Scale records 616,915 monthly visits with +12.5% month-over-month growth and Contact for Pricing pricing. VirtualStaging.art records 6,554 monthly visits with +0.5% growth and Paid pricing.
The data, evaluations and systems behind AI that has to be right.
AI virtual staging for real estate listing photos, from $0.50 per render
| Dimension / Metric | ||
|---|---|---|
| Official Domain | scale.com | virtualstaging.art |
| Pricing Model | Contact for Pricing | Paid |
| Monthly Visits | 616.92K (616,915) | 6.55K (6,554) |
| MoM Traffic Delta | +68.69K (+12.5%) | +34 (+0.5%) |
| Primary Market & Share | 🇺🇸 United States (44.2%) | 🇯🇵 Japan (52.6%) |
| Direct Visits / mo | 191.41K | 2.5K |
| User Rating | 4.7 | 4.4 |
| 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 virtual staging for real estate listing photos, from $0.50 per render
Furnish empty or occupied rooms with realistic furniture and decor in about 45 seconds, choosing from styles such as Luxury Modern, Scandinavian, Industrial, Coastal, Japandi and Bohemian.
Remove existing furniture, clutter and lived-in details from occupied room photos to create a clean base image for staging or publishing.
Improve lighting, color and exposure, enhance skies and windows, and clean up small distractions on both original and staged photos without a manual editor.
Keep a consistent design direction across several photos of the same property, and generate photorealistic exteriors on vacant lots or over existing structures.
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.
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.
Upload one room photo and see a photorealistic remodel in seconds
Upload one room photo and see a photorealistic remodel in seconds
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.
SpecialistConnects developers with verified human participants for RLHF and model evaluation studies instead of managed labeling.
SpecialistConnects developers with verified human participants for RLHF and model evaluation studies instead of managed labeling.
AI interior design, virtual staging and room video in seconds
AI interior design, virtual staging and room video in seconds
