Confluent vs Google Cloud Dataflow:Which is more popular?
In September 2026, Google Cloud Dataflow had more branded searches than Confluent among streaming analytics platforms worldwide. Google Cloud Dataflow had about 1,900 branded searches, while Confluent had 230. Google Cloud Dataflow made up 5.4% of all streaming analytics platform searches we track, and Confluent accounted for 0.65%. When we asked ChatGPT and Google AI Overviews about streaming analytics platforms, Confluent appeared in all five answers and Google Cloud Dataflow in two. Confluent was mentioned before Google Cloud Dataflow in every answer.
Who do people search for more?
Google Cloud Dataflow, about 8 searches for every 1 for Confluent
Who does AI mention more?
Confluent, mentioned in every answer we collected
Who does AI recommend more?
Confluent, named ahead of Google Cloud Dataflow in every answer
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Top streaming analytics platforms in ChatGPT and Google AI Overviews
In three ChatGPT questions and two Google AI Overviews, Confluent appeared in all five answers. Google Cloud Dataflow was mentioned in two out of five: in one of the three ChatGPT answers and in one of the two Google AI Overviews. Confluent was listed before Google Cloud Dataflow in every answer.
Most recommended by AI
Brands get a higher ranking if they are mentioned earlier in the answers.
Mentioned by AI
Each dot is one answer, filled in when that answer mentions the brand.
Apache Flink5 of 5Named in 3 of 3 ChatGPT answersNamed in 2 of 2 Google answers
Confluent5 of 5Named in 3 of 3 ChatGPT answersNamed in 2 of 2 Google answers
Amazon Kinesis4 of 5Named in 2 of 3 ChatGPT answersNamed in 2 of 2 Google answers- Azure Stream Analytics3 of 5Named in 2 of 3 ChatGPT answersNamed in 1 of 2 Google answers
- Google Cloud Dataflow2 of 5Named in 1 of 3 ChatGPT answersNamed in 1 of 2 Google answers
Redpanda2 of 5Named in 1 of 3 ChatGPT answersNamed in 1 of 2 Google answers
RisingWave1 of 5Named in 1 of 3 ChatGPT answersNamed in 0 of 2 Google answers
Materialize1 of 5Named in 1 of 3 ChatGPT answersNamed in 0 of 2 Google answers
See every answer about streaming analytics platforms
5 answers
Asked ChatGPT
“Which streaming analytics platform should I use?”
Asked ChatGPT
“What are the best streaming analytics platforms?”
Asked ChatGPT
“What's the best streaming analytics platform for real-time data?”
Searched Google, AI Overview
“streaming analytics platforms”
Searched Google, AI Overview
“real-time analytics platform”
Brands are shown in the order each answer named them. The survey took place in the United States on October 21, 2026.
Is Confluent or Google Cloud Dataflow more popular in search?
This chart shows how often people search Google for Confluent and Google Cloud Dataflow by name. Each line represents a brand's share of searches for all eight streaming analytics platforms we track, month by month, from English-language searches worldwide.
Share of searches by month for Google Cloud Dataflow, Confluent. The figures are in the table below the chart.
View monthly share of searches table
| Month | Apache Flink | Amazon Kinesis | RisingWave | Google Cloud Dataflow | Redpanda | Azure Stream Analytics | Confluent | Materialize |
|---|---|---|---|---|---|---|---|---|
| Oct 2025 | 50.5% | 30.7% | 8.2% | 3.5% | 1.9% | 4.5% | 0.61% | 0.07% |
| Nov 2025 | 48.6% | 29.6% | 9.6% | 5.3% | 2.2% | 4.2% | 0.46% | 0.07% |
| Dec 2025 | 48.7% | 29.6% | 9.7% | 4.3% | 2.4% | 4.3% | 1% | 0.05% |
| Jan 2026 | 49.5% | 30.1% | 9.8% | 4.2% | 2.2% | 3.6% | 0.58% | 0.07% |
| Feb 2026 | 52.5% | 26% | 8.5% | 6.9% | 2.4% | 3.1% | 0.54% | 0.07% |
| Mar 2026 | 48.5% | 29.5% | 9.6% | 5.2% | 2.8% | 3.5% | 0.66% | 0.07% |
| Apr 2026 | 48.3% | 29.4% | 11.8% | 4.3% | 2.7% | 2.7% | 0.83% | 0.08% |
| May 2026 | 47.4% | 26.7% | 11.5% | 7.6% | 2.6% | 3.4% | 0.6% | 0.05% |
| Jun 2026 | 47% | 26.5% | 11.4% | 9.4% | 2.6% | 2.6% | 0.44% | 0.05% |
| Jul 2026 | 42.2% | 30.8% | 12.6% | 8.3% | 2.9% | 2.9% | 0.4% | 0.03% |
| Aug 2026 | 42.9% | 26.1% | 15.7% | 8.4% | 3.8% | 2.6% | 0.46% | 0.06% |
| Sep 2026 | 51.2% | 25.4% | 12.4% | 5.4% | 2.8% | 2% | 0.65% | 0.06% |
How has the Confluent and Google Cloud Dataflow comparison changed over the last 12 months?
3 findings
- Google Cloud Dataflow was ahead of Confluent in every measured month of the 12 months ending September 2026.
- Across the 12 months ending September 2026, Confluent’s share of searches among streaming analytics platforms worldwide moved from 0.61% to 0.65%, and its estimated monthly branded searches moved from 330 to 230.
- Across the 12 months ending September 2026, Google Cloud Dataflow’s share of searches among streaming analytics platforms worldwide moved from 3.5% to 5.4%, and its estimated monthly branded searches held steady at 1.9K.
How did search popularity change for streaming analytics platforms worldwide in September 2026?
2 changes
In September 2026, Google Cloud Dataflow lost share of searches among streaming analytics platforms worldwide, from 8.4% to 5.4%.

Estimated monthly branded searches for Confluent worldwide fell 30.3% over 12 measured months, from 330 to 230 in September 2026.
How are branded searches counted?
5 search terms
Brandwave collects information about searches that people make online using Confluent’s and Google Cloud Dataflow’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.
Confluent
4 branded search terms
- confluent data
- confluent event
- confluent event streaming
- confluent streaming
Google Cloud Dataflow
1 branded search term
- google cloud dataflow
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