Labelbox records 762,803 monthly visits with -22.8% month-over-month growth and Contact for Pricing pricing. Thunderbit records 391,726 monthly visits with -21.9% growth and Freemium, Contact for Pricing pricing.
The environments frontier AI trains on, and the agents that do the recurring work
Agentic web scraper that turns any page into ready-to-use data
| Dimension / Metric | | |
|---|---|---|
| Official Domain | labelbox.com | thunderbit.com |
| Pricing Model | Contact for Pricing | Freemium, Contact for Pricing |
| Monthly Visits | 762.8K (762,803) | 391.73K (391,726) |
| MoM Traffic Delta | -225.17K (-22.8%) | -110.09K (-21.9%) |
| Primary Market & Share | 🇺🇸 United States (21.9%) | 🇺🇸 United States (9.9%) |
| Direct Visits / mo | 370.02K | 80.22K |
| User Rating | 4.4 | 4.4 |
| Supported Platforms | Website | Website |
The environments frontier AI trains on, and the agents that do the recurring work
Structured annotation, curation, model evaluation and human-in-the-loop review across vision, language and generative tasks, used to build the training and eval data behind production models.
Recursion agents start on their own from builds, alerts, commits, checkpoints and schedules, then work in the background until the task is finished and reviewable.
Specialist agents cover software engineering, reliability, security, ML research, evals, R&D, product and finance workflows, from flaky test fixes to postmortem drafts and vulnerability patches.
Every agent run is scored by a grader, and graded sessions leave memories, notes and skills that the next session reads before acting, so quality compounds over time.
Agentic web scraper that turns any page into ready-to-use data
Open a page, click extract, and AI proposes the fields worth capturing and returns structured rows — no CSS selectors or drag-and-drop setup.
For popular sites like Amazon, eBay, and Google Maps, pre-built templates return consistent fields instantly without spending AI credits.
Thunderbit can open linked pages and pull details from them, so a results list and its detail pages become a single table in one run.
Summarize, categorize, translate, reformat, or calculate fields as part of the scrape, so exports arrive ready to use.
SpecialistA powerful cloud scraping marketplace, but lacks Thunderbit's instant natural-language browser extension scraping experience.
SpecialistA powerful cloud scraping marketplace, but lacks Thunderbit's instant natural-language browser extension scraping experience.
SpecialistStreamlines end-to-end computer vision workflows from annotation to model deployment, but lacks Labelbox's general enterprise agent orchestration.
SpecialistStreamlines end-to-end computer vision workflows from annotation to model deployment, but lacks Labelbox's general enterprise agent orchestration.
SpecialistRelies heavily on managed human-in-the-loop workforce services for data validation, offering less self-serve technical tooling than Labelbox.
Delivers enterprise-grade labeling and model evaluation at massive scale, but often requires higher enterprise budgets than Labelbox.
Delivers enterprise-grade labeling and model evaluation at massive scale, but often requires higher enterprise budgets than Labelbox.
Offers robust browser automation and AI data extraction, but focuses more broadly on general web assistance.
Offers robust multimodal annotation and workflow automation, featuring slightly more intuitive data curation pipelines for computer vision teams.
Offers robust multimodal annotation and workflow automation, featuring slightly more intuitive data curation pipelines for computer vision teams.
SpecialistTrack, evaluate, and ship AI models and agents in one connected environment.
SpecialistTrack, evaluate, and ship AI models and agents in one connected environment.
SpecialistCloud-based lead generation and scraping automation, but lacks an interactive browser extension agent interface.
SpecialistCloud-based lead generation and scraping automation, but lacks an interactive browser extension agent interface.
Specializes in advanced computer vision and physical AI data pipelines, though with a narrower focus than general text-and-image labeling.
Specializes in advanced computer vision and physical AI data pipelines, though with a narrower focus than general text-and-image labeling.
SpecialistA desktop visual scraping tool rather than a browser extension, offering heavier-duty scraping capabilities for large sites.
SpecialistA desktop visual scraping tool rather than a browser extension, offering heavier-duty scraping capabilities for large sites.
Combines web scraping with browser automation and CRM syncing, but has a steeper workflow setup curve.
Combines web scraping with browser automation and CRM syncing, but has a steeper workflow setup curve.
Free / Open-sourceProvides a flexible open-source alternative for custom data labeling, but requires self-hosting and manual infrastructure maintenance.
Free / Open-sourceProvides a flexible open-source alternative for custom data labeling, but requires self-hosting and manual infrastructure maintenance.
