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.
Astrocade records 2,991,087 monthly visits with +43% month-over-month growth and Free pricing. Scale records 616,915 monthly visits with +12.5% growth and Contact for Pricing pricing.
The data, evaluations and systems behind AI that has to be right.
| Dimension / Metric | ||
|---|---|---|
| Official Domain | astrocade.com | scale.com |
| Pricing Model | Free | Contact for Pricing |
| Monthly Visits | 2.99M (2,991,087) | 616.92K (616,915) |
| MoM Traffic Delta | +899.93K (+43%) | +68.69K (+12.5%) |
| Primary Market & Share | 🇺🇸 United States (18.8%) | 🇺🇸 United States (44.2%) |
| Direct Visits / mo | 1.26M | 191.41K |
| User Rating | 4 | 4.7 |
| Supported Platforms | Website | Website |
Play free browser games and build your own with AI
Jump into any game directly in your browser without downloads, installs, or accounts to start playing.
Describe a game idea in plain language and let Astrocade's AI tools turn it into a playable experience you can publish.
A rotating home feed surfaces new games every day from creators around the world so there is always something new.
Players can be among the first to try new games and leave feedback, helping creators iterate and improve.
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.
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.

Instantly play, create and remix interactive mini-apps
Instantly play, create and remix interactive mini-apps

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.
Turn one prompt or image into a playable game
Turn one prompt or image into a playable game

SpecialistProduction-ready AI game assets, from spritesheets to 3D
SpecialistProduction-ready AI game assets, from spritesheets to 3D

Build and share AI-powered interactive creations right in your browser
Build and share AI-powered interactive creations right in your browser

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-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.

Turn a text prompt into a playable browser game in minutes
Turn a text prompt into a playable browser game in minutes