ContextGrade
Captures decision reasoning from web apps and exports structured context for LLMs and agents.
- Price
- Price not read
- Use
- Activity
- Activity not read yet
- Company
- since 2026first launch
- Runs as
- Browser extension
EvidenceDefines analytics dashboards and reports as code in version control, with an agent that answers data questions in natural language.
DataboxConnects business data and metrics to AI agents that analyze performance, generate reports, and automate recurring analysis workflows.
Actively maintained
ThoughtSpotBuilds analytics agents and dashboards that answer business questions from company data using natural language.
Sigma ComputingBuilds analytics applications and AI agents that query data warehouses directly with governance at the source.
Human BehaviorCaptures session replays, logs, traces and analytics from one SDK, with AI that identifies bugs and opens pull requests.
FirstEigenDetects and fixes data quality issues using AI agents tuned to business use cases across data pipelines and warehouses.
Actively maintained
What is ContextGrade?
Captures decision reasoning from web apps and exports structured context for LLMs and agents.
What are alternatives to ContextGrade?
In Analytics, by use: Evidence, Databox, ThoughtSpot, Sigma Computing, Human Behavior, FirstEigen.
How we read a tool
No votes, no reviews, no vendor claims. Every week a crawler reads each tool's own site and a few public registries, and the words on the card are bands over what it read.
- Use: visits to the site (estimated), installs from npm and PyPI, presence in Chrome's usage report.
- Activity: the newest release on GitHub, npm or PyPI; the newest dated page on the site; open roles on a public jobs board.
- Price: the vendor's own pricing page, read with the date. A figure is printed only when it is on that page.
- The line and the use cases are written by us from the homepage, one row at a time, and refused when they repeat the vendor's marketing.
How AI assistants read each site — the reading vendors ask us about — is on each tool's own visibility page.