Understanding market data freshness in AI research tools.

Market data quality depends on provider coverage, exchange permissions, endpoint type, and caching. Intraday candles, daily bars, and quote snapshots may not update at the same speed.

What to verify

• Whether the source is real-time, delayed, or end-of-day.
• Whether the symbol has intraday coverage.
• Whether the latest candle timestamp matches the exchange timezone.
• Whether a fallback provider was used.

Kaburi should be treated as a research workspace. Always confirm trade-critical prices with official or broker-grade data.