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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 · 33 answers
Avatar
Head of IT/Tech asked:
How does Snowflake compare with Databricks for enterprise-scale analytics and AI workloads?
Topic
Overall
+0.45
+0.49
+0.33
+0.32
+0.40
Query Performance
+0.37
+0.50
0.00
+0.50
—
Scalability
+0.64
+0.64
+0.61
+0.55
+0.60
Total Cost Of Ownership
+0.53
+0.59
+0.50
+0.50
+0.31
AI And ML Support
+0.18
-0.25
0.00
-0.44
-0.08
Ease Of Administration
+0.70
+0.86
+0.71
+0.75
+0.65
Security Controls
+0.65
+0.73
+0.64
+0.53
+0.44
Data Governance
+0.55
+0.68
+0.63
+0.54
+0.44
Data Sharing And Monetization
+0.69
+0.69
+0.64
+0.50
—
Cross-Cloud Flexibility
0.00
0.00
-0.25
—
+0.41
Open Interoperability
+0.25
—
-0.17
-0.50
—
Avatar
Head of IT/Tech asked:
What makes Snowflake better than AWS for managing a fully governed cloud data warehouse?
Topic
Overall
+0.76
+0.83
+0.72
+0.63
+0.63
+0.78
Query Performance
—
—
+0.40
0.00
+0.33
—
Scalability
—
+0.80
—
+0.65
+0.59
+0.84
Total Cost Of Ownership
+0.50
+0.75
+0.35
+0.48
+0.53
+0.61
Ease Of Administration
+0.78
+0.92
+0.90
+0.89
+0.79
+0.90
Security Controls
+0.80
+0.84
+0.89
+0.78
+0.71
+0.74
Data Governance
+0.91
+0.87
+0.99
+0.89
+0.73
+0.83
Data Sharing And Monetization
—
—
+0.93
+0.66
+0.71
+0.76
Cross-Cloud Flexibility
+0.84
+0.83
+0.93
+0.76
+0.63
+0.81
Open Interoperability
—
—
+0.35
+0.60
—
—
Avatar
Head of IT/Tech asked:
How does Snowflake handle cross-cloud data sharing and interoperability with open formats?
Topic
Overall
+0.70
+0.71
+0.79
+0.74
+0.66
+0.62
Query Performance
—
+0.60
—
—
—
—
Total Cost Of Ownership
+0.61
+0.66
+0.60
—
+0.54
+0.01
Ease Of Administration
+0.65
+0.69
+0.65
+0.60
+0.63
+0.57
Security Controls
+0.63
+0.68
+0.79
+0.65
+0.54
+0.68
Data Governance
+0.63
+0.68
+0.83
+0.75
+0.57
+0.64
Data Sharing And Monetization
+0.71
+0.76
+0.88
+0.83
+0.69
+0.78
Cross-Cloud Flexibility
+0.85
+0.85
+0.91
+0.88
+0.94
+0.85
Open Interoperability
+0.85
+0.77
+0.90
+0.74
+0.69
+0.79
Avatar
Head of IT/Tech asked:
Should we choose Snowflake over Microsoft for our enterprise data platform roadmap?
Topic
Overall
+0.37
+0.54
+0.40
+0.54
+0.37
-0.04
Query Performance
—
0.00
+0.50
—
—
—
Scalability
—
+0.75
+0.60
+0.63
—
+0.56
Total Cost Of Ownership
-0.25
+0.52
+0.31
+0.41
+0.19
-0.54
AI And ML Support
—
—
0.00
—
—
—
Ease Of Administration
+0.50
+0.89
+0.06
+0.64
0.00
+0.53
Security Controls
+0.31
—
+0.06
+0.20
—
-0.50
Data Governance
+0.29
0.00
+0.06
+0.25
+0.18
-0.50
Data Sharing And Monetization
+0.50
+0.65
+0.93
+0.71
+0.71
—
Cross-Cloud Flexibility
+0.75
+0.96
+0.94
+0.89
+0.64
+0.57
Open Interoperability
+0.50
+0.55
+0.50
+0.60
+0.53
-0.40
Avatar
Head of IT/Tech asked:
What trade-offs should we weigh between Snowflake and Google Cloud for security, TCO, and administration?
Topic
Overall
+0.45
+0.62
+0.53
+0.57
+0.48
Total Cost Of Ownership
+0.55
+0.41
+0.53
+0.56
+0.50
Ease Of Administration
+0.69
+0.77
+0.28
+0.76
-0.08
Security Controls
+0.54
+0.63
+0.56
+0.49
+0.62
Data Governance
-0.30
+0.55
+0.53
+0.49
+0.62
Data Sharing And Monetization
+0.60
—
+0.64
—
—
Cross-Cloud Flexibility
+0.65
+0.76
+0.64
+0.55
+0.71
Avatar
Head of IT/Tech asked:
For a head of IT, what factors would favor Snowflake over Starburst in the final selection?
Topic
Overall
+0.72
+0.35
+0.73
+0.63
+0.67
Query Performance
—
+0.10
—
—
—
Scalability
—
+0.48
+0.80
+0.73
+0.75
Total Cost Of Ownership
—
+0.59
+0.50
+0.54
+0.45
AI And ML Support
+0.45
—
—
+0.43
—
Ease Of Administration
+0.90
+0.90
+0.91
+0.90
+0.92
Security Controls
+0.79
+0.73
+0.69
+0.75
+0.64
Data Governance
+0.71
+0.68
+0.75
+0.74
+0.72
Data Sharing And Monetization
+0.68
—
—
+0.60
+0.57
Cross-Cloud Flexibility
+0.80
-0.45
—
+0.51
+0.65
Open Interoperability
—
-0.20
—
+0.45
—