
Compare fast bar experiments with detailed L2 replay, reusing downloaded history between strategy changes.
- Language Python
Explore a workflow
Start with the data or action your application needs, then choose a compatible interface and access model. This family covers building blocks for research applications, data systems and trading integrations.
Compare programming languages, runtime and deployment requirements, API coverage and entitlements. A repository can supply code without granting access to a hosted dataset. Read the relevant software and data licensing terms.
Separate public research reads from account operations. Establish the credentials and permissions needed for each action before enabling them in your application or agent. Move to infrastructure tools when the main task is running the service rather than choosing its data interface.

Compare fast bar experiments with detailed L2 replay, reusing downloaded history between strategy changes.

Official machine-readable U.S. forecasts, observations and alerts, with documented access and operational guidance.

Receive native market events and manage signed orders, reconciliation and resolution in one trading framework.

An external weather API for comparing models and reconstructing forecasts available at a historical decision.

Download crypto Up/Down history with separate event/receive times, settlement data and checksums.

Inspect hourly Parquet files and coverage audits before reconstructing historical Polymarket depth.

Entity-level wallet research with uncertainty metrics, accounting caveats and explicit address-access costs.

Read outcome prices and depth, then handle authenticated orders through a separate signing boundary.

Retrieve positions, trades, holders and rankings while preserving outcome IDs and pagination context.

Official concepts and implementation guides for understanding how Polymarket works.

Discover contracts and their identifiers before querying executable prices or building a searchable catalog.

Typed sync and async clients for scripts, notebooks, account workflows and real-time subscriptions.