What are the top 10 cloud computing tools?
Asked "What are the top 10 cloud computing tools?", ChatGPT, Copilot, Gemini, Google AI Mode and Perplexity named 41 distinct tools across 15 answers on September 7, 2026, and 22 of them in two or more answers, and all 5 engines agreed on Amazon Web Services (AWS), the only tool every engine named.
Measured acrossChatGPTCopilotGeminiGoogle AI ModePerplexity
22 of 41 names confirmed · named in 2 or more of 15 answers · asked September 7, 2026 · 5 engines
- 1Amazon Web Services (AWS)named in 15 of 15 answers
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- 2Microsoft Azurenamed in 15 of 15 answers
- 3Google Cloud Platform (GCP)named in 14 of 15 answers
- 4IBM Cloudnamed in 12 of 15 answers
- 5Oracle Cloud Infrastructure (OCI)named in 11 of 15 answers
- 6DigitalOceannamed in 11 of 15 answers
- 7Alibaba Cloudnamed in 8 of 15 answers
- 8Kubernetesnamed in 8 of 15 answers
- 9Dockernamed in 7 of 15 answers
- 10Cloudflarenamed in 5 of 15 answers
- 11Ansiblenamed in 5 of 15 answers
- 12Terraformnamed in 5 of 15 answers
- 13Linodenamed in 5 of 15 answers
- 14Snowflakenamed in 3 of 15 answers
- 15CoreWeavenamed in 3 of 15 answers
- 16HashiCorp Terraformnamed in 3 of 15 answers
- 17Tencent Cloudnamed in 3 of 15 answers
- 18VMware Cloudnamed in 3 of 15 answers
- 19Red Hat OpenShiftnamed in 3 of 15 answers
- 20Huawei Cloudnamed in 2 of 15 answers
- 21Salesforce Hyperforcenamed in 2 of 15 answers
- 22Cloudabilitynamed in 2 of 15 answers
- 23Google Cloudnamed in 1 of 15 answersone answer
- 24BigQuerynamed in 1 of 15 answersone answer
- 25Oracle Cloudnamed in 1 of 15 answersone answer
LOCKED
The full measurement
- The position each of the 5 engines gave all 41 names.
- How many of the 15 answers named each of them.
- 162 sampled observations behind this ranking, and where the engines disagree.
- Fan-out — the query each engine actually searched.
- Every citation, and the sources nobody cited.