Amazon Redshift vs BigQuery:Which is more popular?
In September 2026, BigQuery had more branded searches than Amazon Redshift among OLAP database platforms worldwide. BigQuery had about 135,000 branded searches, while Amazon Redshift had 35,200. BigQuery made up 31% of all OLAP database platform searches we track, and Amazon Redshift accounted for 8.1%. When we asked ChatGPT and Google AI Overviews about OLAP database platforms, BigQuery appeared in all five answers and Amazon Redshift in four. BigQuery was mentioned before Amazon Redshift in four out of five answers.
Who do people search for more?
BigQuery, about 4 searches for every 1 for Amazon Redshift
Who does AI mention more?
BigQuery, mentioned in every answer we collected
Who does AI recommend more?
BigQuery, named ahead of Amazon Redshift in 4 of 5 answers
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Top OLAP database platforms in ChatGPT and Google AI Overviews
In three ChatGPT questions and two Google AI Overviews, BigQuery appeared in all five answers. Amazon Redshift was mentioned in four out of five: in two of the three ChatGPT answers and in both Google AI Overviews. BigQuery was listed before Amazon Redshift in four out of five answers.
Most recommended by AI
Brands get a higher ranking if they are mentioned earlier in the answers.
ClickHouse1st
Snowflake2nd
BigQuery3rd
DuckDB4th
Amazon Redshift5th
Apache Pinot6th
StarRocks7th
Apache Doris8th
Apache Druid9th- Vertica–
Mentioned by AI
Each dot is one answer, filled in when that answer mentions the brand.
BigQuery5 of 5Named in 3 of 3 ChatGPT answersNamed in 2 of 2 Google answers
ClickHouse5 of 5Named in 3 of 3 ChatGPT answersNamed in 2 of 2 Google answers
Snowflake5 of 5Named in 3 of 3 ChatGPT answersNamed in 2 of 2 Google answers
DuckDB4 of 5Named in 3 of 3 ChatGPT answersNamed in 1 of 2 Google answers
Amazon Redshift4 of 5Named in 2 of 3 ChatGPT answersNamed in 2 of 2 Google answers
Apache Doris2 of 5Named in 2 of 3 ChatGPT answersNamed in 0 of 2 Google answers
Apache Druid2 of 5Named in 2 of 3 ChatGPT answersNamed in 0 of 2 Google answers
Apache Pinot2 of 5Named in 2 of 3 ChatGPT answersNamed in 0 of 2 Google answers
StarRocks1 of 5Named in 1 of 3 ChatGPT answersNamed in 0 of 2 Google answers- Vertica0 of 5Named in 0 of 3 ChatGPT answersNamed in 0 of 2 Google answers
See every answer about OLAP database platforms
5 answers
Asked ChatGPT
“Which OLAP database should I use?”
Asked ChatGPT
“What are the best OLAP databases?”
Asked ChatGPT
“What's the best OLAP database for analytical queries?”
Searched Google, AI Overview
“analytics database”
Searched Google, AI Overview
“columnar database”
Not named in any answer:
Brands are shown in the order each answer named them. The survey took place in the United States on October 21, 2026.
Is Amazon Redshift or BigQuery more popular in search?
This chart shows how often people search Google for Amazon Redshift and BigQuery by name. Each line represents a brand's share of searches for all ten OLAP database platforms we track, month by month, from English-language searches worldwide.
Share of searches by month for BigQuery, Amazon Redshift. The figures are in the table below the chart.
View monthly share of searches table
| Month | BigQuery | ClickHouse | DuckDB | Amazon Redshift | Vertica | Snowflake | StarRocks | Apache Doris | Apache Druid | Apache Pinot |
|---|---|---|---|---|---|---|---|---|---|---|
| Oct 2025 | 31.2% | 25.4% | 17.1% | 12.8% | 4.2% | 3.4% | 2.3% | 1.2% | 1.2% | 1% |
| Nov 2025 | 32.3% | 26.3% | 17.7% | 10.8% | 4.3% | 2.9% | 2.4% | 1.1% | 1.1% | 1.1% |
| Dec 2025 | 30.2% | 24.9% | 20.3% | 10.2% | 5% | 3.3% | 2.7% | 1.2% | 1.2% | 0.99% |
| Jan 2026 | 30.5% | 30.5% | 16.7% | 9.7% | 4.1% | 3.3% | 2.2% | 1% | 1% | 0.81% |
| Feb 2026 | 32.7% | 26.7% | 17.9% | 10.4% | 4.4% | 2.9% | 2% | 1.1% | 1.1% | 0.87% |
| Mar 2026 | 31.2% | 25.4% | 20.9% | 10.5% | 4.2% | 2.8% | 2.3% | 1% | 0.83% | 0.83% |
| Apr 2026 | 31.4% | 25.6% | 21.1% | 10% | 4.2% | 2.8% | 2.3% | 1% | 0.84% | 0.68% |
| May 2026 | 32.2% | 26.2% | 21.6% | 8.8% | 4.3% | 2.4% | 1.9% | 1% | 0.86% | 0.69% |
| Jun 2026 | 32.2% | 26.3% | 21.6% | 8.4% | 4.3% | 2.4% | 2.4% | 1.1% | 0.69% | 0.69% |
| Jul 2026 | 32.6% | 26.6% | 21.9% | 8.5% | 3.6% | 2.4% | 2% | 1.1% | 0.7% | 0.7% |
| Aug 2026 | 25.5% | 31.2% | 25.5% | 8.1% | 3.4% | 2.3% | 1.9% | 1% | 0.56% | 0.56% |
| Sep 2026 | 31% | 25.3% | 25.3% | 8.1% | 4.2% | 2.3% | 1.9% | 1% | 0.55% | 0.55% |
How has the Amazon Redshift and BigQuery comparison changed over the last 12 months?
3 findings
- BigQuery was ahead of Amazon Redshift in every measured month of the 12 months ending September 2026.
- Across the 12 months ending September 2026, Amazon Redshift’s share of searches among OLAP database platforms worldwide moved from 12.8% to 8.1%, and its estimated monthly branded searches moved from 55.3K to 35.2K.
- Across the 12 months ending September 2026, BigQuery’s share of searches among OLAP database platforms worldwide moved from 31.2% to 31%, and its estimated monthly branded searches held steady at 135K.
How did search popularity change for OLAP database platforms worldwide in September 2026?
2 changes

In September 2026, BigQuery overtook ClickHouse to become the leader among OLAP database platforms worldwide, with 31% of the searches.

Estimated monthly branded searches for Amazon Redshift worldwide fell 36.3% over 12 measured months, from 55.3K to 35.2K in September 2026.
How are branded searches counted?
4 search terms
Brandwave collects information about searches that people make online using Amazon Redshift’s and BigQuery’s names. When viewed over time, estimated search volumes for these branded terms can be used to understand whether interest in the brands is growing, holding steady, or fading.
Amazon Redshift
3 branded search terms
- amazon redshift
- aws redshift
- redshift aws
BigQuery
1 branded search term
- bigquery
Other head-to-heads among OLAP database platforms

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