The Ledger

Every statement that passed quotation and attribution checks. Mix any filter with any other: certainty 1/5, debate potential 5/5, or both at once.

clear all ✕

why aren't all 10 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 0 checkable ones are still open, waiting for their date. predictions held up or didn't; assertions are supported or contradicted. on every card: ▮▮▮▮▮ certainty · ▮▮▮▮▮ debate potential. speakers are clickable

Assertion Supported
MotherDuck executes queries in milliseconds compared to BigQuery's 400-millisecond overhead
“You know, we can do queries in sort of single digit milliseconds. And you know, in BigQuery, we were very, very happy when we got kind of the overhead down to like, 400 milliseconds.”
Jordan Tigani Oct 24, 2024 ▶ 10:03 The Death of Big Data and Why It’s Time To Think Small | Jordan Tigani, CEO, MotherDuck
Assertion Not checkable as stated
ClickHouse sees demand to migrate workloads off Snowflake, BigQuery, and Redshift
“In the cloud data warehouse market, to answer your question specifically around Snowflake, we do see demand for customers to migrate off of technologies like BigQuery and Redshift, and Snowflake either for Cost or performance or both.”
Aaron Katz Jun 13, 2024 ▶ 25:48 How ClickHouse powers Netflix, Uber and Spotify’s Analytics | Aaron Katz, CEO of ClickHouse
Assertion Contradicted
Elsamadisi: Redshift, Snowflake, and BigQuery perform identically on long tables
“The speed improvement on Redshift and versus Snowflake versus BigQuery becomes interchangeable. Because what they handle is for those edge cases, we have like a bunch of, like Snowflake is really good at a bunch of small tables everywhere trying to load a memo…”
Ahmed Elsamadisi Nov 13, 2019 ▶ 18:26 How to Answer Data Questions Without Being Miserable // Ahmed Elsamadisi, Narrator (Data Driven NYC)
Assertion Not checkable as stated
Van de Maele: Cloud hyperscalers fail to connect metadata to business context
“The hyperscalers, they're great at kind of managing within their ecosystem, right? If you're purely technical metadata within BigQuery or Snowflake or Databricks and so on. But then how do you tie it to the business? That's not something that they do.”
Felix Van de Maele Mar 17, 2022 ▶ 14:16 Fireside Chat: Felix Van de Maele (Co-Founder & CEO, Collibra) with Matt Turck (Partner, FirstMark)
Opinion
Rogojan: Snowflake is difficult to beat for lean, resource-constrained data teams
“Snowflake makes it really easy, and I'd say BigQuery does too, but Snowflake makes it really easy. Like, if you do not have a ton of people to manage things, I think it's hard to go against it.”
Ben Rogojan (Seattle Data Guy) Jan 23, 2025 ▶ 49:01 Understanding Data Engineering in 2025 | Ben Rogojan, Seattle Data Guy
Assertion Not checkable as stated
Cloud data warehouses enabled modern multi-tool data architectures
“Architectures like this really have only become possible with the rise of folks like Snowflake, Databricks, Redshift, BigQuery, and this idea that as a data practitioner, I can have infinite compute at the kind of tips of my fingers without having to go outsid…”
Viraj Parekh Oct 10, 2022 ▶ 2:20 Modern Data Orchestration | Astronomer Co-Founders Pete DeJoy & Viraj Parekh
Assertion Not checkable as stated
80% of cloud database query workloads are under 100 megabytes
“80% of the, those workloads are less than a hundred megs in size.”
Tomasz Tunguz May 16, 2024 ▶ 39:30 AI, Data and Blockchain: a VC perspective | Tomasz Tunguz, Founder of Theory Ventures
Assertion Partly supported
Moses cites 2022 revenues for BigQuery, Snowflake, and Databricks
“So you're seeing companies like BigQuery with 1.5 billion dollars in revenue, Snowflake with a billion dollars in revenue Databricks with eight hundred million in accelerating.”
Barr Moses Apr 12, 2022 ▶ 4:42 Unlocking Data Observability with Monte Carlo's Barr Moses
Assertion Supported
An Abacus.AI co-founder is the original creator of Google BigQuery
“One of our co-founders is the founder of BigQuery.”
Bindu Reddy Apr 5, 2021 ▶ 12:18 Fireside Chat: Bindu Reddy (Founder & CEO, Abacus.AI) with Matt Turck (Partner, FirstMark)
Assertion Supported
Snowflake and Google BigQuery support exporting query results to Apache Arrow
“Snowflake exports supports exporting query results to arrow format. So it is big query.”
Wes McKinney Feb 1, 2021 ▶ 15:54 Fireside Chat: Wes McKinney (Founder & CEO, Ursa Computing) with Matt Turck (Partner, FirstMark)
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