Ilmenite vs Apify — Modern Web Scraping Compared

AI agents and RAG pipelines require clean, structured data to function. While many developers start with legacy platforms, finding a modern apify alternative is often necessary when speed, cost, and LLM-compatibility become priorities.

TL;DR

Apify is a comprehensive platform for complex, actor-based scraping workflows. Ilmenite is a lightweight, Rust-based API designed specifically to feed AI agents with clean markdown. Choose Apify for legacy marketplace actors and Ilmenite for high-performance AI data pipelines.

What is Apify?

Apify is a full-scale web scraping and automation platform. It operates on an "Actor" model, where an Actor is a programmable cloud task that can perform specific scraping or automation functions.

The platform provides a massive marketplace of pre-built scrapers for popular websites. This makes it a powerful choice for users who need to scrape a specific site (like Amazon or Instagram) without writing their own code. They provide the infrastructure to run these Actors, manage proxies, and store the resulting data in their own internal datasets.

However, Apify was built in the pre-AI era. Its primary focus is on extracting data into CSV or JSON formats using CSS selectors. For a developer, this often means spending significant time configuring "Actors," managing complex settings, and cleaning messy HTML outputs before the data is usable for a Large Language Model (LLM).

What is Ilmenite?

Ilmenite is a web scraping API built specifically for AI agents. Instead of a platform of "Actors" and configurations, Ilmenite provides a direct API. You send a URL, and the API returns clean, LLM-ready markdown.

The core differentiator is the architecture. While most scraping tools wrap headless Chrome—which is resource-heavy and slow—Ilmenite is built in pure Rust. We developed our own browser engine to eliminate the overhead of Chrome. This allows the API to start in 0.19ms and use only 2MB of RAM per session.

Ilmenite focuses on the "post-AI" scraping workflow. AI models struggle with raw HTML, which is filled with navigation menus, script tags, and cookie banners. Ilmenite handles the rendering and cleaning process automatically, delivering only the core content in markdown format. This makes it an ideal tool for developers building RAG (Retrieval-Augmented Generation) pipelines or autonomous agents that need to "browse" the web.

Feature Comparison: Finding the Right Apify Alternative

When comparing the two, the difference is between a "Platform" and an "API." Apify provides a suite of tools for managing scraping projects; Ilmenite provides a high-performance utility for developers to get data into their code.

Feature	Apify	Ilmenite
Core Model	Actor-based platform	API-first service
Primary Output	JSON, CSV, Excel	Markdown, JSON, HTML
Configuration	High (Selectors, Actor settings)	Low (One API call)
Infrastructure	Managed Chrome/Node.js	Pure Rust browser engine
AI Integration	Manual cleaning required	Native markdown for LLMs
Deployment	Apify Cloud	Managed API or Self-hosted (Docker)
Setup Speed	Minutes to Hours	Seconds
MCP Support	No	Yes (Native Claude integration)

Performance: The Rust Advantage

The performance gap between a Chrome-based platform and a Rust-based API is significant. Apify relies on headless browsers that require hundreds of megabytes of RAM and seconds to boot up. In a production AI agent loop, this latency creates a bottleneck that degrades the user experience.

Ilmenite eliminates this by using a single binary written in Rust. We do not need to launch a full browser instance for every request.

Benchmarks

Metric	Ilmenite	Chrome-based platforms (Apify)
Cold start time	0.19ms	500ms - 2,000ms
RAM per session	~2MB	200MB - 500MB
Docker image size	12MB	500MB - 2GB
p95 API latency	47ms	200ms - 2,000ms

Because of this efficiency, the infrastructure costs are drastically lower. A small server that would struggle to run five concurrent Chrome sessions can handle 1,000 concurrent Ilmenite sessions. This efficiency is passed directly to the developer through our credit-based pricing.

Pricing Comparison

Apify uses a platform-based pricing model that often includes a monthly subscription fee plus usage costs. This is suitable for enterprises managing large-scale, long-running scraping jobs.

Ilmenite uses a transparent, credits-based model. There are no monthly commitments or browser-hour metering. You pay only for the operations you perform.

Ilmenite Pricing Tiers:

• Free: 0/mo (500 credits, no credit card required).
• Developer: 0.001 per credit (Pay-as-you-go).
• Pro: 0.0006 per credit (Priority queue, 99.9% SLA).
• Enterprise: Custom (Self-hosted, SOC 2 compliance).

Credit Costs:

• Scrape: 1 credit
• Crawl (per page): 1 credit
• Extract (LLM-structured): 5 credits
• Chrome JS Render: 3 credits

For most AI developers, paying 0.001 per page is more cost-effective than maintaining a platform subscription and managing the compute overhead of headless browsers. You can view the full details on our pricing page.

When to use Apify

Apify remains a strong choice for specific use cases where a high-level platform is more valuable than a low-level API.

1. Legacy Marketplace Needs: If you need a pre-built scraper for a complex site and do not want to write any code, Apify's marketplace is an excellent resource.
2. Complex Workflow Orchestration: If your project requires scheduling thousands of tasks, managing large internal datasets, and using a GUI to monitor those tasks, Apify's platform is built for this.
3. Non-Developer Access: Because of its dashboard and marketplace, non-technical team members can trigger scrapers without interacting with an API.
4. Heavy Browser Automation: For tasks that require complex sequences (e.g., "Log in \rightarrow Click three menus \rightarrow Fill out a form \rightarrow Download PDF"), a full Chrome environment is currently necessary.

When to use Ilmenite as an Apify Alternative

Ilmenite is designed for the modern AI stack. If your goal is to get data into an LLM, a RAG pipeline, or an autonomous agent, Ilmenite is the more efficient choice.

1. Building RAG Pipelines

Retrieval-Augmented Generation requires clean text for chunking and embedding. Raw HTML contains too much noise, which wastes tokens and confuses the model. Ilmenite's scrape endpoint converts pages directly to markdown, removing the need for a custom cleaning pipeline.

2. Powering AI Agents

Agents need to browse the web in real-time. A 2-second cold start for a browser is unacceptable in a conversational loop. Ilmenite's sub-millisecond startup ensures the agent feels responsive. Furthermore, our native MCP (Model Context Protocol) server allows Claude to use Ilmenite for web browsing without any custom glue code.

3. High-Concurrency Applications

If you are building a tool that needs to scrape hundreds of pages simultaneously, the RAM requirements of Chrome will quickly become a cost burden. Ilmenite's 2MB per session footprint allows you to scale horizontally with minimal infrastructure spend.

4. Developer-Centric Workflows

If you prefer a simple API call over configuring "Actors" in a dashboard, Ilmenite is the better fit.

Example: Scraping a page with Ilmenite

curl -X POST https://api.ilmenite.dev/v1/scrape \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "url": "https://example.com",
    "format": "markdown"
  }'

This single request replaces the need to select an actor, configure a proxy, and parse a JSON dataset.

Conclusion

Apify is a powerful platform for traditional web scraping and complex automation. It is a "Swiss Army Knife" for data extraction. However, for the AI era, the "Swiss Army Knife" is often too heavy.

Ilmenite is a precision tool. By rebuilding the browser engine in Rust, we have removed the latency and cost associated with headless Chrome. We provide a direct path from a URL to clean markdown, which is exactly what AI agents and RAG pipelines need.

If you are tired of managing browser infrastructure and want an API that is faster, cheaper, and designed for LLMs, Ilmenite is the modern apify alternative for your stack.

Ready to speed up your AI data pipeline? Start for free or explore our documentation to see how to integrate Ilmenite into your project.