Top Diffbot Alternatives in 2026
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Suggest a change- If you want automatic extraction of products, articles, or jobs with simpler, per-request pricing than Diffbot's credit system, choose Zyte. Zyte's API extracts the same kinds of structured data automatically and bills per successful request instead of a credit pool where a page extract costs 1 credit but a Knowledge Graph facet query costs 100.
- If you want a large marketplace of ready-made scrapers instead of a single generic extraction endpoint, choose Apify. Apify's Store has thousands of pre-built Actors for specific sites like Amazon, LinkedIn, and Google Maps, and its $29/month entry plan is far cheaper than Diffbot's $299/month Startup tier.
- If you're feeding an AI or RAG pipeline and just need clean markdown or JSON from a URL, choose Firecrawl. Firecrawl turns pages into structured output at $19/month with a flat 1-credit-per-page model, far below Diffbot's $299/month entry point and its feature-dependent credit costs.
- If you need to scrape heavily-protected sites at high volume or would rather buy a ready-made dataset than run extraction yourself, choose Bright Data. Bright Data's residential proxy network and subscription Datasets are built for scale and hard targets in a way Diffbot's extraction API isn't.
- If your team wants a visual, no-code scraper builder instead of an API and a query language, choose Octoparse. Octoparse's point-and-click template builder needs no code and no DQL, unlike Diffbot's API-first workflow.
- If you want a simple general-purpose scraping API and don't need Bright Data's proxy scale or Octoparse's no-code builder, choose ScrapingBee. ScrapingBee bundles proxy rotation, JS rendering, and CAPTCHA handling behind one API call starting at $49/month, though built-in extraction rules and the Google Search endpoint don't kick in until the $99/month Startup tier, and credit costs scale fast, JS rendering runs 5x a plain request and stealth proxies 75x, so it's a weaker fit than Zyte or Bright Data for heavily-protected sites or for anyone who needs predictable flat pricing.
- If you rely on querying Diffbot's Knowledge Graph for pre-built entity data on companies, people, and products, choose stay on Diffbot. none of these alternatives ship an equivalent pre-crawled, queryable entity database, so you'd have to build that data layer yourself.
Diffbot's pitch is that you point it at a URL and it figures out the page structure itself, no per-site parsing rules, plus a Knowledge Graph of pre-crawled entities you can query instead of scraping. Teams look elsewhere when the credit system gets confusing (a page extract is 1 credit, a Knowledge Graph facet query is 100), when Crawl and Bulk Extract are locked behind the $899/month Plus plan, or when the $299/month entry price is too steep for a small project.
The alternatives below split into a few real jobs: API-first automatic extraction (Zyte, Firecrawl), marketplace-style pre-built scrapers (Apify), proxy-heavy scraping at volume (Bright Data), a simpler general scraping API (ScrapingBee), and no-code point-and-click scraping (Octoparse). None of them replace Diffbot's Knowledge Graph.
Diffbot alternatives compared
| Tool | Best for | Starting price | Free option | Last update |
|---|---|---|---|---|
| ZyteClosest match to Diffbot's automatic extraction | Developers who want a single API call to handle proxy rotation, browser rendering, and anti-bot bypassing instead of building that stack themselves | Usage-based | Yes | November 2025 |
| Apify | Developers who want a large library of ready-made scrapers instead of building one from scratch | $29/mo | Yes | June 2026 |
| FirecrawlBest value for a small team | Developers building RAG pipelines or AI agents who want clean markdown/JSON from a URL with one API call | $19/mo | Yes | July 2026 |
| Bright DataBest for scraping heavily-protected sites at scale | Data teams scraping heavily-protected or high-volume sites that need a large, reliable IP pool | Usage-based | Yes | June 2026 |
| ScrapingBeeBest simple all-in-one scraping API | Developers who want a single API call instead of running their own headless browser and proxy pool | $49/mo | Trial (1,000 API credits, no credit card required) | January 2026 |
| OctoparseBest no-code option | Ops, research, or marketing teams that want scraped data without writing code | $69/mo | Yes | July 2026 |
Why teams switch from Diffbot
Credit costs vary sharply by feature, making the plan sizes misleading
A basic page extract costs 1 credit, but a Knowledge Graph entity export costs 25 credits and a facet query costs 100, so heavy Knowledge Graph use burns through a monthly allotment far faster than page extraction alone.
Site-wide crawling and batch extraction are locked behind the $899/month Plus plan
Crawlbot and Bulk Extract aren't included on the Free or $299/month Startup plans, so teams that need to crawl a whole site rather than single pages have to jump to Plus.
The entry paid tier jumps straight to $299/month with no smaller step
There's no paid plan between the free tier and Startup at $299/month, which is a steep first commitment for a small project.
Overages on paid plans bill automatically, which can produce surprise charges
Usage past a plan's included credits is billed pro rata at the plan's per-credit rate rather than being blocked, so a usage spike shows up as an unplanned charge.
The best Diffbot alternatives, ranked
Zyte is the closest match to Diffbot's core idea: point an API at a URL and get back automatically extracted product, article, or job data instead of raw HTML. Its Zyte API bills per successful request rather than a credit pool where actions cost wildly different amounts, a simpler mental model than Diffbot's 1-to-100-credit range across Extract, Bulk Extract, and Knowledge Graph calls. Pay-as-you-go accounts advertise a $100/month spending cap, but multiple Trustpilot reviewers report bills far above what they expected and say the cap didn't reliably apply, so treat it as a soft limit rather than a hard one unless you set up a monthly commitment plan. Zyte also handles proxy rotation, headless rendering, and anti-bot bypass in the same call, plus Scrapy Cloud for teams already running open-source Scrapy spiders. The tradeoff is Zyte has no Knowledge Graph equivalent, and browser-rendered requests can cost up to 13 times a plain HTTP request, so JavaScript-heavy sites still get expensive. Multiple reviewers also report support response times of several days.
Pros
- + Per-request pricing means you don't pay for failed or blocked requests
- + Handles proxy rotation, headless browser rendering, and CAPTCHA/anti-bot bypass in one API instead of separate tools
- + Scrapy Cloud and the Web Scraping Copilot VS Code extension give existing Scrapy users a direct path from local development to hosted spiders
Cons
- – Browser-rendered requests cost up to roughly 13x the equivalent HTTP request, so costs scale fast on JavaScript-heavy sites
- – Zyte API and Zyte Data are paid only, with just a $5 signup credit for the first billing month; the genuinely free plan lives on the separate Scrapy Cloud product and caps crawls at 1 hour
Apify
Apify is the best fit for teams that want Diffbot's 'don't build your own scraper' promise but prefer buying from a marketplace instead of calling one generic extraction endpoint. Its Store has thousands of pre-built Actors for specific sites like Amazon, LinkedIn, and Google Maps, so jobs that would need Diffbot's generic Extract API are often already solved off the shelf. Entry pricing starts at $29/month versus Diffbot's $299 Startup plan, and the free tier's $5 in credits is usable for small jobs, not just a demo. The catch is Apify's billing spans several separate meters at once, compute units, proxy bandwidth, storage, and sometimes a third-party Actor's own fee, so predicting a real monthly bill takes more work than Diffbot's single credit pool, and monthly credits expire with no rollover.
Pros
- + Huge marketplace of ready-made Actors, so many scraping jobs need zero code
- + Free plan is genuinely usable for small, occasional jobs, not just a trial
- + Handles the annoying parts of scraping at scale: proxy rotation, browser automation, and result storage
Cons
- – Monthly credits expire with no rollover, so uneven usage months mean paying for credits you don't use
- – Billing has several separate meters (compute units, proxy bandwidth, storage, per-Actor fees from third-party developers), which makes total cost hard to predict in advance
Firecrawl fits teams whose real job is feeding an AI pipeline or RAG system clean markdown or JSON, a narrower but increasingly common slice of what Diffbot's Extract API gets used for. It costs far less to start: $19/month for 5,000 credits versus Diffbot's $299 Startup plan, and its credit model is simpler, 1 credit per page for scrape, crawl, map, and monitor calls rather than Diffbot's 1-to-100 range depending on the endpoint. It's open source, so you can self-host the core engine instead of depending fully on a hosted API. What it doesn't have is Diffbot's Knowledge Graph or its per-page-type extraction schemas for discussions and images, and enhanced mode for bot-protected pages still costs roughly 5 times the normal credit rate.
Pros
- + One API call converts a page or entire site into markdown or JSON, no HTML parsing needed
- + Generous free tier at 1,000 credits/month with no card required
- + Open source, so you can self-host the core engine if you want to avoid vendor lock-in
Cons
- – Credits don't roll over month to month on standard plans, so paying for a tier and not using it all wastes money that month
- – Enhanced/stealth mode for bot-protected sites costs roughly 5x the normal credits, which adds up fast on harder targets
Bright Data is the pick for teams whose problem is less 'extract this page automatically' and more 'get through this page at all.' Its residential, datacenter, and mobile proxy network is larger than anything Diffbot offers, and its 1,000+ pre-built site scrapers plus subscription Datasets let you buy structured data outright, similar in spirit to querying Diffbot's Knowledge Graph rather than scraping it yourself. Pay-as-you-go starts around $1.50 per 1,000 successful records and only bills on success, a more forgiving model than Diffbot's flat credit-per-action pricing. The downside is Bright Data prices across many separate product pages, proxies, Scraper API, SERP API, and Datasets, so total cost takes real effort to work out, and full datasets are quote-only, same as Diffbot's Enterprise plan.
Pros
- + IP pool size and geographic coverage are hard to match, useful for high-volume or heavily geo-restricted targets
- + 1,000+ pre-built scrapers mean you often don't have to write scraping logic for popular sites
- + You aren't billed for failed requests on the Web Scraper API and SERP API pay-as-you-go plans, only successful deliveries
Cons
- – Pricing is spread across many separate product pages (proxies, Web Scraper API, SERP API, Scraping Browser, Datasets), so working out your real monthly cost takes effort
- – Pay-as-you-go rates run noticeably higher per unit than the committed monthly plans, which pushes usage-heavy teams toward locking into a $499+/month plan
ScrapingBee suits smaller developer teams that want a single scraping API without Diffbot's Knowledge Graph or per-page-type extraction models. Its entry plan is $49/month for 250,000 credits, cheaper than Diffbot's $299 Startup tier, but that entry tier is just credits and concurrency; the dedicated Google Search endpoint and no-code extraction rules for pulling specific fields only show up starting at the $99/month Startup tier. The catch is credit costs scale fast: JS rendering runs 5 times a plain request and stealth proxies run 75 times, so the headline credit count overstates real capacity once you turn on the features most real jobs need. Independent benchmarking also found only a 31% success rate across 13 popular protected sites, with some at 0%, making it a weaker fit than Diffbot or Zyte for the hardest targets.
Pros
- + One API call replaces your own proxy rotation, headless browser, and CAPTCHA handling
- + Free 1,000-credit trial with no credit card, enough to test real workloads before paying
- + Support is consistently rated responsive, and the team doubled after the Oxylabs acquisition
Cons
- – Credit pricing is easy to misjudge. JavaScript rendering costs 5x a plain request, premium proxies 10 to 25x, and stealth proxies 75x, and JS rendering is on by default, so the advertised credit count on each plan overstates real capacity
- – Credits don't roll over month to month, and a request the target site blocks that still returns a 200 costs credits even though you got no usable data
Octoparse is the right move for ops or research teams that picked Diffbot expecting an API and now realize they'd rather point and click. Its visual template builder turns clicks on a page into a working scraper with no code, the opposite workflow from Diffbot's API-and-DQL approach. The free plan is a genuine forever tier with 50,000 rows a month, and Standard adds cloud scheduling, proxy rotation, and automatic CAPTCHA solving starting at $69/month billed annually ($83/month month-to-month). What you give up is Diffbot's automatic, template-free extraction across arbitrary page types and its Knowledge Graph; Octoparse instead relies on 500+ preset templates, with proxies and CAPTCHA solving billed as separate add-ons on top of the plan price.
Pros
- + Visual template builder gets a working scraper running in minutes without writing selectors
- + Free plan is a real free tier, not a time-limited trial, with 50,000 rows a month
- + 500+ prebuilt templates for common sites cut setup time for popular targets
Cons
- – Standard price jumps from free to $83/month (or $69/month billed annually) with no mid-tier option, and Professional jumps again to $299/month ($249/month billed annually)
- – Residential proxies ($3/GB), CAPTCHA solving ($1-1.5 per 1,000), and premium pay-per-result templates ($0.001-3 per 1,000 results) are billed as separate add-ons on top of the plan price
Diffbot alternatives: FAQ
What is the closest alternative to Diffbot's automatic extraction?+
Zyte's API automatically pulls structured products, articles, and job listings from a URL, similar to Diffbot's Extract endpoints, and bills per successful request instead of Diffbot's feature-dependent credit system.
Is there a cheaper alternative to Diffbot for a small team?+
Yes. Firecrawl starts at $19/month and Apify at $29/month, both well below Diffbot's $299/month Startup plan, though neither includes a Knowledge Graph.
Does any Diffbot alternative include a pre-built knowledge graph?+
No. None of Zyte, Apify, Firecrawl, Bright Data, ScrapingBee, or Octoparse ship a pre-crawled entity database like Diffbot's Knowledge Graph. Teams that depend on it are generally better off staying on Diffbot.
What's the best Diffbot alternative for scraping sites that block bots?+
Bright Data, because of its large residential proxy network and pre-built scrapers for hard targets. Zyte is a close second, with per-domain anti-bot handling built into its API.
Diffbot alternatives: pricing compared
Entry price, billing model, and whether pricing is public. 7 of 7 publish pricing you can check without talking to sales.
| Tool | Starting price | Billing | Free option | Pricing disclosed |
|---|---|---|---|---|
| Diffbot | $299/mo | usage-based | Yes | Partly public |
| Zyte | Usage-based | usage-based | Yes | Partly public |
| Apify | $29/mo | tiered | Yes | Partly public |
| Firecrawl | $19/mo | tiered | Yes | Partly public |
| Bright Data | Usage-based | usage-based | Yes | Partly public |
| ScrapingBee | $49/mo | usage-based | Trial (1,000 API credits, no credit card required) | Partly public |
| Octoparse | $69/mo | tiered | Yes | Partly public |
How we made these picks. We compare tools on public pricing, features, and hands-on assessment, then verify every price against the vendor's own page. We never accept payment for rankings. Read the full methodology. Spotted an error? Report it.