点，在做出生产环境决策前，请务必到两家服务商的官方页面核实最新信息。
| 类别 | Crawlora | ScrapingBee |
|---|---|---|
| Product type | Structured platform APIs | Generic scraping API |
| Best for | Structured platform data | Generic web pages |
| Output format | Normalized JSON for supported endpoints | Page output or extracted data depending on workflow |
| Structured JSON | Yes for supported endpoints | Available through extraction or dedicated APIs; check docs |
| Generic URL scraping | Not the main positioning | Yes |
| Platform-specific APIs | Supported endpoint catalog | Dedicated APIs for selected sources; check official docs |
| Browser rendering | Browser-backed rendering included in the endpoint's flat weight | render_js defaults to true, so the default request costs 5 credits rather than the 1 credit a no-JS request costs |
| Proxy management | Managed proxy routing for supported workflows | Rotating proxy by default; premium_proxy costs 10 credits without JS or 25 with, stealth_proxy 75 with JS |
| Retry/fallback behavior | Supported where available | Auto-Mode (mode=auto) escalates through configurations and charges only for the one that succeeds |
| Parser maintenance | Reduced for supported endpoints | Customer often owns extraction logic; AI extraction (ai_query, ai_extract_rules) adds 5 credits per request |
| Entry price | $9/month Starter (20,000 credits) | $19/month Hobby (75,000 credits), then $49 Freelance (250,000), $99 Startup (1,000,000), $249 Business (3,000,000), $599 Business+ (8,000,000) |
| Free tier | 2,000 free credits every month, no card required | 1,000 free API credits on signup, no card required |
| Pricing model | Credit-based, one fixed published weight per endpoint covering proxies, retries, rendering and challenge handling | Credit-based, 1 to 75 credits per request depending on parameters: 1 rotating proxy without JS, 5 with JS (the default), 10 premium without JS, 25 premium with JS, 75 stealth with JS |
| Cost of 1,000 default requests | About $1.35 for 1,000 Google SERP calls on the $9 Starter plan (google/search is 3 credits) | About $0.98 on the $49 Freelance plan and $0.41 on the $249 Business plan — a default request is 5 credits because JS rendering is on unless you disable it |
| Cost of 1,000 hard-target requests | Unchanged — the endpoint weight is the same however hard the target was | Premium proxy with JS is 25 credits: about $4.90 per 1,000 on Freelance and $2.08 on Business. Stealth proxy with JS is 75 credits: about $14.70 and $6.22 |
| What counts as billable | Only a successful 2xx response — blocks, timeouts and 4xx/5xx cost zero credits | Under Auto-Mode, only the configuration that succeeds is charged, and a request where every configuration fails costs 0 credits |
| Cost control | Fixed published weight per endpoint, so the cost is known before the call | max_cost caps how far Auto-Mode may escalate, and a /usage endpoint reports credit and concurrency consumption in real time |
| Concurrency | Rate limited per minute: 5 on Free up to 1,000 on Enterprise | Concurrent requests: 25 on Hobby, 50 Freelance, 100 Startup, 200 Business, 400 Business+ |
详情
在 Crawlora 与 ScrapingBee 之间做选择，取决于输出格式、目标覆盖范围、开发者工作流，以及你的团队愿意自行运维多少基础设施。
ScrapingBee is a straightforward scraping API for fetching pages with proxy and browser options. Crawlora is more focused on supported platform endpoints that return normalized JSON.
If you use a generic page response, you usually need extraction rules or parsers. Crawlora reduces parser ownership where the target platform is supported and the endpoint schema fits your use case.
ScrapingBee is often evaluated for headless browser and proxy-handling workflows. Crawlora uses browser-backed rendering and managed proxy routing behind supported endpoints rather than exposing a general browser/page-fetch tool.
Both products use usage-based concepts. Compare based on enabled features, rendering needs, target complexity, and the final usable output. Check ScrapingBee's official pricing page for current plan and credit details.
Crawlora is designed for responsible public web data workflows. It should not be used for private or protected data, and no comparison page should be read as a guarantee that every target will succeed. Review provider terms, target-site rules, and your own compliance requirements before production use.
评估清单
请针对你真实的工作流和维护成本来比较 Crawlora 与 ScrapingBee，而不仅仅是看表面的功能列表。
常见问题
以下关于 ScrapingBee 的对比问答措辞较为保守，具体产品和价格信息请以两家服务商的官方页面为准进行核实。
Yes, when the buyer wants a scraping API. Crawlora is more platform-specific, while ScrapingBee is more generic URL-oriented.
Yes, ScrapingBee is typically a stronger fit when you need to fetch arbitrary pages.
Crawlora is built around normalized JSON for supported endpoints. ScrapingBee can support extraction and dedicated APIs, but the exact output depends on workflow.
If you need generic browser rendering for arbitrary URLs, ScrapingBee may fit better. If the page is part of a supported Crawlora endpoint, Crawlora can abstract rendering behind the API.
Yes. Use Crawlora for supported structured sources and ScrapingBee for unsupported generic page workflows.
ScrapingBee is a generic web scraping API that manages proxies and headless browsers so you can fetch rendered pages by URL and parse them yourself.
Plans are $19/month for 75,000 API credits (Hobby), $49 for 250,000 (Freelance), $99 for 1,000,000 (Startup), $249 for 3,000,000 (Business) and $599 for 8,000,000 (Business+), plus a custom tier, with 1,000 free credits on signup and no card required. What a request actually costs depends on the parameters — see the next question.
Between 1 and 75, per ScrapingBee's own documentation: 1 for a rotating proxy without JavaScript rendering, 5 for a rotating proxy with rendering, 10 for a premium proxy without rendering, 25 for a premium proxy with rendering, and 75 for a stealth proxy with rendering. AI extraction via ai_query or ai_extract_rules adds 5 on top. The one that catches people out is that render_js defaults to true, so an ordinary call costs 5 credits unless you explicitly turn rendering off.
On ScrapingBee, a defended target usually means premium proxy with rendering at 25 credits — roughly $4.90 per 1,000 requests on the $49 Freelance plan or $2.08 on the $249 Business plan — and a stealth proxy at 75 credits is about $14.70 and $6.22 respectively. Crawlora charges the same published weight for an endpoint no matter how hard the target fought back, so 1,000 Google SERP calls are about $1.35 on the $9 Starter plan and $0.87 on the $29 Growth plan. The trade-off is coverage: ScrapingBee will point at any URL, Crawlora only at documented endpoints.
Not under Auto-Mode. With mode=auto ScrapingBee tries configurations from cheapest to most expensive, charges only for the one that succeeded, and charges 0 credits if every configuration fails — and max_cost lets you cap how far it escalates. Crawlora charges only for a successful 2xx response, so blocks, timeouts and 4xx or 5xx errors are free. On this particular point the two models are closer than most in the category.
最近核实：。竞品的价格和功能可能发生变化，请以各服务商官方页面的最新信息为准。
浏览端点文档，针对 ScrapingBee 未覆盖的平台在 Playground 中运行一次请求，并在决定 Crawlora 是否适合你的工作流之前，对比基于额度的价格。