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LM Bench Scraper API

The LM Bench Scraper API empowers developers with robust bench scrapers to extract real-time benchmark data, leaderboards, model performances, and rankings from the LM Bench platform. Overcome parsing challenges, IP blocking, and dynamic content issues to receive clean JSON outputs for seamless integration into your AI analytics pipelines. (58 words)

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What Can You Build With LM Bench Scraper API Scraper?

With LM Bench Scraper API's bench scrapers, build automated leaderboard trackers for competitive model analysis, real-time performance monitors to benchmark your LLMs against top entries, and rich datasets for research papers on language model capabilities and rankings. Ideal for AI devs tracking keyword-based search results and category leaders. (56 words)

XCrawl

Structured JSON Outputs

Get parse-ready JSON from bench scrapers with fields like scores, ranks, and metrics, perfect for Python pandas analysis or database ingestion without manual cleanup.

XCrawl

Scalable Async Requests

Support high-volume bench scrapers via asynchronous endpoints, handling thousands of model details and leaderboards per minute with built-in rate limiting.

XCrawl

Real-time Benchmark Data

Fetch live updates on LM Bench rankings, engagement metrics, and new submissions in JSON format for instant dashboards and alerts.

XCrawl

Developer-First Integration

REST API with SDKs for Python and Node.js, enabling quick setup of bench scrapers for custom workflows and cron jobs.

Trusted by Data-Driven Teams Worldwide

Used by teams across analytics, research, monitoring, and growth workflows.

XCrawl

Available LM Bench Scraper API Scrapers

Access the most commonly used LM Bench Scraper API data types — fully structured, consistently formatted, and production-ready.

Bench Leaderboard Scraper

Extract top rankings and category lists from LM Bench leaderboards with full search result details.

Scraping method:
  • rank
  • model_name
  • overall_score
  • category
  • submission_date
  • provider
  • margin_of_error

Bench Model Details Scraper

Pull comprehensive product details for models including parameters, variants, and media URLs.

Scraping method:
  • model_id
  • name
  • parameters
  • avg_score
  • variants
  • media_urls
  • architecture

Bench User Profiles Scraper

Scrape user profiles, bios, and submission history from LM Bench contributors.

Scraping method:
  • user_id
  • username
  • bio
  • submission_count
  • verified_status
  • affiliation

Bench Comments Scraper

Fetch threaded comments and replies on model submissions and leaderboards.

Scraping method:
  • comment_id
  • author
  • text
  • parent_id
  • replies_count
  • timestamp
  • likes

Bench Engagement Scraper

Gather likes, shares, and other engagement metrics for models and posts.

Scraping method:
  • model_id
  • likes
  • shares
  • views
  • engagement_rate
  • upvotes

Bench Pricing History Scraper

Track historical pricing and cost data for models across providers.

Scraping method:
  • model_id
  • date
  • price_per_million
  • provider
  • change_percent
  • currency

LM Bench Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Integrate our RESTful API endpoints directly into your codebase for precise control over bench scrapers.

  • XCrawl
    Python SDK
    Use our official async Python library to fire bench scrapers requests and handle JSON responses effortlessly.
  • XCrawl
    Node.js Support
    Leverage Node.js wrappers for high-concurrency bench scrapers with promise-based async operations.
  • XCrawl
    Custom Parameters
    Fine-tune bench scrapers with filters for categories, dates, or keywords via simple query params.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Utilize our no-code dashboard to configure and run bench scrapers visually without dev resources.

  • XCrawl
    Visual Selector
    Point-and-click to select data fields like scores or profiles for instant bench scrapers setup.
  • XCrawl
    Automated Scheduling
    Set cron-like schedules for recurring bench scrapers pulls on leaderboards or models.
  • XCrawl
    CSV/Excel Export
    Download scraped benchmark data directly as CSV or Excel for easy sharing and analysis.

Code examples

Retrieve LM Bench Scraper API posts and author information in seconds with a simple API call.

Input
Shell
curl -X POST https://xcrawl.com -H "Authorization: YOU_TOKEN" -H "Content-Type: application/json" -d "{\"geo\":\"US\",\"context\":{\"keyword_list\":[{\"keyword\":\"Apple\"}],\"start_page\":1,\"pages\":1},\"source\":\"amazon_search\"}"
Output
Json
{
"result":[
{
"content":{
"url":"https://www.amazon.com/s?k=Apple&page=1"
"page":1
"query":"Apple"
"results":{
"organic":[
{
"pos":1
"url":"https://www.amazon.com/sspa/click?ie=UTF8&spc=MTo1NTU4MDIyNzE4MTQ0NDk1OjE3NjM0NDg1NjM6c3BfYXRmOjMwMDg0MTIyMDE1MTYwMjo6MDo6&url=%2FApple-11-inch-Intelligence-Display-All-Day%2Fdp%2FB0DZ73HCJZ%2Fref%3Dsr_1_1_sspa%3Fdib%3DeyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs%26dib_tag%3Dse%26keywords%3DApple%26qid%3D1763448563%26sr%3D8-1-spons%26sp_csd%3Dd2lkZ2V0TmFtZT1zcF9hdGY%26psc%3D1"
"asin":"B0DZ73HCJZ"
"price":499.99
"title":"SponsoredSponsored You’re seeing this ad based on the product’s relevance to your search query.Leave ad feedback AppleiPad Air 11-inch with M3 chip Built for Apple Intelligence, Liquid Retina Display, 128GB, 12MP Front/Back Camera, Wi-Fi 6E, Touch ID, All-Day Battery Life — Purple"
"rating":4.8
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/71b-vc2xzlL._AC_UY218_.jpg"
"best_seller":false
"price_upper":499.99
"is_sponsored":false
"sales_volume":"1K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":599
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":2
"url":"https://www.amazon.com/sspa/click?ie=UTF8&spc=MTo1NTU4MDIyNzE4MTQ0NDk1OjE3NjM0NDg1NjM6c3BfYXRmOjMwMDg0MTI5NzA2MjkwMjo6MDo6&url=%2FApple-Bluetooth-Headphones-Personalized-Effortless%2Fdp%2FB0DGHMNQ5Z%2Fref%3Dsr_1_2_sspa%3Fdib%3DeyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs%26dib_tag%3Dse%26keywords%3DApple%26qid%3D1763448563%26sr%3D8-2-spons%26sp_csd%3Dd2lkZ2V0TmFtZT1zcF9hdGY%26psc%3D1"
"asin":"B0DGHMNQ5Z"
"price":117
"title":"SponsoredSponsored You’re seeing this ad based on the product’s relevance to your search query.Leave ad feedback AppleAirPods 4 Wireless Earbuds, Bluetooth Headphones, Personalized Spatial Audio, Sweat and Water Resistant, USB-C Charging Case, H2 Chip, Up to 30 Hours of Battery Life, Effortless Setup for iPhone"
"rating":4.5
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61iBtxCUabL._AC_UY218_.jpg"
"best_seller":false
"price_upper":117
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":129
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":3
"url":"https://www.amazon.com/Apple-MX542LL-A-AirTag-Pack/dp/B0D54JZTHY/ref=sr_1_3?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-3"
"asin":"B0D54JZTHY"
"price":79.98
"title":"AppleAirTag 4 Pack. Keep Track of and find Your Keys, Wallet, Luggage, Backpack, and More. Simple one-tap Set up with iPhone or iPad"
"rating":4.7
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61bMNCeAUAL._AC_UY218_.jpg"
"best_seller":false
"price_upper":79.98
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":99
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":4
"url":"https://www.amazon.com/Apple-MX532LL-A-AirTag/dp/B0CWXNS552/ref=sr_1_4?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-4"
"asin":"B0CWXNS552"
"price":17.97
"title":"AppleAirTag. Keep Track of and find Your Keys, Wallet, Luggage, Backpack, and More. Simple one-tap Set up with iPhone or iPad"
"rating":4.7
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/71rP7f78eFL._AC_UY218_.jpg"
"best_seller":false
"price_upper":17.97
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":29
"shipping_information":"FREE delivery Sun, Nov 23 on $35 of items shipped by AmazonOr fastest delivery Tomorrow, Nov 19"
},
{
"pos":5
"url":"https://www.amazon.com/Apple-iPad-Pro-13-inch-M5/dp/B0FWCXMR3W/ref=sr_1_5?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-5"
"asin":"B0FWCXMR3W"
"price":2499
"title":"AppleiPad Pro 13-inch (M5): Ultra Retina XDR Display, 2TB, 12MP Front/Back Camera, LiDAR Scanner, Wi-Fi 7 with Apple N1 + 5G Cellular with C1X chip, Face ID, All-Day Battery Life — Space Black"
"rating":4.6
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/715V3wbnD6L._AC_UY218_.jpg"
"best_seller":false
"price_upper":2499
"is_sponsored":false
"sales_volume":null
"pricing_count":1
"reviews_count":16
"is_amazons_choice":false
"price_strikethrough":""
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Thu, Nov 20"
},
{
"pos":6
"url":"https://www.amazon.com/Apple-Cancellation-Translation-Headphones-High-Fidelity/dp/B0FQFB8FMG/ref=sr_1_6?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-6"
"asin":"B0FQFB8FMG"
"price":249
"title":"AppleAirPods Pro 3 Wireless Earbuds, Active Noise Cancellation, Live Translation, Heart Rate Sensing, Hearing Aid Feature, Bluetooth Headphones, Spatial Audio, High-Fidelity Sound, USB-C Charging"
"rating":4.4
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61solmQSSlL._AC_UY218_.jpg"
"best_seller":false
"price_upper":249
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":""
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":7
"url":"https://www.amazon.com/Apple-2025-MacBook-13-inch-Laptop/dp/B0DZD9S5GC/ref=sr_1_7?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-7"
"asin":"B0DZD9S5GC"
"price":749.99
"title":"Apple2025 MacBook Air 13-inch Laptop with M4 chip: Built for Apple Intelligence, 13.6-inch Liquid Retina Display, 16GB Unified Memory, 256GB SSD Storage, 12MP Center Stage Camera, Touch ID; Midnight"
"rating":4.8
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/71cWZUr9SVL._AC_UY218_.jpg"
"best_seller":false
"price_upper":749.99
"is_sponsored":false
"sales_volume":null
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":999
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":8
"url":"https://www.amazon.com/Apple-Headphones-Cancellation-Transparency-Personalized/dp/B0DGJ7HYG1/ref=sr_1_8?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-8"
"asin":"B0DGJ7HYG1"
"price":148.99
"title":"AppleAirPods 4 Wireless Earbuds, Bluetooth Headphones, with Active Noise Cancellation, Adaptive Audio, Transparency Mode, Personalized Spatial Audio, USB-C Charging Case, Wireless Charging, H2 Chip"
"rating":4.5
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61iBtxCUabL._AC_UY218_.jpg"
"best_seller":false
"price_upper":148.99
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":179
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
],
"amazons_choices":[
],
},
},
},
],
},

How the LM Bench Scraper API Scraper API works?

  • XCrawlIntelligent IP rotation
  • XCrawlAutomatic CAPTCHA recognition
  • XCrawlHTTP headers
  • XCrawlAutomatic webpage parsing
  • XCrawlCustomizable support

What can our API do for you?

XCrawl

Proxy management

ML-driven proxy selection and rotation using our premium proxy pool from 190 countries.

XCrawl

AI-driven fingerprinting

Unique HTTP headers, JavaScript, and browser fingerprints ensure resilience to dynamic content.

XCrawl

CAPTCHA bypass

Automatic retries and CAPTCHA bypassing for uninterrupted data retrieval.

XCrawl

Bulk data extraction

Extract data from several pages at the same time with up to 10K URLs per batch.

XCrawl

Multiple delivery options

Receive data via cloud storage such as SFTP or AWSS3, or retrieve results through APIs.

XCrawl

Scheduled scraping

Set your preferred frequency for automated, custom-timed data collection, with results delivered directly to your cloud storage.

XCrawl

Maintenance-free infrastructure

Eliminate proxy maintenance and infrastructure hassle. No need to build crawler systems.

XCrawl

Highly scalable

Easy to integrate with support for customization.

XCrawl

24/7 support

Receive professional support in case of anyquestions or issues.

XCrawl Transparent

Flexible Pricing

Transparent web scraping pricing with flexible API subscription plans. Compare data extraction costs, purchase crawler access, and start free — then scale as you grow.

Monthly
Yearly Hot

Scale Plans

High-volume plans for teams that need more power and dedicated support.

Enjoy higher rate limits, more concurrent browsers, and priority support.

Contact Sales
We Provide Enterprise-Level Customization

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What do our customers say?

★★★★★
5.0

LM Bench Scraper API transformed our model tracking. Fast bench scrapers deliver perfect JSON datasets for leaderboard analysis.

Alex Rivera
Alex Rivera
AI Research Lead
★★★★★
4.9

Incredible integration ease with Python. Bench scrapers handle engagement metrics flawlessly without downtime.

Jordan Lee
Jordan Lee
Data Engineer
★★★★★
5.0

Accurate pricing history from bench scrapers saved us weeks of manual work. Highly recommend!

Sam Patel
Sam Patel
ML Ops Manager
★★★★★
4.8

Robust bench scrapers for comments and profiles. JSON quality is top-notch for our research tools.

Taylor Kim
Taylor Kim
Backend Developer
★★★★★
4.9

Real-time leaderboard data via bench scrapers powers our competitive dashboards perfectly.

Chris Wong
Chris Wong
Product Analyst
★★★★★
5.0

Effortless model details scraping. Bench scrapers API is a game-changer for client reports.

Morgan Ellis
Morgan Ellis
AI Consultant
★★★★★
4.7

Scalable bench scrapers bypassed all blocks. Dataset quality exceeds expectations.

Riley Foster
Riley Foster
DevOps Engineer
★★★★★
5.0

Love the engagement metrics from bench scrapers. Super fast and reliable integration.

Casey Nguyen
Casey Nguyen
Data Scientist
★★★★★
4.9

Bench scrapers for user profiles are precise. Made our app launch smooth.

Drew Santos
Drew Santos
Full-Stack Developer
★★★★★
5.0

Pricing history bench scrapers unlocked cost insights. Best API for LM Bench data.

Quinn Harper
Quinn Harper
Growth Hacker
★★★★★
5.0

LM Bench Scraper API transformed our model tracking. Fast bench scrapers deliver perfect JSON datasets for leaderboard analysis.

Alex Rivera
Alex Rivera
AI Research Lead
★★★★★
4.9

Incredible integration ease with Python. Bench scrapers handle engagement metrics flawlessly without downtime.

Jordan Lee
Jordan Lee
Data Engineer
★★★★★
5.0

Accurate pricing history from bench scrapers saved us weeks of manual work. Highly recommend!

Sam Patel
Sam Patel
ML Ops Manager
★★★★★
4.8

Robust bench scrapers for comments and profiles. JSON quality is top-notch for our research tools.

Taylor Kim
Taylor Kim
Backend Developer
★★★★★
4.9

Real-time leaderboard data via bench scrapers powers our competitive dashboards perfectly.

Chris Wong
Chris Wong
Product Analyst
★★★★★
5.0

Effortless model details scraping. Bench scrapers API is a game-changer for client reports.

Morgan Ellis
Morgan Ellis
AI Consultant
★★★★★
4.7

Scalable bench scrapers bypassed all blocks. Dataset quality exceeds expectations.

Riley Foster
Riley Foster
DevOps Engineer
★★★★★
5.0

Love the engagement metrics from bench scrapers. Super fast and reliable integration.

Casey Nguyen
Casey Nguyen
Data Scientist
★★★★★
4.9

Bench scrapers for user profiles are precise. Made our app launch smooth.

Drew Santos
Drew Santos
Full-Stack Developer
★★★★★
5.0

Pricing history bench scrapers unlocked cost insights. Best API for LM Bench data.

Quinn Harper
Quinn Harper
Growth Hacker
★★★★★
5.0

LM Bench Scraper API transformed our model tracking. Fast bench scrapers deliver perfect JSON datasets for leaderboard analysis.

Alex Rivera
Alex Rivera
AI Research Lead
★★★★★
4.9

Incredible integration ease with Python. Bench scrapers handle engagement metrics flawlessly without downtime.

Jordan Lee
Jordan Lee
Data Engineer
★★★★★
5.0

Accurate pricing history from bench scrapers saved us weeks of manual work. Highly recommend!

Sam Patel
Sam Patel
ML Ops Manager
★★★★★
4.8

Robust bench scrapers for comments and profiles. JSON quality is top-notch for our research tools.

Taylor Kim
Taylor Kim
Backend Developer
★★★★★
4.9

Real-time leaderboard data via bench scrapers powers our competitive dashboards perfectly.

Chris Wong
Chris Wong
Product Analyst
★★★★★
5.0

Effortless model details scraping. Bench scrapers API is a game-changer for client reports.

Morgan Ellis
Morgan Ellis
AI Consultant
★★★★★
4.7

Scalable bench scrapers bypassed all blocks. Dataset quality exceeds expectations.

Riley Foster
Riley Foster
DevOps Engineer
★★★★★
5.0

Love the engagement metrics from bench scrapers. Super fast and reliable integration.

Casey Nguyen
Casey Nguyen
Data Scientist
★★★★★
4.9

Bench scrapers for user profiles are precise. Made our app launch smooth.

Drew Santos
Drew Santos
Full-Stack Developer
★★★★★
5.0

Pricing history bench scrapers unlocked cost insights. Best API for LM Bench data.

Quinn Harper
Quinn Harper
Growth Hacker
★★★★★
5.0

LM Bench Scraper API transformed our model tracking. Fast bench scrapers deliver perfect JSON datasets for leaderboard analysis.

Alex Rivera
Alex Rivera
AI Research Lead
★★★★★
4.9

Incredible integration ease with Python. Bench scrapers handle engagement metrics flawlessly without downtime.

Jordan Lee
Jordan Lee
Data Engineer
★★★★★
5.0

Accurate pricing history from bench scrapers saved us weeks of manual work. Highly recommend!

Sam Patel
Sam Patel
ML Ops Manager
★★★★★
4.8

Robust bench scrapers for comments and profiles. JSON quality is top-notch for our research tools.

Taylor Kim
Taylor Kim
Backend Developer
★★★★★
4.9

Real-time leaderboard data via bench scrapers powers our competitive dashboards perfectly.

Chris Wong
Chris Wong
Product Analyst
★★★★★
5.0

Effortless model details scraping. Bench scrapers API is a game-changer for client reports.

Morgan Ellis
Morgan Ellis
AI Consultant
★★★★★
4.7

Scalable bench scrapers bypassed all blocks. Dataset quality exceeds expectations.

Riley Foster
Riley Foster
DevOps Engineer
★★★★★
5.0

Love the engagement metrics from bench scrapers. Super fast and reliable integration.

Casey Nguyen
Casey Nguyen
Data Scientist
★★★★★
4.9

Bench scrapers for user profiles are precise. Made our app launch smooth.

Drew Santos
Drew Santos
Full-Stack Developer
★★★★★
5.0

Pricing history bench scrapers unlocked cost insights. Best API for LM Bench data.

Quinn Harper
Quinn Harper
Growth Hacker
ISO 27001
XCrawlISO 27001
CDPR
XCrawlCDPR
Top-Rated by Users
XCrawlTop-Rated by Users
Leader
XCrawlLeader
Easiest To Use
XCrawlEasiest To Use
Best Value Award
XCrawlBest Value Award

Frequently asked questions

Everything you need to know about XCrawl.

How does the LM Bench Scraper API architecture work?
Our cloud-based service deploys headless browsers with proxy rotation and ML parsing to mimic users, extracting structured JSON from public LM Bench pages via simple API calls.
What factors determine pricing?
Pricing is credit-based, factoring data volume, request frequency, endpoint complexity, and concurrent usage for flexible scaling.
What data coverage and limitations apply?
Full coverage of public leaderboards, models, profiles, and comments on LM Bench. Limited to non-paywalled, publicly accessible content; no private user data.
Is scraping LM Bench legal and compliant?
We only extract publicly available data in compliance with robots.txt and ToS where possible. Always review LM Bench terms and use ethically for your jurisdiction.
What integration support is available?
Comprehensive docs, Python/Node.js SDKs, Postman collections, and 24/7 support chat. Quickstart guides for all popular frameworks.

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