Apify vs Bright Data vs ScraperAPI vs Oxylabs: The 2025 Data Platform Comparison

Choosing a web scraping platform in 2025 means choosing between meaningfully different architectures, pricing models, and target use cases. This comparison focuses on the four platforms developers actually use: Apify, Bright Data, ScraperAPI, and Oxylabs.

TL;DR: Apify is best for pre-built actor marketplace scrapers with pay-per-result pricing. Bright Data leads for enterprise-scale residential proxies (72M+ IPs). ScraperAPI wins on simplicity — one endpoint, automatic anti-bot. Oxylabs is best for datacenter proxies at industrial scale with enterprise SLAs. The right choice depends on whether you need turnkey scrapers or raw proxy infrastructure.

The Short Answer

• Apify: Best for developers who want pre-built scrapers with a marketplace. Actor ecosystem covers most use cases without writing code.
• Bright Data: Best for enterprises that need industrial-scale residential proxy networks and custom data delivery. Expensive but the most capable at the top end.
• ScraperAPI: Best for developers who want a simple one-line proxy that handles JavaScript rendering and anti-bot bypass automatically.
• Oxylabs: Best for businesses that need datacenter proxies at scale with enterprise SLAs and 24/7 support.

Pricing Breakdown

Apify

• Free tier: $5/month credit (roughly 2,000 actor compute units)
• Starter: $49/month (includes $49 in compute credit)
• Scale: $99/month (includes $99 credit)
• Billing model: Pay-per-compute-unit. PPE (pay-per-event) actors like ours charge per result, not per run.

Bright Data

• No free tier beyond a small trial
• Pay-as-you-go: Residential proxies from $8.40/GB
• Monthly plans: From $500/month for dedicated infrastructure
• Billing model: Per GB of proxy data transferred or per API call on managed datasets

ScraperAPI

• Free tier: 1,000 API calls/month
• Hobby: $49/month for 100,000 API calls
• Startup: $149/month for 500,000 API calls
• Billing model: Per API call. Each call renders one page with anti-bot handling included.

Oxylabs

• No meaningful free tier
• Residential: From $15/GB (minimum $80/month)
• Datacenter: From $1.80/GB
• Billing model: Per GB of proxy data, like Bright Data

Anti-Bot Capability

This is where the platforms diverge most significantly.

Apify’s approach: Depends on the individual actor. Well-built actors use playwright-extra with stealth plugins, session warming, and residential proxy routing. Quality varies by actor developer. The best actors handle Cloudflare, Akamai, and DataDome; lesser actors do not.

Bright Data’s approach: Industrial-scale residential proxy network (72 million IPs) with automatic IP rotation. Separate “Web Unlocker” product that adds JavaScript rendering and fingerprint spoofing on top of the proxy layer. The most capable anti-bot infrastructure available, but the pricing reflects it.

ScraperAPI’s approach: Transparent to the developer. You send a URL, ScraperAPI decides which proxy type and rendering technique to use based on the target site. Handles most mid-difficulty targets automatically. Struggles with tier-1 bot protection like Akamai.

Oxylabs: Premium datacenter and residential proxies. Their “Web Scraper API” product adds anti-bot handling similar to ScraperAPI’s model. Strong for most sites; Bright Data beats them on the hardest targets.

Proxy Network Quality

Platform	Residential IPs	Datacenter IPs	Country Targeting
Bright Data	72M+	770K+	City-level
Oxylabs	100M+	2M+	City-level
ScraperAPI	40M+	40M+	Country-level
Apify	Depends on actor	Depends	Country-level

For IP quality, Oxylabs and Bright Data are in a different league from Apify’s residential pool. If you need US residential IPs that pass sophisticated bot detection (Google, LinkedIn), Bright Data or Oxylabs are the answer.

Developer Experience

Apify: Best developer experience in the category. Web UI for building, testing, and scheduling actors. Python and JavaScript SDKs. Prebuilt actors for hundreds of targets mean you often do not need to write any code.

ScraperAPI: Second best. One API key, one endpoint, clear documentation. The simplicity is the product.

Bright Data: Complex. The product surface is enormous — proxy network, Web Unlocker, SERP API, datasets, IDE. Powerful once you understand it, but the learning curve is steep.

Oxylabs: Enterprise-focused. Good documentation, professional support, but the self-serve experience is less polished than Apify or ScraperAPI.

Which to Choose

You need pre-built scrapers for specific sites: Apify. The actor marketplace gives you Reddit, LinkedIn, Amazon, Twitter, Instagram, and hundreds more without writing code.

You need maximum proxy reliability for high-stakes scraping (prices, inventory, legal monitoring): Bright Data. The cost is worth it when the data has direct business value.

You are building a product that scrapes user-specified URLs: ScraperAPI. The simple API model is easy to integrate as a backend service.

You need industrial-scale datacenter proxies for SEO monitoring or price tracking: Oxylabs.

Our Position

We publish actors on Apify with pay-per-result billing. You get the Apify developer experience with predictable output-based pricing — no cost for failed runs, no monthly commitment for individual actors.

Frequently Asked Questions

Which is cheaper — Apify, Bright Data, ScraperAPI, or Oxylabs?

For most developers, ScraperAPI at $49/month for 100,000 calls and Apify’s pay-per-result actors are the most accessible. Bright Data and Oxylabs are enterprise-focused with no meaningful free tiers and minimum commitments starting at $80–500/month. PPE-billed Apify actors are often cheapest for variable or unpredictable workloads since you pay nothing for failed runs.

What is the best scraping platform for bypassing Cloudflare and Akamai?

Bright Data’s Web Unlocker provides the most capable anti-bot infrastructure, combining its 72M+ residential IP network with JavaScript rendering and fingerprint spoofing. For most mid-difficulty targets, Apify actors using playwright-extra stealth or ScraperAPI’s transparent proxy model are sufficient. Akamai-protected sites like Naukri require session warming regardless of which platform you use.

Does Apify have a free tier?

Yes. Apify provides $5 of free monthly credit, roughly 2,000 actor compute units. Pay-per-event actors like The Mine Works scrapers charge per result returned, making the free tier go further for variable workloads — you pay nothing for runs that return no data.

What is the difference between Apify PPE actors and standard Apify billing?

Standard Apify actors charge compute units per run regardless of output. PPE (pay-per-event) actors charge per result successfully returned — zero results means zero cost. PPE billing shifts the reliability risk to the actor developer, who earns nothing on failed runs.

Which scraping platform has the best developer experience?

Apify and ScraperAPI lead on developer experience. Apify’s actor marketplace, Python/JavaScript SDKs, and web UI for building and scheduling make it the most full-featured. ScraperAPI is simpler: one API key, one endpoint, automatic anti-bot handling. Bright Data and Oxylabs are more complex and better suited to enterprise teams with dedicated engineering resources.