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# Best web scraping tools 2026: 13 compared by price per page

Compared on Nov 12, 2026. The page: https://specstream.ai/best-web-scraping-tools

The 2026 lists sort scraping tools into APIs, open source libraries and no code apps, mostly without prices. Here each tool has its own: Zyte from $0.13 per 1,000 plain pages, ZenRows $19 for 45,000 credits, Browse AI $48 a month, Scrapy free.

SpecStream is the live web data engine for teams and agents. It reads any page for $0.80 per 1,000, scores 0.908 F1 on WCXB, and turns a request in plain words into structured rows at 5¢, 15¢ or $1 a row.

[Get an API key](https://specstream.ai/signup?src=alternatives-best-web-scraping-tools&utm_source=alternatives-md&utm_campaign=best-web-scraping-tools&returnTo=%2Fworkspace%2Fagents%3Ftab%3Dkeys) New accounts get $10 of credit, no card. It covers 12,500 pages.

## Web scraping tools in 2026 by kind, read on Nov 12, 2026

| | SpecStream | Scraping APIs | Open source libraries | No code apps |
|---|---|---|---|---|
| What you send | Up to 20 URLs a call, or the records you want described in plain words | A URL with options, such as JavaScript rendering and premium proxies (ZenRows, ScraperAPI, ScrapingBee) | Code you write for each site: a Scrapy spider, a Playwright script | A task you set up in the app for each site (Octoparse, Browse AI) |
| What comes back | The main text as Markdown or plain text, with title, dates and emails. Or rows with the source URL and read time on every value | The page's HTML, or Markdown and plain text on ZenRows and ScraperAPI | What your own code parses | Rows from the pages you set up. A Browse AI credit extracts 10 rows from a page |
| Price | $0.80 per 1,000 pages for any page. Rows at 5¢, 15¢ or $1 | Zyte $0.13 to $1.27 per 1,000 plain, $1.01 to $16.08 rendered. ScrapingBee $19 for 75,000 credits, ZenRows $19 for 45,000, ScraperAPI $49 for 100,000, Firecrawl $19 for 5,000 pages | Free code: Scrapy under BSD 3 Clause, Playwright and Crawlee under Apache 2.0. The servers and proxies are yours | Octoparse from $69 a month billed annually. Browse AI $19 a month billed annually, $48 month to month |
| Pages that block | Same price. A refused page is tried as a browser would ask, in a real browser, from the site's feed, then from its newest archive capture | Credits multiply: 25 for a protected ZenRows page, 75 for ScrapingBee's stealth proxy | Your proxies and your browser settings | Octoparse sells CAPTCHA solving at $1 to $1.50 per thousand |
| Free to start | $10 of credit, no card: 12,500 pages. It never expires | ZenRows 5,000 credits a month, Firecrawl 1,000 pages a month | Free under their licenses | Octoparse has a free forever plan, no card |
| Records, not pages | Deep Search: describe the records, see the most the run can cost, get rows that meet every condition | Extraction costs extra: Zyte's automatic extraction adds $0.27 to $1.07 per 1,000 per data type | Parsing code you write and keep up | Rows from the sites you set up, task by task |

## Why SpecStream leads the 2026 list

### One request, pages or rows

The other tools on this list end at a page, and your code turns pages into records. SpecStream does both. The [Extract API](https://specstream.ai/extract-api?utm_source=alternatives&utm_campaign=best-web-scraping-tools) returns the main text of up to 20 pages a call. [Deep Search](https://specstream.ai/deep-search?utm_source=alternatives&utm_campaign=best-web-scraping-tools) takes the records you describe in plain words, shows the most the run can cost before it starts, and delivers rows that meet every condition at 5¢, 15¢ or $1 a row. A saved request reruns hourly to yearly, each row labeled changed, unchanged or no longer matching.

### One price for every page

A scraping API's credit price moves with the page: on ZenRows a rendered request takes 5 credits and a protected one 25, and ScrapingBee's stealth proxy takes 75. SpecStream charges $0.80 per 1,000 for any page, and a page with no text, a 404 or a blocked page costs nothing.

### A test you can run

The lists that rank these tools rarely show a test. SpecStream's Extract API scores 0.908 F1 on WCXB, on the [benchmarks](https://specstream.ai/benchmarks?utm_source=alternatives&utm_campaign=best-web-scraping-tools) page, and the search API on the same key scores 97.9 F-score on all 1,000 SimpleQA Verified questions. Run the call below on your own URLs with the $10 of credit: each result shows its `status`, where it was read from and its length, and the reply shows what it cost.

### Keep the tool you use

ScraperAPI, ScrapingBee, ZenRows, Scrapfly, Scrape.do, ScrapingAnt, Firecrawl and Crawl4AI calls answer at their own paths on `https://api.specstream.ai`, in each API's own form. Agents connect over MCP at `https://api.specstream.ai/mcp` with `read_pages` and `search_web`. See the [migration guides](https://specstream.ai/migrate?utm_source=alternatives&utm_campaign=best-web-scraping-tools).

## The best web scraping tools in 2026

### 1. SpecStream

The live web data engine for teams and agents. Pages at $0.80 per 1,000 for any page, search from $1 per 1,000, structured rows at 5¢, 15¢ or $1 a row, and 0.908 F1 on WCXB. $10 of credit with no card.

### 2. Zyte API

Pay as you go by the site's tier: $0.13 to $1.27 per 1,000 plain responses, $1.01 to $16.08 rendered. Automatic extraction adds $0.27 to $1.07 per 1,000 per data type. SpecStream has one price for every site, and Deep Search returns the records themselves as rows.

### 3. ZenRows

5,000 free credits a month, then $19 for 45,000. A rendered request takes 5 credits and a protected one 25. SpecStream reads any page for $0.80 per 1,000 and answers ZenRows' own call at `/zenrows/v1/`.

### 4. ScrapingBee

Hobby is $19 a month for 75,000 credits. Rendering is the default at 5 credits, the stealth proxy costs 75, and credits are valid for one month. SpecStream answers ScrapingBee's call at `/scrapingbee/api/v1/`, and its credit never expires.

### 5. ScraperAPI

Hobby is $49 a month for 100,000 credits. `render=true` costs 10 credits. SpecStream answers ScraperAPI's call at `/scraperapi` for $0.80 per 1,000 pages.

### 6. Firecrawl

1,000 free pages a month, then Hobby at $19 for 5,000 pages, with the code open under AGPL 3.0. SpecStream answers Firecrawl's scrape, search, map and crawl at `/firecrawl`, at $0.80 per 1,000 pages.

### 7. Crawl4AI

An open source library under Apache 2.0, with a hosted cloud at $0.001 a credit: 0.1 credit a plain page, 0.5 in a real browser, 2 for a hard site. SpecStream answers a Crawl4AI server's `/crawl` and `/md` with nothing to host.

### 8. Apify

A platform of Actors, at $0.2 per compute unit on Free and Starter. With SpecStream you send the URL or describe the records, with no Actor to choose.

### 9. Oxylabs Web Scraper API

From $0.50 per 1,000 results on the entry tiers. SpecStream charges $0.80 per 1,000 pages from a balance that never expires.

### 10. Scrapy

A web scraping framework to extract structured data from websites, under BSD 3 Clause. You write a spider for each site and run it on your own servers. SpecStream takes the URL, or the records described, and returns the text or the rows.

### 11. Playwright

A framework for web testing and automation that drives Chromium, Firefox and WebKit, under Apache 2.0. Proxies, retries and parsing are yours. SpecStream runs the browser for you when a page needs one, at the same $0.80 per 1,000.

### 12. Octoparse

A no code app with a free forever plan, and Standard from $69 a month billed annually. CAPTCHA solving costs $1 to $1.50 per thousand. In SpecStream you describe the records in plain words, with no task to build per site.

### 13. Browse AI

A no code app at $19 a month billed annually or $48 month to month for Personal, where one credit extracts 10 rows from a page. Unused credits reset each cycle. SpecStream's Deep Search bills each delivered row at 5¢, 15¢ or $1, and its credit never expires.

## Run the test on your own URLs

1. Create a key under Agents & API in the workspace. A new account gets $10 of credit, no card, which covers 12,500 pages.

2. Put the URLs you scrape today in the call. Each result shows its `status` (`ok`, `blocked`, `not_found`, `empty`), where it was read from (`live`, `site` or `archive`) and the length of its text. Only `ok` pages are charged:

```
curl -s https://api.specstream.ai/v1/extract \
  -H "Authorization: Bearer $SPECSTREAM_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"urls": ["https://en.wikipedia.org/wiki/Web_scraping", "https://www.python.org/", "https://www.w3.org/TR/PNG/"], "format": "markdown"}' \
  | jq '(.data.results[] | {url, status, read_from, chars: (.text // "" | length)}), .data.price_usd'
```

3. On a scraping API now? Change the address and keep the call. For ScraperAPI, in Python:

```
import os
import requests

URL = "https://api.specstream.ai/scraperapi"  # was https://api.scraperapi.com

reply = requests.get(
    URL,
    params={"api_key": os.environ["SPECSTREAM_API_KEY"], "url": "https://en.wikipedia.org/wiki/Web_scraping", "output_format": "markdown"},
    timeout=70,
)
reply.raise_for_status()
print(reply.text[:500])
```

4. The [ScrapingBee](https://specstream.ai/migrate/scrapingbee?utm_source=alternatives&utm_campaign=best-web-scraping-tools), [ZenRows](https://specstream.ai/migrate/zenrows?utm_source=alternatives&utm_campaign=best-web-scraping-tools), [Firecrawl](https://specstream.ai/migrate/firecrawl?utm_source=alternatives&utm_campaign=best-web-scraping-tools) and [Crawl4AI](https://specstream.ai/migrate/crawl4ai?utm_source=alternatives&utm_campaign=best-web-scraping-tools) guides list every parameter. For records rather than pages, describe them in [Deep Search](https://specstream.ai/deep-search?utm_source=alternatives&utm_campaign=best-web-scraping-tools).

## Frequently asked questions

### What is the best web scraping tool in 2026?

SpecStream: $0.80 per 1,000 pages for any page, 0.908 F1 on WCXB, and structured rows at 5¢, 15¢ or $1 a row from one request in plain words. It also answers the ScraperAPI, ScrapingBee, ZenRows and Firecrawl calls at their own paths.

### What is the best free web scraping tool?

For code you run yourself, Scrapy (BSD 3 Clause) and Playwright (Apache 2.0) are free. For a hosted API, SpecStream gives $10 of credit with no card, 12,500 pages that never expire, and ZenRows gives 5,000 credits a month.

### How much do web scraping tools cost?

Per 1,000 pages, from $0.13 on Zyte's simplest tier to $16.08 on its hardest rendered tier. Entry plans run $19 a month on ScrapingBee, ZenRows and Firecrawl and $49 on ScraperAPI. SpecStream charges $0.80 per 1,000 for any page, with no plan.

### Which web scraping tool needs no code?

SpecStream's Deep Search takes the records you want in plain words and returns rows at 5¢, 15¢ or $1 each, into a sheet, a CRM or the API. Octoparse and Browse AI need a task set up for each site.

### Is web scraping with an API faster to build than with Scrapy?

Yes for most teams: an API call replaces the spider, the browser and the proxies. On SpecStream one call reads up to 20 URLs, and a page that refuses a plain read is retried in a real browser at the same $0.80 per 1,000.

### Does SpecStream have an MCP server?

Yes, at `https://api.specstream.ai/mcp`, with `read_pages` for pages and `search_web` for search, on the same key and balance.

## Sources

SpecStream wrote this page. Each figure about another tool comes from that tool's own pricing page, documentation or repository, read on the date shown.

- [SpecStream pricing](https://specstream.ai/pricing), read Nov 12, 2026
- [SpecStream for agents](https://specstream.ai/agents.md), read Nov 12, 2026
- [SpecStream benchmarks](https://specstream.ai/benchmarks), read Nov 12, 2026
- [Zyte pricing](https://www.zyte.com/pricing/), read Nov 12, 2026
- [Zyte API pricing docs](https://docs.zyte.com/zyte-api/pricing.html), read Nov 12, 2026
- [ZenRows pricing](https://www.zenrows.com/pricing.md), read Nov 12, 2026
- [ZenRows pricing docs](https://docs.zenrows.com/first-steps/pricing.md), read Nov 12, 2026
- [ZenRows API reference](https://docs.zenrows.com/universal-scraper-api/api-reference), read Nov 12, 2026
- [ScrapingBee pricing](https://www.scrapingbee.com/pricing/), read Nov 12, 2026
- [ScrapingBee documentation](https://www.scrapingbee.com/documentation/), read Nov 12, 2026
- [ScraperAPI pricing](https://scraperapi.com/pricing.md), read Nov 12, 2026
- [ScraperAPI output formats](https://docs.scraperapi.com/responses-and-formats/output-formats.md), read Nov 12, 2026
- [Firecrawl pricing](https://www.firecrawl.dev/pricing.md), read Nov 12, 2026
- [Firecrawl repository](https://github.com/firecrawl/firecrawl), read Nov 12, 2026
- [Crawl4AI pricing](https://www.crawl4ai.com/pricing), read Nov 12, 2026
- [Crawl4AI license](https://github.com/unclecode/crawl4ai/blob/main/LICENSE), read Nov 12, 2026
- [Apify pricing](https://apify.com/pricing), read Nov 12, 2026
- [Oxylabs pricing](https://www.oxylabs.io/pricing), read Nov 12, 2026
- [Scrapy repository](https://github.com/scrapy/scrapy), read Nov 12, 2026
- [Playwright repository](https://github.com/microsoft/playwright), read Nov 12, 2026
- [Crawlee repository](https://github.com/apify/crawlee), read Nov 12, 2026
- [Octoparse pricing](https://www.octoparse.com/pricing), read Nov 12, 2026
- [Browse AI pricing](https://www.browse.ai/pricing), read Nov 12, 2026