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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 · 36 answers
Avatar
Finance/Procurement asked:
How does Snowflake compare with Databricks on query performance and operational overhead for finance teams?
Topic
Overall
+0.43
+0.55
+0.44
+0.45
+0.71
+0.67
Query Performance
+0.56
+0.68
+0.79
+0.66
+0.73
+0.68
Scalability
+0.56
—
0.00
—
—
+0.56
Total Cost Of Ownership
+0.66
+0.60
+0.60
+0.50
+0.61
+0.66
AI And ML Support
-0.37
0.00
-0.05
-0.15
—
—
Ease Of Administration
+0.73
+0.91
+0.89
+0.81
+0.81
+0.80
Data Governance
—
—
—
+0.44
—
—
Data Sharing And Monetization
—
—
—
+0.46
—
—
Avatar
Finance/Procurement asked:
How does Snowflake compare with AWS on predictable pricing and total cost of ownership for enterprise data workloads?
Topic
Overall
+0.60
+0.69
+0.60
+0.74
+0.54
+0.60
Total Cost Of Ownership
+0.68
+0.69
+0.53
+0.78
+0.54
+0.59
Ease Of Administration
+0.64
+0.70
+0.68
+0.75
—
+0.61
Data Governance
+0.48
—
—
+0.68
—
—
Avatar
Finance/Procurement asked:
What makes Snowflake better than Microsoft and Google Cloud for governed cross-cloud analytics and data sharing?
Topic
Overall
+0.78
+0.85
+0.86
+0.72
+0.67
+0.70
Scalability
—
—
—
—
+0.50
—
Total Cost Of Ownership
+0.69
+0.84
—
+0.59
+0.53
+0.57
Ease Of Administration
+0.53
+0.70
—
+0.58
+0.64
+0.52
Security Controls
+0.77
—
—
+0.66
+0.50
+0.69
Data Governance
+0.88
+0.89
+0.79
+0.79
+0.75
+0.71
Data Sharing And Monetization
+0.85
+0.85
+0.92
+0.83
+0.88
+0.83
Cross-Cloud Flexibility
+0.93
+0.95
+0.99
+0.86
+0.94
+0.96
Open Interoperability
—
—
+0.73
—
+0.60
+0.64
Avatar
Finance/Procurement asked:
What trade-offs should finance and procurement weigh when choosing Snowflake over Databricks for long-term ROI?
Topic
Overall
+0.25
+0.34
+0.35
+0.26
+0.30
+0.35
Query Performance
—
—
—
—
0.00
—
Scalability
—
—
—
—
+0.05
—
Total Cost Of Ownership
+0.60
+0.79
+0.75
+0.63
+0.69
+0.66
AI And ML Support
-0.27
-0.40
-0.49
-0.10
-0.14
-0.40
Ease Of Administration
+0.68
+0.88
+0.83
+0.71
+0.71
+0.54
Security Controls
—
+0.50
+0.57
—
—
—
Data Governance
+0.39
+0.59
+0.59
+0.45
+0.50
+0.49
Data Sharing And Monetization
-0.17
—
+0.62
—
—
+0.48
Cross-Cloud Flexibility
—
0.00
—
-0.15
—
—
Open Interoperability
—
0.00
-0.45
0.00
—
—
Avatar
Finance/Procurement asked:
Which factors make Snowflake the best fit versus AWS or Starburst for predictable spend and lower admin effort?
Topic
Overall
+0.76
+0.93
+0.80
+0.53
+0.84
+0.85
Query Performance
—
—
+0.55
—
—
—
Scalability
—
—
+0.82
—
—
—
Total Cost Of Ownership
+0.86
+0.93
+0.89
+0.81
+0.76
+0.80
Ease Of Administration
+0.92
+0.93
+0.96
+0.90
+0.91
+0.91
Security Controls
—
—
—
+0.55
—
—
Data Governance
+0.50
—
—
+0.57
—
—
Cross-Cloud Flexibility
—
—
—
-0.20
—
—
Avatar
Finance/Procurement asked:
How does Snowflake compare with Microsoft, Google Cloud, and Databricks on contract risk, scalability, and TCO?
Topic
Overall
+0.45
+0.43
+0.29
+0.60
+0.68
+0.12
Query Performance
—
—
—
—
—
-0.08
Scalability
+0.59
+0.40
+0.76
+0.75
+0.75
+0.73
Total Cost Of Ownership
+0.10
+0.55
+0.46
+0.38
+0.61
+0.63
AI And ML Support
—
—
-0.50
—
—
-0.07
Ease Of Administration
+0.65
+0.75
—
—
—
0.00
Security Controls
—
—
—
—
—
0.00
Data Governance
—
-0.10
—
+0.60
—
0.00
Data Sharing And Monetization
—
—
—
—
—
0.00
Cross-Cloud Flexibility
—
+0.52
+0.69
+0.66
—
0.00
Open Interoperability
—
—
+0.04
—
—
0.00