SpecialistAutomates enterprise workflows with autonomous agents, but is tied specifically to the Salesforce ecosystem.
SpecialistAutomates enterprise workflows with autonomous agents, but is tied specifically to the Salesforce ecosystem.
HEROZ records 1,800,065 monthly visits with +2.3% month-over-month growth and Contact for Pricing 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 | heroz.jp | scale.com |
| Pricing Model | Contact for Pricing | Contact for Pricing |
| Monthly Visits | 1.8M (1,800,065) | 616.92K (616,915) |
| MoM Traffic Delta | +41.16K (+2.3%) | +68.69K (+12.5%) |
| Primary Market & Share | 🇯🇵 Japan (99.4%) | 🇺🇸 United States (44.2%) |
| Direct Visits / mo | 1.27M | 191.41K |
| User Rating | 4.2 | 4.7 |
| Supported Platforms | Website | Website |
Japanese AI company turning shogi-grade deep learning into enterprise and consumer products
Machine learning and deep learning methods refined over years of computer-shogi, chess and backgammon engine development, reusable across industries.
AI consulting, data analytics and DX support delivered to financial institutions and enterprises, including the HEROZ ASK and BLOOMWORKS offerings.
Consumer titles such as Shogi Wars, CHESS HEROZ and BackgammonAce that scale the same AI technology to a mass audience.
Corporate AI training programs that help client teams build their own machine learning capability.
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.
SpecialistAutomates enterprise workflows with autonomous agents, but is tied specifically to the Salesforce ecosystem.
SpecialistAutomates enterprise workflows with autonomous agents, but is tied specifically to the Salesforce ecosystem.
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.
SpecialistFocuses heavily on Japanese generative AI education and corporate training rather than bespoke AI product engineering.

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.

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.