IBM Cognos Analytics vs Predict.ai

IBM Cognos Analytics is a paid business-intelligence platform for reporting, business analytics and AI-assisted insights. It supports hybrid deployment, real-time refresh, scheduled reports and natural-language queries across Android, iOS, Linux, Windows, web, API and self-hosted environments. Users can build multipage reports and share them as HTML, CSV, PDF or Excel files. Interactive dashboards provide visualizations, drill-downs and email or Slack sharing. Time-series modeling supports trend prediction, while the AI Assistant answers natural-language questions about selected data sources and can create dynamic dashboards. Standard costs $10.60 a month per authorized user and includes dashboards, data modules, mobile access, basic administration and AI capabilities, but users receive reports only. Premium costs $42.40 a month per authorized user and adds report creation, execution and scheduling, data explorations, custom visualizations, advanced administration and reporting agents. A free 30-day On-Demand trial supports up to five users.

Predict.ai finds possible drivers of business outcomes, compares forecasting models against historical data, and updates deployed forecasts as incoming data changes. Users select an outcome and forecast horizon; the platform searches for drivers, backtests models, deploys a result, and reevaluates it over time. Its workspace surfaces trends, anomalies, recurring patterns, correlations, lead-lag relationships, and leading indicators. Scenario tools let users alter a driver or schedule an event to compare a forecast with its baseline, but this does not establish causation. Data inputs include uploads, REST, Kafka, S3, BigQuery, PostgreSQL, and webhooks. Forecasts can be served through hosted REST, streaming, or batch inference endpoints, with quantile bands in responses. The maker also lists a REST API, Python and TypeScript SDKs, WebSockets, and MCP support for AI agents. The Free plan costs nothing and is capped at 500 credits monthly. Starter costs $149 a month, and Team costs $2,499 a month. Predict.ai says workspace data is isolated and not used to train shared or other customers' models.