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  1. Snowflake
    Snowflake • Data Warehouses and Lakehouses
  2. Visibility Audit
  3. Sentiment conversations

Conversations

Review the questions and AI answers behind this Sentiment Audit for Snowflake.
6 questions · 32 answers
Avatar
Chief Data Officer / Head of Data & Analytics asked:
How does Snowflake compare with Databricks on query performance for large enterprise analytics?
Topic
Overall
+0.51
+0.43
+0.56
Query Performance
+0.69
+0.79
+0.80
Scalability
+0.62
+0.41
+0.68
Total Cost Of Ownership
+0.44
+0.38
+0.40
AI And ML Support
-0.08
—
—
Ease Of Administration
+0.80
+0.81
+0.63
Security Controls
+0.50
—
—
Data Governance
+0.60
+0.44
+0.30
Cross-Cloud Flexibility
—
-0.10
—
Open Interoperability
—
+0.25
—
Avatar
Chief Data Officer / Head of Data & Analytics asked:
How does Snowflake compare with AWS and Google Cloud on multi-cloud scalability and operational simplicity?
Topic
Overall
+0.60
+0.59
+0.73
+0.73
+0.62
Scalability
+0.83
+0.80
+0.80
+0.60
+0.79
Total Cost Of Ownership
-0.37
-0.28
—
—
+0.45
Ease Of Administration
+0.89
+0.90
+0.90
+0.79
+0.79
Security Controls
+0.63
+0.54
—
—
+0.30
Data Governance
+0.66
+0.68
+0.63
+0.67
+0.43
Data Sharing And Monetization
—
—
+0.73
—
+0.69
Cross-Cloud Flexibility
+0.95
+0.93
+0.91
+0.88
+0.91
Open Interoperability
—
—
+0.40
—
—
Avatar
Chief Data Officer / Head of Data & Analytics asked:
What makes Snowflake a stronger choice than Microsoft for governed data sharing and security controls?
Topic
Overall
+0.76
+0.86
+0.85
+0.81
+0.82
+0.88
Total Cost Of Ownership
+0.37
—
—
—
—
—
Ease Of Administration
+0.73
+0.78
—
+0.68
+0.75
—
Security Controls
+0.90
+0.88
+0.86
+0.88
+0.79
+0.85
Data Governance
+0.89
+0.84
+0.89
+0.89
+0.86
+0.88
Data Sharing And Monetization
+0.94
+0.93
+0.97
+0.92
+0.90
+0.92
Cross-Cloud Flexibility
+0.76
+0.86
+0.94
+0.71
—
—
Open Interoperability
—
—
+0.60
—
—
—
Avatar
Chief Data Officer / Head of Data & Analytics asked:
Should a Chief Data Officer choose Snowflake over Databricks for AI readiness, governance, and TCO?
Topic
Overall
+0.05
+0.48
+0.52
+0.43
+0.25
+0.20
Total Cost Of Ownership
-0.25
+0.71
+0.51
+0.61
+0.51
+0.43
AI And ML Support
-0.50
+0.12
+0.40
+0.55
+0.05
-0.31
Ease Of Administration
+0.53
+0.81
—
+0.70
+0.53
+0.51
Security Controls
—
+0.64
—
+0.59
+0.50
+0.51
Data Governance
+0.54
+0.74
+0.65
+0.71
+0.53
+0.50
Data Sharing And Monetization
0.00
—
—
—
—
—
Cross-Cloud Flexibility
—
—
—
-0.15
-0.30
—
Open Interoperability
0.00
-0.12
—
0.00
-0.08
-0.42
Avatar
Chief Data Officer / Head of Data & Analytics asked:
What trade-offs should a Chief Data Officer weigh between Snowflake and AWS before deciding on a data platform?
Topic
Overall
+0.48
+0.09
+0.52
+0.23
+0.40
+0.03
Query Performance
—
—
—
-0.17
0.00
—
Scalability
—
—
+0.53
+0.50
+0.65
—
Total Cost Of Ownership
+0.29
-0.50
+0.28
-0.12
+0.29
-0.50
AI And ML Support
—
+0.50
0.00
+0.50
+0.39
+0.50
Ease Of Administration
+0.70
+0.61
+0.73
+0.70
+0.66
+0.54
Security Controls
—
+0.50
+0.38
+0.40
+0.54
+0.34
Data Governance
+0.54
+0.51
+0.56
+0.54
+0.55
+0.33
Data Sharing And Monetization
—
—
+0.76
+0.57
0.00
—
Cross-Cloud Flexibility
+0.39
-0.50
+0.85
-0.12
+0.61
-0.50
Open Interoperability
+0.50
-0.50
+0.60
-0.47
+0.31
-0.50
Avatar
Chief Data Officer / Head of Data & Analytics asked:
When selecting Snowflake, what risks or benefits matter most versus Starburst for open interoperability and vendor lock-in?
Topic
Overall
+0.35
+0.14
+0.21
+0.04
+0.17
+0.06
Query Performance
—
—
+0.50
—
—
—
Total Cost Of Ownership
+0.45
-0.50
-0.29
-0.39
—
-0.50
AI And ML Support
+0.54
—
+0.50
—
—
+0.50
Ease Of Administration
+0.58
+0.79
+0.70
+0.76
+0.74
+0.52
Security Controls
+0.51
+0.58
—
+0.57
+0.60
+0.50
Data Governance
+0.55
+0.65
+0.23
+0.51
+0.56
+0.50
Data Sharing And Monetization
—
—
+0.57
—
—
—
Cross-Cloud Flexibility
—
-0.40
+0.10
-0.51
-0.56
-0.52
Open Interoperability
-0.51
-0.30
-0.60
-0.69
-0.49
-0.54