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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.
19 questions · 49 answers
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
+0.62
Query Performance
—
+0.60
—
—
—
Total Cost Of Ownership
+0.61
+0.66
+0.60
—
+0.01
Ease Of Administration
+0.65
+0.69
+0.65
+0.60
+0.57
Security Controls
+0.63
+0.68
+0.79
+0.65
+0.68
Data Governance
+0.63
+0.68
+0.83
+0.75
+0.64
Data Sharing And Monetization
+0.71
+0.76
+0.88
+0.83
+0.78
Cross-Cloud Flexibility
+0.85
+0.85
+0.91
+0.88
+0.85
Open Interoperability
+0.85
+0.77
+0.90
+0.74
+0.79
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
Total Cost Of Ownership
+0.29
Ease Of Administration
+0.70
Data Governance
+0.54
Cross-Cloud Flexibility
+0.39
Open Interoperability
+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
Query Performance
—
—
+0.50
Total Cost Of Ownership
+0.45
-0.50
-0.29
AI And ML Support
+0.54
—
+0.50
Ease Of Administration
+0.58
+0.79
+0.70
Security Controls
+0.51
+0.58
—
Data Governance
+0.55
+0.65
+0.23
Data Sharing And Monetization
—
—
+0.57
Cross-Cloud Flexibility
—
-0.40
+0.10
Open Interoperability
-0.51
-0.30
-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
+0.25
Total Cost Of Ownership
+0.51
AI And ML Support
+0.05
Ease Of Administration
+0.53
Security Controls
+0.50
Data Governance
+0.53
Cross-Cloud Flexibility
-0.30
Open Interoperability
-0.08
Avatar
Data Platform/Engineering Leader (influencer) asked:
What are Snowflake's strengths and gaps for data sharing, governance, and open interoperability versus Starburst?
Topic
Overall
+0.52
+0.49
+0.27
+0.17
Scalability
—
+0.44
—
—
Ease Of Administration
+0.78
+0.26
—
—
Security Controls
+0.80
+0.50
—
+0.68
Data Governance
+0.78
+0.68
+0.75
+0.71
Data Sharing And Monetization
+0.84
+0.80
+0.80
+0.75
Cross-Cloud Flexibility
—
+0.12
+0.22
-0.57
Open Interoperability
-0.61
+0.61
-0.70
-0.71
Avatar
Data Platform/Engineering Leader (influencer) asked:
How does Snowflake compare with Databricks for elastic query performance and streaming workloads?
Topic
Overall
+0.31
+0.58
Query Performance
+0.62
+0.75
Scalability
+0.55
+0.50
Total Cost Of Ownership
+0.50
+0.43
AI And ML Support
-0.22
—
Ease Of Administration
+0.73
+0.65
Cross-Cloud Flexibility
0.00
—
Open Interoperability
0.00
—
Avatar
Data Science/AI Leader asked:
What trade-offs matter most between Snowflake and Google Cloud for cross-cloud flexibility and total cost of ownership?
Topic
Overall
+0.23
+0.36
Total Cost Of Ownership
-0.30
-0.15
AI And ML Support
-0.15
+0.54
Ease Of Administration
+0.30
—
Cross-Cloud Flexibility
+0.81
+0.70
Open Interoperability
+0.50
—
Avatar
Data Science/AI Leader asked:
When deciding on Snowflake, how do I weigh open interoperability, data productization, and production ML reliability?
Topic
Overall
+0.39
+0.49
+0.49
+0.18
Query Performance
—
+0.18
0.00
0.00
Scalability
—
+0.55
+0.40
0.00
Total Cost Of Ownership
+0.50
-0.29
+0.40
+0.60
AI And ML Support
+0.48
+0.86
+0.59
+0.60
Ease Of Administration
+0.40
+0.60
+0.60
—
Security Controls
+0.40
+0.66
+0.62
+0.20
Data Governance
+0.64
—
+0.79
+0.52
Data Sharing And Monetization
+0.67
+0.73
+0.76
—
Cross-Cloud Flexibility
—
—
+0.53
-0.15
Open Interoperability
-0.36
+0.61
+0.22
-0.35
Avatar
Data Science/AI Leader asked:
How does Snowflake compare with Databricks for unified AI/ML pipelines and vector search on shared data?
Topic
Overall
+0.67
AI And ML Support
+0.71
Ease Of Administration
+0.86
Security Controls
+0.80
Data Governance
+0.66
Data Sharing And Monetization
+0.55
Cross-Cloud Flexibility
+0.50
Open Interoperability
+0.62
Avatar
Security, Risk, and Compliance Lead asked:
How does Snowflake compare with Databricks on governed data engineering and security controls?
Topic
Overall
+0.49
AI And ML Support
+0.13
Ease Of Administration
+0.68
Security Controls
+0.80
Data Governance
+0.80
Cross-Cloud Flexibility
+0.04
Avatar
Enterprise Architect (influencer) asked:
How does Snowflake compare with Databricks on open formats and interoperability for enterprise architecture?
Topic
Overall
+0.32
+0.63
+0.63
-0.35
+0.50
AI And ML Support
0.00
—
—
—
—
Data Governance
—
—
+0.60
—
—
Cross-Cloud Flexibility
+0.40
+0.60
+0.60
—
+0.40
Open Interoperability
+0.56
+0.65
+0.70
-0.35
+0.60
Avatar
Enterprise Architect (influencer) asked:
How does Snowflake stack up against AWS for cross-cloud flexibility and managed data workloads?
Topic
Overall
+0.53
+0.84
+0.80
Scalability
+0.60
—
—
Total Cost Of Ownership
-0.48
—
—
Ease Of Administration
+0.76
—
—
Data Governance
+0.50
—
—
Data Sharing And Monetization
+0.60
—
—
Cross-Cloud Flexibility
+0.91
+0.90
+0.89
Open Interoperability
+0.83
+0.79
+0.71
Avatar
Enterprise Architect (influencer) asked:
What makes Snowflake a better fit than Microsoft for secure governance and partner ecosystem integration?
Topic
Overall
+0.87
+0.76
+0.64
Security Controls
+0.81
+0.69
+0.58
Data Governance
+0.86
+0.68
+0.60
Data Sharing And Monetization
—
+0.80
—
Cross-Cloud Flexibility
+0.90
+0.79
+0.66
Open Interoperability
+0.91
+0.84
+0.74
Avatar
Enterprise Architect (influencer) asked:
How does Snowflake compare with Google Cloud and AWS when deciding on TCO, scalability, and ecosystem fit?
Topic
Overall
+0.39
+0.48
+0.68
+0.46
Scalability
+0.18
+0.50
+0.50
+0.55
Total Cost Of Ownership
-0.29
0.00
+0.47
+0.05
Data Sharing And Monetization
—
+0.50
—
—
Cross-Cloud Flexibility
+0.84
+0.75
+0.86
+0.60
Open Interoperability
+0.83
+0.64
+0.88
+0.63
Avatar
Enterprise Architect (influencer) asked:
Should we choose Snowflake over Databricks for our data platform if openness and AI readiness both matter?
Topic
Overall
—
-0.23
-0.28
AI And ML Support
—
-0.57
-0.06
Data Governance
—
0.00
—
Data Sharing And Monetization
—
+0.33
—
Cross-Cloud Flexibility
—
—
-0.35
Open Interoperability
—
-0.66
-0.44
Avatar
Enterprise Architect (influencer) asked:
What trade-offs would push us to pick Snowflake instead of Starburst for data sharing and federation?
Topic
Overall
+0.25
+0.29
+0.21
Query Performance
—
0.00
—
Total Cost Of Ownership
—
+0.50
—
Ease Of Administration
+0.60
+0.71
—
Security Controls
+0.50
+0.61
+0.50
Data Governance
—
+0.75
—
Data Sharing And Monetization
+0.83
+0.90
+0.61
Cross-Cloud Flexibility
-0.40
-0.60
—
Open Interoperability
-0.28
-0.52
-0.48
Avatar
Finance/Procurement asked:
What makes Snowflake better than Microsoft and Google Cloud for governed cross-cloud analytics and data sharing?
Topic
Overall
+0.85
+0.86
Total Cost Of Ownership
+0.84
—
Ease Of Administration
+0.70
—
Data Governance
+0.89
+0.79
Data Sharing And Monetization
+0.85
+0.92
Cross-Cloud Flexibility
+0.95
+0.99
Open Interoperability
—
+0.73
Avatar
Finance/Procurement asked:
What trade-offs should finance and procurement weigh when choosing Snowflake over Databricks for long-term ROI?
Topic
Overall
+0.35
Total Cost Of Ownership
+0.75
AI And ML Support
-0.49
Ease Of Administration
+0.83
Security Controls
+0.57
Data Governance
+0.59
Data Sharing And Monetization
+0.62
Open Interoperability
-0.45
Avatar
Finance/Procurement asked:
How does Snowflake compare with AWS on predictable pricing and total cost of ownership for enterprise data workloads?
Topic
Overall
+0.54
Total Cost Of Ownership
+0.54