Extracto vs Oxylabs
Honest Extracto vs Oxylabs comparison: when a generic schema-driven extraction API beats Oxylabs proxies and per-vertical scraper APIs, and when it does not.
How they differ
Oxylabs and Extracto solve overlapping problems from opposite ends. Oxylabs is a broad data-collection platform: one of the larger premium proxy networks (residential, datacenter, ISP, mobile, SOCKS5) plus a Web Scraper API family split into vertical products (SERP, E-Commerce, and general Web), with a Scheduler, batch submission, custom parsers, and an AI-assisted builder. It is built for teams that want raw control over the collection layer and run scraping as ongoing infrastructure. Extracto is narrower on purpose. You send one URL plus a JSON schema, the page runs through a real headless browser, and you get back typed JSON validated against that schema, with any field it cannot find returned as null instead of a guessed value. There are no CSS selectors to maintain, no proxy plan to size, and no per-vertical product to pick. The managed anti-bot bypass layer (handling protected sites such as Cloudflare, DataDome and PerimeterX with proxies managed for you) is included on every request rather than configured. Extracto wins when your job is "turn this page into a clean, validated object my code can trust." Oxylabs wins when you need the raw proxy layer, very high concurrency, or a tuned scraper for a specific marketplace or search engine.
Feature comparison
| Feature | Extracto | Oxylabs | Notes |
|---|---|---|---|
| Output format | Typed JSON validated against your schema | Raw HTML or structured JSON (per-source parsers) | Oxylabs returns ready parsed JSON for supported sources and HTML elsewhere. Extracto always returns JSON shaped to your schema, so your code does not branch on the source. |
| Schema enforcement | Your schema is the contract; invalid output is rejected | Parser presets and custom parser logic you maintain | Oxylabs gives flexible custom parsing you can host and reuse. Extracto validates every response against your schema and returns null for missing fields rather than a guess. |
| Selectors / parsing setup | None; describe fields in the schema | Dedicated parsers for many sources, custom parser for the rest | Oxylabs ships maintained parsers for popular targets, which is a real head start. For arbitrary sites you write a custom parser; Extracto needs no selectors at all. |
| Proxy network | Managed, not exposed or configurable | 175M+ residential plus datacenter, ISP, mobile, SOCKS5 | This is a clear Oxylabs win. They sell the proxy layer directly across 195 countries with granular geo and session control. Extracto hides proxies entirely and offers no raw access. |
| Anti-bot handling | Managed bypass layer on every request, no setup | Headless browser and unblocking on Scraper API / Web Unblocker | Both render JavaScript and handle protected sites. Oxylabs exposes more tuning (browser actions, fingerprinting); Extracto bundles it with zero configuration on the standard call. |
| Per-vertical tuning | One generic API for any public URL | Separate SERP and E-Commerce products tuned per target | Oxylabs wins for hard marketplaces and search engines where a dedicated, maintained scraper outperforms a generic one. Extracto trades that depth for one consistent interface. |
| Crawling / scale | Single URL per call; you supply the URLs | Batch up to 5,000 queries, Scheduler, high concurrency | Oxylabs is built for scale: batching, recurring schedules, and 100 concurrent sessions. Extracto is not a crawler and has no discovery or scheduling; you orchestrate the URL list. |
| No-code / AI builder | API-first; schema is the only config | Playground plus OxyCopilot AI scraper builder | Oxylabs offers a visual playground and AI-assisted scraper generation, useful for non-engineers. Extracto stays code-first and skips a GUI builder. |
| Login-gated content | Public URLs only; session content on Enterprise | Broad target coverage, account-based access controls | Neither is a turnkey answer for private logged-in data. Extracto limits this to Enterprise; Oxylabs leaves authenticated targets to your own session handling. |
| Time to first result | Minutes: one URL plus a schema | Pick a product, size a plan, build or select a parser | For a single focused extraction Extracto is faster to integrate. Oxylabs rewards the upfront setup with depth once you are running at volume. |
Pricing
Pricing here is qualitative and may have changed, so confirm current figures on each vendor's site as of 2026. Oxylabs reportedly structures Web Scraper API into multiple tiers (commonly cited as starting around $49/month and climbing into custom enterprise territory), billed on successful results, while proxies are sold separately by traffic or IP. Extracto bills in credits at one flat rate: a scrape is 1 credit and an AI extraction is 5 credits, while anti-bot, residential proxies, and JavaScript rendering are included at the same price, so a hard target costs the same as an easy one. Like Oxylabs, Extracto only charges when a request works, since failed requests and cache hits are free. The fair comparison is total cost for your real mix of scrape versus extraction calls, not a single headline rate. If you scrape a few well-defined targets, Extracto's bundled rendering and managed anti-bot layer usually mean a lower all-in cost than buying proxies plus a Scraper API plan. At high, sustained volume with heavy concurrency, Oxylabs's dedicated infrastructure and committed-use pricing can win.
Pricing for Oxylabs reflects their public plans at the time of writing. Check their site for current numbers.
Migrating to Extracto
- 1
Map parsed output to a JSON schema
Take the fields your Oxylabs parser or custom parser currently emits and write them as a single JSON schema for Extracto. Mark optional fields so they come back as null when absent, instead of relying on a guessed or empty value from a parser preset.
- 2
Replace the proxy and parser layer with one call
Swap your proxy configuration, browser instructions, and parser preset for a single Extracto request carrying the URL and the schema. The managed anti-bot bypass and headless rendering are included, so you delete the proxy sizing and unblocking setup entirely.
- 3
Move URL orchestration into your code
Extracto handles one URL per call and is not a crawler, so port any Oxylabs Scheduler jobs or batch submissions into your own queue or cron that feeds URLs to Extracto. Keep volume modest and respect each site's robots.txt and Terms of Service.
- 4
Validate parity, then cut over by target
Run both systems on a sample of live URLs and diff the JSON to confirm fields match and nulls appear where data is genuinely missing. Cut over the simple, generic targets first and keep Oxylabs for any vertical (SERP, specific marketplaces) where its tuned scraper still wins.
When to choose which
Choose Oxylabs when the collection layer itself is the product. If you need raw, configurable proxies across many countries with sticky sessions, very high concurrency, batch submission of thousands of queries, recurring Scheduler jobs, or a parser tuned for a specific search engine or large marketplace, Oxylabs is the stronger fit and its per-vertical SERP and E-Commerce APIs will often beat a generic extractor on those exact targets. It also suits teams that want a visual playground or AI-assisted scraper builder for non-engineers. Choose Extracto when your goal is clean, typed, schema-validated JSON from a focused set of public URLs and you do not want to run scraping as infrastructure. If you value never maintaining CSS selectors, getting null instead of a guess for missing fields, and one generic API that works on any public HTTPS page (including JavaScript-rendered and anti-bot-protected ones) with the bypass layer already included, Extracto is simpler to integrate and usually cheaper for a handful of well-defined targets. Many teams run both: Oxylabs for high-volume vertical pipelines, Extracto for everything that just needs a trustworthy object.