Crawlkit vs LLMWise

One API for Every Data Source

Stop juggling different tools for different platforms. Crawlkit provides a unified API to extract structured data from websites, social platforms like LinkedIn and Instagram, and app stores like Google Play and Apple's App Store. One consistent interface gives you access to a world of data, simplifying your codebase and accelerating development.

Built-In Infrastructure & Anti-Block

Forget maintaining proxy pools and headless browsers. Crawlkit's robust infrastructure automatically handles proxy rotation, JavaScript rendering, CAPTCHA solving, and bypassing anti-bot protections. This ensures a 98% success rate and reliable data delivery, freeing you from the constant maintenance that plagues DIY scraping solutions.

Always Complete, Structured Data

Crawlkit doesn't just fetch HTML; it delivers parsed, validated, and structured JSON. The system waits for full page loads on complex single-page applications and ensures data completeness. You get clean, ready-to-use output for profiles, company details, search results, and reviews without writing a single parser.

Transparent, Usage-Based Pricing

With Crawlkit, you only pay for what you use. Our simple credit-based system has no monthly commitments, no rate limits, and credits never expire. Costs are fixed per API call, and you get automatic refunds for failed requests. Scale predictably with volume discounts and absolutely no hidden fees or surprise charges.

Smart Model Routing

Stop guessing which model to use. LLMWise's intelligent router analyzes your prompt and automatically selects the optimal model from its vast catalog. Send a coding query, and it routes to GPT-4o or a specialized coder model. Submit a creative brief, and Claude Opus gets the call. This dynamic matching ensures you always get the highest quality output for your specific use case, maximizing both performance and cost-efficiency without any manual intervention.

Compare, Blend & Judge Modes

Unlock next-level AI orchestration with four distinct modes. Use Compare to run a single prompt across multiple models simultaneously and see their answers side-by-side in your dashboard. Blend takes it further, querying several models and intelligently synthesizing their best parts into one cohesive, superior response. With Judge mode, you can have models critique and evaluate each other's outputs, providing a layer of automated quality assurance.

Resilient Failover & Circuit Breakers

Guarantee uptime for your AI-powered features. LLMWise's built-in resilience system monitors all provider endpoints. If a primary model like GPT-4o is down or slow, the circuit breaker instantly trips and fails over your request to a pre-configured backup model, like Claude Sonnet. Your application never breaks, and your users never see an error, ensuring seamless reliability.

BYOK & Flexible Credits

Take complete control of your costs. Bring Your Own Keys (BYOK) to use LLMWise's orchestration features while paying directly at provider rates. Alternatively, use the simplicity of LLMWise credits for a unified, pay-as-you-go experience. Start with 20 free credits that never expire, and access 30 permanently free models for prototyping and fallback. No subscriptions, no monthly traps.

CRM & Sales Lead Enrichment

Supercharge your sales pipeline by automatically enriching contact records with fresh, accurate data. Pull professional details, job titles, company info, and skills directly from LinkedIn profiles to build richer lead profiles and empower your sales team with critical context before they make a call.

Competitive & Market Intelligence

Gain a decisive edge by systematically tracking your competitors. Monitor their Instagram growth, engagement rates, and top-performing content. Analyze their app store reviews for user sentiment or track pricing and feature changes across the web, all automated with reliable Crawlkit data feeds.

App Review & Brand Sentiment Analysis

Understand your users and protect your brand reputation. Automatically collect all reviews from the Play Store and App Store for your app or your competitors'. Analyze trends, pinpoint common complaints, and measure sentiment over time to make data-driven product and marketing decisions.

Recruitment & Talent Sourcing

Streamline your talent acquisition process. Source candidates by pulling structured data from professional networks, gathering details on skills, experience, and current company information. Build a powerful, automated pipeline to identify and reach out to potential candidates efficiently.

AI Application Development

Build robust, multi-model AI applications without the complexity. Developers use LLMWise as their single integration point, leveraging the best model for each function within their app—from customer support chatbots powered by Claude to code-generation features using GPT. The single API and automatic failover make development faster and production deployments infinitely more reliable.

Model Benchmarking & Evaluation

Make data-driven decisions on which model to use. Product teams and AI engineers use the Compare mode to run batch tests and benchmark suites across GPT-5.2, Claude Opus, and Gemini Pro on their exact prompts. Instantly see which is fastest, cheapest, or provides the highest-quality answer for their specific domain, eliminating costly guesswork.

Content Synthesis & Enhancement

Create premium content by blending the strengths of multiple AIs. Content strategists and marketers use Blend mode to generate articles, marketing copy, or product descriptions. The platform queries several top models and merges their strongest arguments, most creative phrasing, and most factual details into one exceptional piece of content that outperforms any single model's output.

Cost Optimization & Prototyping

Drastically reduce AI expenses and experiment freely. Startups and indie hackers use the 30 free, zero-credit models to prototype new features at zero cost. They then use BYOK to plug in their existing API keys, avoiding markups, and set optimization policies to automatically choose the most cost-effective model that meets their quality and speed thresholds.

Tired of your web scraping scripts breaking every other week? Welcome to Crawlkit, the developer-first web data extraction platform that's taking the dev world by storm. Trusted by over 2,000 developers at top companies like Vercel, Linear, and Stripe, Crawlkit is the secret weapon for anyone who needs reliable, scalable access to web data without the endless headache. Modern scraping is a nightmare of rotating proxies, headless browsers, CAPTCHAs, and anti-bot blocks. Crawlkit removes all that complexity with a single, powerful API. You send a request, and we handle the entire dirty work-proxy rotation, JavaScript rendering, automatic retries, and bypassing protections-so you can finally focus on what matters: using the data, not fighting to collect it. Whether you're a solo developer building a side project or a data team powering critical business intelligence, Crawlkit delivers industry-leading 98% success rates and lightning-fast average response times under 500ms. It's the simplest, most reliable way to turn any website, from simple blogs to complex single-page applications, into a clean, structured API.

Stop juggling multiple AI subscriptions and wrestling with a dozen different API keys. LLMWise is the ultimate AI orchestration platform that gives developers one powerful API to access the entire universe of large language models. We're talking 62+ models from 20 top providers like OpenAI, Anthropic, Google, Meta, xAI, and DeepSeek. The magic? Intelligent routing that automatically matches your specific prompt to the absolute best model for the job. Need code? It goes to GPT. Creative writing? Claude takes the lead. Translation? Gemini handles it. But it's so much more than smart routing. Compare outputs side-by-side, blend the best parts of multiple responses into one superior answer, and even have models judge each other's work. Built with resilience at its core, LLMWise features circuit-breaker failover to keep your app running smoothly even when a major provider has an outage. It's the end of vendor lock-in and the beginning of a smarter, simpler, and more cost-effective way to build with AI. Designed for developers who demand the best performance for every task without the operational nightmare.

What platforms does Crawlkit currently support?

Crawlkit supports a wide range of platforms including LinkedIn (for company and profile data), Instagram (for profile and post metrics), Google Play Store, Apple App Store, and general web search. The platform is constantly expanding, and you can request new APIs-the team will build it for you.

How does Crawlkit avoid getting blocked by websites?

Crawlkit manages a sophisticated, rotating pool of residential and data center proxies alongside advanced fingerprinting techniques to mimic human browsing behavior. Combined with automatic retry logic and CAPTCHA solving services, this infrastructure is designed to achieve maximum reliability and bypass anti-bot measures.

What happens if an API request fails?

Crawlkit operates on a "succeed or refund" principle. If a request fails due to issues on Crawlkit's side (like a block or parsing error), the credits used for that request are automatically refunded to your account. You only pay for successful data delivery.

Is there a free tier to try Crawlkit?

Absolutely! You can start for free with 100 credits to test the API and integrate it into your workflow. There are no monthly commitments, and your free credits never expire, allowing you to experiment and build at your own pace before upgrading.

How does the pricing work?

LLMWise offers incredible flexibility. You can start completely free with 20 trial credits and access to 30 zero-credit models. When you're ready, choose your path: use Bring Your Own Keys (BYOK) to pay your AI providers directly at their standard rates, or purchase LLMWise credits for a simple, unified pay-as-you-go model. There are no monthly subscriptions—you only pay for what you use, and your credits never expire.

What are the free models for?

The 30+ free models (like Google's Gemma 3 series and Meta's Llama 3.3) are a game-changer. Use them to prototype your AI features without spending a cent. They also serve as a smart fallback layer during traffic spikes or provider outages, and are perfect for running quality benchmarks against paid models to inform your routing strategies.

How does the intelligent routing decide?

Our routing engine uses a sophisticated set of rules and learned optimizations. It analyzes your prompt's content, intent, and structure, then matches it against known model strengths—coding, creativity, reasoning, speed, cost, etc. You can also set your own custom routing policies based on performance, cost, or reliability metrics you define.

Is my data safe with LLMWise?

Absolutely. When you use the BYOK (Bring Your Own Keys) mode, your API keys are securely stored and your prompts are sent directly from our infrastructure to the provider's API, following their respective data privacy policies. We act as a secure router, not a data processor. For credits-based usage, we maintain strict data handling protocols.

Crawlkit is a leading developer-first API in the web scraping and data extraction category, trusted by thousands to reliably gather data, screenshots, and search results from any website. It's designed to handle the immense technical complexity of modern scraping, like proxy management and JavaScript rendering, so developers can focus on building with data instead of fighting to collect it. Even with its powerful features, developers often explore alternatives for various reasons. Some might be evaluating budget constraints against project scale, while others may have highly specific technical requirements, like needing an on-premise solution or a particular programming language SDK. The search for the right tool is a natural part of any tech stack decision. When evaluating any web scraping solution, key factors to consider include reliability and success rates, speed and performance, ease of integration, and the robustness of features like anti-bot bypass and JavaScript execution. The goal is to find a platform that removes infrastructure headaches, scales with your needs, and delivers clean, actionable data consistently.

LLMWise is a unified AI API platform that simplifies access to multiple large language models like GPT, Claude, and Gemini. It falls into the category of AI orchestration tools, designed to intelligently route user prompts to the best-suited model automatically. Users often explore alternatives for various reasons, such as specific pricing models, the need for different feature sets like advanced analytics or custom workflows, or a preference for a platform that integrates more tightly with their existing tech stack. Some may seek simpler tools or more specialized providers. When evaluating other options, key considerations include the range of supported models, the sophistication of routing logic, transparent and flexible pricing without mandatory subscriptions, reliability features like automatic failover, and the depth of testing and optimization tools available to developers.