{"slug":"sip-vs-direct-exchange-feeds","qid":"venue_quote_rates","label":"Quote update traffic across five household tickers, 10:00 to 11:00 a.m. ET on June 16, 2026","post_title":"SIP Feeds vs Direct Exchange Feeds","post_url":"/blog/sip-vs-direct-exchange-feeds#q-venue_quote_rates","columns":["ticker","quote_update_count","quote_updates_readable","updates_per_second","bid_venues"],"rows":[{"ticker":"SPY","quote_update_count":1031411,"quote_updates_readable":"1.03 million","updates_per_second":286.5,"bid_venues":16},{"ticker":"NVDA","quote_update_count":658342,"quote_updates_readable":"658.34 thousand","updates_per_second":182.9,"bid_venues":16},{"ticker":"AAPL","quote_update_count":213956,"quote_updates_readable":"213.96 thousand","updates_per_second":59.4,"bid_venues":15},{"ticker":"KO","quote_update_count":122775,"quote_updates_readable":"122.78 thousand","updates_per_second":34.1,"bid_venues":15},{"ticker":"MSFT","quote_update_count":82098,"quote_updates_readable":"82.10 thousand","updates_per_second":22.8,"bid_venues":16}],"shape":"table","sql":"SELECT\n    ticker,\n    count()                         AS quote_update_count,\n    formatReadableQuantity(count()) AS quote_updates_readable,\n    round(count() / 3600, 1)        AS updates_per_second,\n    uniqExact(bid_exchange)         AS bid_venues\nFROM global_markets.cache_stocks_quotes\nWHERE ticker IN ('AAPL', 'KO', 'MSFT', 'NVDA', 'SPY')\n  AND sip_timestamp >= '2026-06-16 14:00:00'\n  AND sip_timestamp <  '2026-06-16 15:00:00'\nGROUP BY ticker\nORDER BY quote_update_count DESC","computed_at":"2026-08-09T14:56:20.452726+00:00","elapsed":0.002524619}