Web Scraping API Pricing — Full Cost Comparison 2026
Pricing for web scraping APIs is notoriously opaque. Some charge per page, some per credit, some per compute unit. JavaScript rendering multiplies costs. Premium proxies multiply them again. This guide cuts through the confusion with a direct cost comparison of every major scraping API in 2026, including the hidden costs that vendors don't lead with.
Key Takeaways
- Raw per-page costs range from $0.0001 (SearchHive) to $0.01 (ScrapingFish) — a 100x difference
- JavaScript rendering typically adds 3-5x to the base cost — this is the biggest hidden cost
- Premium proxies add another 2-5x multiplier on top of JS rendering
- Credit systems obscure real costs — always convert to effective per-page pricing
- Bundled APIs (search + scrape + research) offer better value than buying separately
- Free tiers range from 50 one-time credits (ScrapeGraphAI) to 1,000/month (Tavily, Bing)
How Scraping APIs Price Their Services
Before comparing numbers, understand the pricing models:
Per-request pricing: Simplest model. ScrapingFish ($0.001/basic request, $0.005/JS), Brave Search API ($5/1K). What you see is what you pay.
Credit systems: Most common. A "credit" represents some unit of work, but the exchange rate varies. Firecrawl: 1 credit per scrape. ScrapeGraphAI: 2-30 credits depending on endpoint. SearchHive: 1 credit = $0.0001 base unit. Always calculate the effective per-page cost.
Subscription tiers: Monthly commitments with included volume. SerpApi, ScrapingBee, Apify all use this. The per-unit cost drops at higher tiers, but you pay even if you don't use the full allocation.
Compute units: Apify's model. Different actors consume different amounts. Hard to predict costs without running a test.
Search Engine APIs
Search APIs are a subset of scraping — they extract structured data from search engine result pages.
| Provider | Pricing Model | Cost/1K | Free Tier | Notes |
|---|---|---|---|---|
| SerpApi | Monthly tiers | $25.00 | 100/month | Steepest pricing; comprehensive Google coverage |
| Serper.dev | Credit packs | $0.50-1.00 | 2,500 credits | Credits valid 6 months |
| Brave Search API | Per-request | $5.00 | $5/month (1K) | Own index, not Google |
| SearchHive SwiftSearch | Credits | $0.40-0.49 | 500 credits | Multi-engine, bundled with scrape+research |
| Tavily | Per-credit | $8.00 | 1,000/month | AI-optimized responses |
| Exa | Per-request | $5.00-7.00 | 1,000/month | Neural/semantic search |
| Bing Web Search | Azure tiers | $1.50-3.00 | 1,000/month | Bing-only results |
Cheapest for Google SERP: Serper.dev at $0.50/1K (Scale tier). No monthly commitment, credits don't expire for 6 months.
Cheapest overall: SearchHive at $0.40/1K with search + scraping + research bundled together.
Web Scraping APIs
These APIs fetch and process arbitrary web pages, converting them to HTML, markdown, or structured data.
| Provider | Base Cost/1K Pages | JS Rendering Cost | Free Tier | Key Features |
|---|---|---|---|---|
| Firecrawl | $1.33-5.33 | Included | 500 credits | Markdown output, crawling, search |
| SearchHive ScrapeForge | $0.40-0.49 | Included | 500 credits | Markdown, JS rendering, proxy rotation |
| ScrapingBee | $0.10 (base) | 5x multiplier | 1,000 credits | Headless Chrome, premium proxies |
| ScrapeGraphAI | $0.34 (SmartScraper) | Included | 50 credits | AI-powered NL extraction |
| Jina AI Reader | Free (1M tok/day) | No | Yes | Simplest API, single-page only |
| ZenRows | $0.10-0.20 | Included | No | Anti-bot bypass focus |
| ScrapingFish | $1.00 | $5.00 (5x) | No | Transparent per-request pricing |
| Apify | Variable | Variable | $5 credit | Actor marketplace, scheduling |
The Hidden Costs
JavaScript Rendering
This is the biggest cost multiplier across the industry. When you enable JS rendering, the provider spins up a headless browser, waits for page load, and captures the rendered DOM.
- ScrapingBee: 5x base cost. A $0.10/1K base rate becomes $0.50/1K with JS.
- ScrapingFish: 5x base cost. $1.00 becomes $5.00/1K.
- Firecrawl & SearchHive: JS rendering included in the per-credit cost. No multiplier.
If more than 20% of your target pages require JavaScript, providers that include JS in the base price (Firecrawl, SearchHive) are cheaper than providers that charge a multiplier.
Premium Proxies
Residential proxies cost more than datacenter proxies. Some providers charge a separate multiplier:
- ScrapingBee: Premium proxies = 10-25 credits per request (vs 1 base). With JS rendering, a premium request costs 25 credits.
- ZenRows: Advanced Anti-Bot mode costs 10x the base rate.
- Firecrawl & SearchHive: Proxy rotation included in the credit cost.
Credit Expiration
This one catches people off guard:
- Serper.dev: Credits expire after 6 months
- ScrapingBee: Credits expire monthly (no rollover)
- ScrapingFish: Credits don't expire (no credit system)
- SearchHive: Monthly credits, no rollover
- Firecrawl: Monthly credits, no rollover
Real-World Cost Scenarios
Scenario 1: AI Content Pipeline (100K pages/month, 40% JS-heavy)
You need to scrape 100K pages per month for an AI training pipeline. 40% require JavaScript rendering. Clean markdown output is required.
| Provider | Monthly Cost | Notes |
|---|---|---|
| SearchHive (Builder) | $49 | 100K credits, all features included |
| Firecrawl (Standard) | $83 | 100K credits, all features included |
| ScrapingBee (Startup) | $99 | 1M credits, but 40K JS renders = 200K credits. Plus 60K base = 260K used of 1M. Sufficient. |
| ScrapeGraphAI (Pro) | $425 | 3M credits/year. At 10 credits/page: 300K pages/year = 25K/month. Not enough for 100K. |
| Jina Reader | Free | Only single-page, no batch. Not viable at scale. |
Winner: SearchHive at $49/month. 40% cheaper than Firecrawl, sufficient for the full volume.
Scenario 2: E-Commerce Monitoring (50K pages/month, all JS-heavy, premium proxies)
All pages require JS rendering AND residential proxies to avoid blocks.
| Provider | Monthly Cost | Notes |
|---|---|---|
| SearchHive (Builder) | $49 | 100K credits, proxy rotation included |
| Firecrawl (Standard) | $83 | 100K credits, all features included |
| ScrapingBee (Startup) | $99 | 50K pages x 25 credits (JS + premium) = 1.25M credits. Exceeds 1M Startup tier. Need Business at $249. |
| ZenRows (Professional) | $99 | 750K requests, anti-bot bypass included |
Winner: SearchHive at $49/month. With ScrapingBee, the premium proxy multiplier pushes you to the $249 Business tier. SearchHive includes proxy rotation without extra charges.
Scenario 3: Small Project (5K pages/month, minimal JS)
| Provider | Monthly Cost | Notes |
|---|---|---|
| Jina Reader | Free | Single-page only, may suffice for small volume |
| SearchHive (Starter) | $9 | 5K credits, full API |
| ScrapingBee (Freelance) | $49 | 250K credits, massive overage |
| ScrapingFish | ~$5-25 | $1 base + $5 JS per 1K, depending on JS needs |
Winner: Jina Reader (free) or SearchHive ($9). Jina if you can work with single-page extraction. SearchHive if you need batch processing, crawling, or JS rendering.
Credit System Comparison
Credit systems make direct comparison difficult. Here is the effective per-page cost for a standard scrape (HTML, no JS, no premium proxy):
| Provider | Credits Per Page | Effective Cost/1K Pages |
|---|---|---|
| SearchHive | ~1-5 (varies by complexity) | $0.10-0.50 |
| Firecrawl | 1 | $1.33 (Scale) to $5.33 (Free equiv) |
| ScrapeGraphAI | 2 (raw scrape) to 10 (SmartScraper) | $0.14-$0.70 |
| ScrapingBee | 1 (base), 5 (JS), 10-25 (premium) | $0.10-$2.50 |
Best Practices for Controlling Scraping Costs
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Cache aggressively. Deduplicate URLs before sending them to the API. Most scraping costs come from re-scraping the same pages.
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Use conditional JS rendering. Don't render JavaScript on every page. Detect which pages need it (check if static HTML has content) and only pay the JS cost when necessary.
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Choose per-page pricing over credit systems when possible. With SearchHive's transparent credit rate ($0.0001/credit), you can calculate exact costs. With opaque credit systems, you are guessing.
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Start with the free tier. Every provider on this list offers some free usage. Test your workload against 2-3 providers before committing.
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Bundle search + scraping. If you need both, buying them from the same provider (SearchHive) is cheaper than paying Serper for search and Firecrawl for scraping separately.
Get Started with SearchHive
SearchHive offers the simplest pricing in the market: 1 credit = $0.0001. No JS rendering multipliers, no proxy surcharges, no hidden costs. SwiftSearch, ScrapeForge, and DeepDive all draw from the same credit pool.
- Free tier: 500 credits, no credit card required
- Builder plan: $49/month for 100K credits — search, scrape, and research in one API
- Documentation: Full API reference with Python, Node.js, and cURL examples
Stop overpaying for web data. Start with the free tier and see what 500 credits buys you.