Scale records 616,915 monthly visits with +12.5% month-over-month growth and Contact for Pricing pricing. Fiscal.ai (FinChat) records 9,221 monthly visits with -38.5% growth and Freemium, Free Trial, Contact for Pricing pricing.
The data, evaluations and systems behind AI that has to be right.
The modern financial data platform for auditable, minutes-after-earnings equity data.
| Dimension / Metric | | |
|---|---|---|
| Official Domain | scale.com | finchat.io |
| Pricing Model | Contact for Pricing | Freemium, Free Trial, Contact for Pricing |
| Monthly Visits | 616.92K (616,915) | 9.22K (9,221) |
| MoM Traffic Delta | +68.69K (+12.5%) | -5.78K (-38.5%) |
| Primary Market & Share | 🇺🇸 United States (44.2%) | 🇺🇸 United States (43.9%) |
| Direct Visits / mo | 191.41K | 4.13K |
| User Rating | 4.7 | 4.5 |
| 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.
The modern financial data platform for auditable, minutes-after-earnings equity data.
Aggregates filings and investor relations content into the most complete unstructured content source for global equities.
Combines proprietary agentic extraction with human analyst verification so every metric is accurate and auditable back to source.
Data is ingested, parsed, validated and published within minutes of an earnings release, rather than days later.
Institutional-grade data is delivered through the Fiscal.ai Terminal, API and MCP products, compatible with AI research 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.
Global macro data and AI research platform for smarter economic decisions
Global macro data and AI research platform for smarter economic decisions
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.
AI investing copilot for stock research, screening and market signals
AI investing copilot for stock research, screening and market signals
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.
AI-driven stock scores that rank every pickable stock by probability of beating the market
AI-driven stock scores that rank every pickable stock by probability of beating the market
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.
