01 · Overview
What is Octagon?
Octagon provides cited AI research across active Kalshi and Polymarket markets, including model-versus-market probabilities, news signals, reports, APIs and MCP tooling. Its current homepage presents both venues, while the prediction-market agent guide and trading CLI examples remain Kalshi-centred. Best for: Analysts and developers screening markets with cited research before independent verification. Less suitable for: Users who require identical workflow coverage across both venues or treat model edge as guaranteed profit.
02 · Best for
Who is Octagon best for?
Best for
Analysts and developers using cited AI research, news signals, and APIs to screen opportunities before independent verification.
Not ideal for
Users needing confirmed production-wide Polymarket coverage or treating model edge as guaranteed profit.
Polymarket research is now presented as active, but agent and trading-tool documentation remains Kalshi-centred. Confirm the exact surface before integration; model probabilities are estimates and reports can lag breaking events.
03 · Access & execution
How do access and execution work?
Scope-aware product facts
What to look for
Surfaces
Access modes
Execution modes
Pricing offers
Data capabilities
04 · Data provenance
Data provenance
Current coverage: CompleteA transparent record of which official sources were checked and when.
05 · Public footprint
Public footprint
Current public signals from official platform sources, shown with their observation dates.
A transparent record of which official sources were checked and when.
06 · Sources & review
How was Octagon reviewed?
Documentation strength: PartialA transparent record of which official sources were checked and when.
Official product sources were checked for documented identity, scope, access, pricing and limitations. This is not a security audit, performance test or endorsement.



