--- title: "Web Scraping vs API: Which Should You Use? | Scrape.ly" description: "Web scraping vs API: what each gives you, real 2026 prices and limits for X, Google Places and Reddit, and how to call a ready-made scraper as an API." url: https://scrape.ly/blog/web-scraping-vs-api markdown: https://scrape.ly/blog/web-scraping-vs-api.md --- [Guides](https://scrape.ly/blog/category/guides.md) # Web Scraping vs API: Which to Use, What Each Costs, and How to Get Both Web scraping vs API: an official API gives you what the platform chooses to expose, on its terms and prices; scraping gets you what any visitor sees. Real 2026 prices for X, Google Places and Reddit, and how to call a scraper like an API. [Scrape.ly Team The team behind Scrape.ly](https://scrape.ly/blog/author/scrapely-team.md) - Published Oct 23, 2026 - Reading time 7 min read ![Pixel-art robot with an orange >\_ on its terminal head carries a data card out between two routes: a cable from a browser window on the left and a cable from an API socket with curly braces and a Scrape.ly-branded plug on the right](https://scrape.ly/media/web-scraping-vs-api.png?w=1080) Web scraping vs API is a choice between two doors into the same website. An official API is a door the platform built for programs: documented, structured, and open only as far as the platform's pricing and terms allow. Web scraping uses the front door everyone else uses, so you get whatever a visitor can see, and the parsing, blocking and maintenance are yours. There is a third option that most guides skip: a scraper someone else maintains, exposed as an API. That is how Scrape.ly works. Each of the 568 Actors in the Store runs behind one REST endpoint, so you call a scraper the way you'd call any API. Below are the trade-offs, real prices for the X, Google Places and Reddit APIs as of 22 October 2026, and the code. ## Web scraping vs API at a glance | | Official API | DIY web scraping | Scrape.ly (scraping as an API) | | ---------------------------------- | ---------------------------------------------------- | --------------------------- | ---------------------------------------------------- | | What you get | The fields and endpoints the platform chooses | Anything a visitor can see | Anything a visitor can see, as structured JSON | | Getting access | Developer account, keys or OAuth, sometimes approval | None | One API token | | Output | Structured, documented | Raw HTML you parse yourself | Structured records, exportable to JSON, CSV or Excel | | Who fixes it when the site changes | The platform (with deprecations on its schedule) | You | The Actor's maintainer | | Blocking and proxies | Not an issue, but rate limits apply | Your problem | Proxies included | | Pricing | Set by the platform, often per request or per record | Your servers and proxies | Per result, shown on each Actor page | | AI agents | Per-API integration | Write your own tools | One MCP server for every Actor | ## What an official API gives you, and what it costs An official API is the right tool when the platform offers exactly the data you need at a price you accept. In practice, three things limit it: what the platform chooses to expose, what it charges, and the terms you agree to. Here is what three popular APIs looked like on 22 October 2026. **X (Twitter).** The X API is now [pay-per-usage](https://docs.x.com/x-api/getting-started/pricing): reading a post costs $0.005 and reading a user costs $0.010, and pay-per-usage plans are "capped at 3 million Post reads per monthly billing cycle", above which X points you to an Enterprise plan. Reading 1,000 posts costs $5.00. **Google Places.** The Places API returns places in pages of at most 20, and Text Search "returns a maximum of 60 results across all pages" for a query ([Text Search docs](https://developers.google.com/maps/documentation/places/web-service/text-search)). Fields are priced in tiers: a place's rating, review count, phone number, website and opening hours all sit in the Enterprise tier, and its reviews in Enterprise + Atmosphere ([data fields](https://developers.google.com/maps/documentation/places/web-service/data-fields)). **Reddit.** The [Data API wiki](https://support.reddithelp.com/hc/en-us/articles/16160319875092-Reddit-Data-API-Wiki) requires every client to authenticate with OAuth, limits free access to 100 queries per minute per OAuth client ID, and binds you to Reddit's developer and Data API terms. You must also delete any content that was deleted on Reddit, and Reddit recommends deleting stored user data within 48 hours. None of these are bad deals for what they are. But each one decides your coverage, your volume and your costs for you. ## What web scraping gives you, and what it costs Scraping reads the same pages a visitor sees, so coverage is limited only by what's public. Our [Google Maps Scraper](https://scrape.ly/store/cornerledger/google-maps-scraper.md) reads up to about 200 places per search, against Text Search's 60; a public X profile shows its posts without an API key; public subreddit listings are open to logged-out visitors. The cost is engineering. A do-it-yourself scraper needs: - **Parsing** that matches the site's current layout and breaks when it changes. - **JavaScript rendering** for pages that build their content in the browser. - **Proxies and retries**, because busy sites rate-limit and block repeated requests from one IP. - **Scheduling, storage and monitoring**, so the data arrives every day and you notice when it stops. For one site and one script that's an afternoon. For ten sites running daily, it's a job. ## Web scraping and APIs together: a scraper as an endpoint Scrape.ly removes the engineering half of that trade-off. Each Actor in the Scrape.ly Store is a maintained scraper for one site or job, and every one of them runs behind the same REST API. The [Scrape.ly API](https://scrape.ly/api.md) pages show the common ones, such as the [X (Twitter) API](https://scrape.ly/api/twitter-x-api.md), [Reddit API](https://scrape.ly/api/reddit-api.md) and [Google Maps API](https://scrape.ly/api/google-maps-api.md), each a Store Actor you call with an input and get JSON back from. Create a token under **Settings → API & Integrations** and export it as `SCRAPELY_TOKEN`. This call runs the [Reddit Posts Scraper](https://scrape.ly/store/echofield/reddit-posts-scraper.md) on r/python and returns the posts in the same HTTP response: ```shell curl -X POST "https://api.scrape.ly/v2/actors/echofield~reddit-posts-scraper/run-sync-get-dataset-items" -H "Authorization: Bearer $SCRAPELY_TOKEN" -H "Content-Type: application/json" -d '{"subredditUrls": ["r/python"], "maxPostsCount": 10}' ``` The synchronous endpoint waits up to 45 seconds. For longer jobs, start the run with `POST /v2/actors/{actor}/runs` and read the results when it finishes, or use a client that waits for you. In Python (`pip install scrapely-client-python`), reading recent posts from a public X profile with the [Tweet Scraper](https://scrape.ly/store/echofield/tweet-scraper.md) looks like this: ```python import os from scrapely_client import ScrapelyClient client = ScrapelyClient(os.environ["SCRAPELY_TOKEN"], api_url="https://api.scrape.ly") run = client.actor("echofield/tweet-scraper").call( run_input={"twitterHandles": ["NASA"], "maxItems": 20, "sort": "Latest"} ) print(run.status) # SUCCEEDED, FAILED, ABORTED or TIMED-OUT for post in client.dataset(run.default_dataset_id).iterate_items(): print(post["createdAt"], post.get("likeCount"), post["text"][:80]) ``` AI agents get the same reach without any code. Add the Scrape.ly MCP server in Claude Code with `claude mcp add --transport http scrapely https://api.scrape.ly/mcp`, sign in with `/mcp`, and ask: "Use scrapely to get the 10 newest posts in r/python with their scores." The agent finds the Actor, reads its input schema, runs it and reads the results. ## A real call: r/python in 6 seconds We ran the Reddit Posts Scraper's [Newest posts in r/python](https://scrape.ly/store/echofield/reddit-posts-scraper/presets/url.md) preset on 22 October 2026. It returned 10 posts in 5.8 seconds with 2 requests, and was charged $0.014179: 10 results × $0.0014 = $0.014 in result fees plus $0.00018 of platform usage. The first four posts (authors are private people and are left out here): | Title | Flair | Score | Comments | | ---------------------------------------------------------------------------------------------------- | ---------- | ----- | -------- | | Emudhra compromise affects older versions of key Python libraries - uv, certifi, pip, sigstore, pixi | News | 45 | 2 | | I made a free Python ML cheat sheet repo — 9 topics | Tutorial | 0 | 0 | | Python - Numpy Pandas | Discussion | 0 | 11 | | Parsing EDIFACT with syntax trees | News | 2 | 1 | Each full record carries 75 fields, from `upvoteRatio` and `createdAt` to computed ones such as `scorePerHour` and `commentsPerHour`. There was no OAuth app to register and no rate-limit header to watch. Our [Reddit scraping guide](https://scrape.ly/blog/reddit-scraping.md) walks through the same Actor in detail. ## What it costs: official API vs scraping API Take 1,000 public posts from X: | Route | Price for 1,000 posts | Source | | ----------------------- | ---------------------------------------------------------------- | ---------------------------------------------------------------------- | | X API, pay-per-usage | 1,000 × $0.005 = **$5.00** | [docs.x.com pricing](https://docs.x.com/x-api/getting-started/pricing) | | Scrape.ly Tweet Scraper | 1,000 × $0.0003 = **$0.30** in post fees, about $0.32 with usage | [Tweet Scraper](https://scrape.ly/store/echofield/tweet-scraper.md) | That's about one fifteenth of the price, without X's monthly read cap or a developer account. The same pattern shows up wherever an official API prices per record. The Store price is always on the Actor page, so you can do this arithmetic before you run anything, and a maximum charge per run guarantees the bill can't exceed what you set. ## When the official API is still the right tool Use the platform's own API when you need to **act**, not read: posting, sending messages, managing an ad account, or reading private data a user has authorised you to see. Payments, bookings and anything with legal consequences should always go through the provider's API. Scraping is for reading public data, and that's where Scrape.ly is the better default. ## Hybrid patterns that work - **API for writes, scraping for reads.** Post through the X API; monitor public replies and competitors with the Tweet Scraper. - **API first, scraping for the gaps.** Use an official feed where it exists, and fill in fields or volume it doesn't cover. - **Scraping first, API for verification.** Pull broad public data cheaply, then check the few records that matter against the official source. - **One schema.** Map every source into the same fields, so downstream code doesn't care where a record came from. ## What to watch out for - **Terms.** An official API binds you to its developer terms, including deletion duties such as Reddit's. Scraping public pages doesn't create that contract, but other law still applies; see [is web scraping legal](https://scrape.ly/blog/is-web-scraping-legal.md). - **Personal data.** Posts and comments are written by people. Collect only the fields you need and keep them only as long as you need them. - **Layout changes.** DIY scrapers break when sites change. With a Store Actor, the maintainer updates the scraper and your API call stays the same. - **Long runs.** The synchronous endpoint waits up to 45 seconds and then answers `408` while the run keeps going. Don't call it again; read the run's results instead. - **Runaway costs.** Set the Actor's own limit (such as `maxItems`) and a maximum charge for the run. ## FAQ ### Is web scraping better than an API? For reading public data, usually yes: it covers everything a visitor can see, it isn't capped by an API plan, and on Scrape.ly it can cost far less per record, as the X example shows. For writing data or reading private, user-authorised data, use the official API. ### Is API vs web scraping a legal question? Partly. An API comes with terms you accept when you sign up. Scraping public pages without logging in doesn't create that contract, though copyright, database and privacy law still apply. Courts have treated logged-off scraping of public data differently from logged-in access. ### What is a scraping API? A service that runs scrapers for you and returns the results over HTTP. You send a target and options; it handles fetching, rendering, proxies and parsing, and returns JSON. On Scrape.ly, every Store Actor works this way, with the same endpoints and the same token. ### Can I scrape a site that has an official API? Yes: having an API doesn't make public pages off-limits. Many teams scrape because the API lacks fields, caps volume or costs more per record. Read the site's terms if you hold an account there, and respect personal data. ### Why do official APIs have rate limits? To protect the platform's servers and to tie usage to pricing tiers. Reddit's free access, for example, is limited to 100 queries per minute per OAuth client. A scraping API spreads requests over its own proxy pool, but sensible limits still apply. Scrape.ly Store Reddit Posts Scraper Public Reddit posts, comments and communities as JSON from one API call. No OAuth app, $1.40 per 1,000 results. [Try it free](https://scrape.ly/store/echofield/reddit-posts-scraper.md) [Browse the Store](https://scrape.ly/store.md) About the author [Scrape.ly Team](https://scrape.ly/blog/author/scrapely-team.md) The team behind Scrape.ly Scrape.ly is the web data platform from TeraShift GmbH in Switzerland, powered by Evomi: ready-made scrapers in the Scrape.ly Store, a cloud runtime, an API with JavaScript and Python SDKs, proxies, a hosted anti-bot browser and an MCP server for AI agents. - [Website](https://scrape.ly/index.md) Keep reading ## More in Guides - [![Pixel-art robot with an orange >\_ on its terminal head stands thinking between two matching arcade cabinets, one with the Playwright logo and one with the green Selenium logo, next to a crate bearing the Scrape.ly logo](https://scrape.ly/media/playwright-vs-selenium.png?w=750)](https://scrape.ly/blog/playwright-vs-selenium.md) ### [Playwright vs Selenium for Web Scraping: The Same Scraper in Both (Python)](https://scrape.ly/blog/playwright-vs-selenium.md) [Playwright vs Selenium for web scraping: languages, browsers, waiting, network interception, parallel sessions and detection, from the official docs, plus the same Python scraper written in both and tested on 22 October 2026.](https://scrape.ly/blog/playwright-vs-selenium.md) - [![Pixel-art robot with an orange >\_ on its terminal head stands thinking between two matching browser windows on stands, one with the Playwright logo and one with the green Puppeteer logo, next to a crate bearing the Scrape.ly logo](https://scrape.ly/media/playwright-vs-puppeteer.png?w=750)](https://scrape.ly/blog/playwright-vs-puppeteer.md) ### [Playwright vs Puppeteer for Web Scraping: The Same Scraper in Both (Node.js)](https://scrape.ly/blog/playwright-vs-puppeteer.md) [Playwright vs Puppeteer for web scraping: languages, browsers, auto-waiting, locators, network interception, tracing and stealth plugins, checked on the official docs on 23 October 2026, plus the same Node.js scraper written in both and tested.](https://scrape.ly/blog/playwright-vs-puppeteer.md) - [![Pixel-art robot with an orange >\_ on its terminal head walks out through an open iron gate whose arch carries the orange Cloudflare cloud logo, carrying a data card from the web page inside towards a crate](https://scrape.ly/media/bypass-cloudflare-scraping.png?w=750)](https://scrape.ly/blog/bypass-cloudflare-scraping.md) ### [How to Bypass Cloudflare When Scraping (Responsibly)](https://scrape.ly/blog/bypass-cloudflare-scraping.md) [What Cloudflare actually checks (bot scores, TLS fingerprints, challenge pages, Turnstile), from its own docs, why a plain HTTP request fails, and the responsible ways to scrape public pages behind it, up to a hosted browser that solves Turnstile.](https://scrape.ly/blog/bypass-cloudflare-scraping.md) ## The internet is full of data. Start owning yours. Scrape.ly gives you the infrastructure, the tooling, and the team to extract, process, and operationalize web data at any scale. Setup takes minutes. The advantage lasts forever. [Get Started Free](https://my.scrape.ly/register) [Chat with Support](mailto:support@scrape.ly?subject=Question%20about%20Scrape.ly\&body=Hi%2C%20I%20have%20a%20question%20about%20Scrape.ly.) No credit card. No setup calls.