Scale records 616,915 monthly visits with +12.5% month-over-month growth and Contact for Pricing pricing. Scanflow records 2,450 monthly visits with -17.5% growth and Contact for pricing pricing.
The data, evaluations and systems behind AI that has to be right.
AI visual inspection and enterprise-grade scanning for industry
| Dimension / Metric | | |
|---|---|---|
| Official Domain | scale.com | scanflow.ai |
| Pricing Model | Contact for Pricing | Contact for pricing |
| Monthly Visits | 616.92K (616,915) | 2.45K (2,450) |
| MoM Traffic Delta | +68.69K (+12.5%) | -519 (-17.5%) |
| Primary Market & Share | 🇺🇸 United States (44.2%) | 🇮🇳 India (58.6%) |
| Direct Visits / mo | 191.41K | 954 |
| User Rating | 4.7 | 4.1 |
| Supported Platforms | Website | Website |
The data, evaluations and systems behind AI that has to be right.
Human-sourced and expert-annotated training data, including specialist contributors with advanced degrees, at the quality bar frontier labs require.
Public leaderboards plus private benchmarks that test model capability and safety for the most ambitious AI developers.
Platform and services teams that pick the right use case, build the system and take ownership of the outcome.
Agentic systems designed around measurable business outcomes across private equity portfolios, energy and healthcare operations.
AI visual inspection and enterprise-grade scanning for industry
Computer-vision models run on production lines to detect defects, verify labels, count objects and check PPE for workplace safety, in real time rather than in spot audits.
Integrate high-performance barcode, QR and serial code reading into any smart device so staff can capture enterprise-grade data without dedicated hardware.
Read VIN numbers, tire sidewall DOT/TIN codes, component numbers and handwritten codes directly from a phone or smart device.
Capture customer identity documents such as passports, ID cards and driver's licences to speed up KYC, patient registration and check-in workflows.
SpecialistStreamlines computer vision dataset annotation and model training, but is less suited for general LLM text tasks.
SpecialistStreamlines computer vision dataset annotation and model training, but is less suited for general LLM text tasks.
Focuses heavily on enterprise data labeling and training data curation, similar to Scale's core annotation business.
Focuses heavily on enterprise data labeling and training data curation, similar to Scale's core annotation business.
Provides enterprise multimodal annotation and data management tools, but with less emphasis on managed labeling workforces.
Provides enterprise multimodal annotation and data management tools, but with less emphasis on managed labeling workforces.
Free / Open-sourceTurn paper business cards into digital contacts in seconds
Free / Open-sourceTurn paper business cards into digital contacts in seconds
SpecialistTrack, evaluate, and ship AI models and agents in one connected environment.
SpecialistTrack, evaluate, and ship AI models and agents in one connected environment.
SpecialistFocuses on post-deployment LLM observability and evaluation rather than training data generation or annotation.
SpecialistFocuses on post-deployment LLM observability and evaluation rather than training data generation or annotation.
Specializes in data infrastructure and annotation specifically tailored for computer vision and physical AI workloads.
Specializes in data infrastructure and annotation specifically tailored for computer vision and physical AI workloads.
Free / Open-sourceAI agents that run document-heavy business processes end to end
Free / Open-sourceAI agents that run document-heavy business processes end to end
Free / Open-sourceOffers a flexible open-source alternative for custom data labeling and human-in-the-loop annotation pipelines.
Free / Open-sourceOffers a flexible open-source alternative for custom data labeling and human-in-the-loop annotation pipelines.
SpecialistBuild, simulate, evaluate and monitor self-improving AI agents
SpecialistBuild, simulate, evaluate and monitor self-improving AI agents
SpecialistProvides LLM evaluation and testing workflows, but lacks Scale's massive human-in-the-loop data labeling services.
SpecialistProvides LLM evaluation and testing workflows, but lacks Scale's massive human-in-the-loop data labeling services.
Free / Open-sourceDescribe any image with AI — detailed descriptions, captions, prompts, and text extraction in one place
Free / Open-sourceDescribe any image with AI — detailed descriptions, captions, prompts, and text extraction in one place
