Scale records 616,915 monthly visits with +12.5% month-over-month growth and Contact for Pricing pricing. Styldod records 15,043 monthly visits with -6.1% growth and Free Trial, Paid pricing.
The data, evaluations and systems behind AI that has to be right.
AI visual media and virtual staging for real estate listings
| Dimension / Metric | | |
|---|---|---|
| Official Domain | scale.com | styldod.com |
| Pricing Model | Contact for Pricing | Free Trial, Paid |
| Monthly Visits | 616.92K (616,915) | 15.04K (15,043) |
| MoM Traffic Delta | +68.69K (+12.5%) | -975 (-6.1%) |
| Primary Market & Share | 🇺🇸 United States (44.2%) | 🇺🇸 United States (46.5%) |
| Direct Visits / mo | 191.41K | 4.97K |
| User Rating | 4.7 | 3.9 |
| 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 media and virtual staging for real estate listings
Digitally furnish vacant or empty rooms with photorealistic furniture, decor, and lighting in styles from modern and Scandinavian to farmhouse, Japandi, and industrial.
Keep the true layout of the property intact and automatically flag or fix risky edits such as misleading structural changes or policy-sensitive content before publishing.
Handle image enhancement, object removal, occupied-to-vacant conversion, day-to-dusk, and batch editing of up to 50 listing photos at once.
Generate floor plans, 360° virtual tours, 3D renders, and single-property videos to enrich property listings beyond still images.
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.
The AI-powered real estate media workflow — book, edit, deliver, and get paid
The AI-powered real estate media workflow — book, edit, deliver, and get paid
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.
AI interior design and virtual staging that keeps your room's real structure
AI interior design and virtual staging that keeps your room's real structure
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.
