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

Conversations

Review the questions and AI answers behind this Sentiment Audit for Snowflake.
42 questions · 134 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
Query Performance
+0.37
+0.50
0.00
Scalability
+0.64
+0.64
+0.61
Total Cost Of Ownership
+0.53
+0.59
+0.50
AI And ML Support
+0.18
-0.25
0.00
Ease Of Administration
+0.70
+0.86
+0.71
Security Controls
+0.65
+0.73
+0.64
Data Governance
+0.55
+0.68
+0.63
Data Sharing And Monetization
+0.69
+0.69
+0.64
Cross-Cloud Flexibility
0.00
0.00
-0.25
Open Interoperability
+0.25
-0.17
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
Query Performance
0.00
+0.50
Scalability
+0.75
+0.60
+0.63
Total Cost Of Ownership
-0.25
+0.52
+0.31
+0.41
+0.19
AI And ML Support
0.00
Ease Of Administration
+0.50
+0.89
+0.06
+0.64
0.00
Security Controls
+0.31
+0.06
+0.20
Data Governance
+0.29
0.00
+0.06
+0.25
+0.18
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
Open Interoperability
+0.50
+0.55
+0.50
+0.60
+0.53
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
+0.09
Total Cost Of Ownership
+0.55
-0.51
Ease Of Administration
+0.69
+0.69
Security Controls
+0.54
+0.19
Data Governance
-0.30
Data Sharing And Monetization
+0.60
0.00
Cross-Cloud Flexibility
+0.65
Avatar
Head of IT/Tech asked:
What makes Snowflake better than AWS for managing a fully governed cloud data warehouse?
Topic
Overall
+0.72
+0.63
+0.63
+0.78
Query Performance
+0.40
0.00
+0.33
Scalability
+0.65
+0.59
+0.84
Total Cost Of Ownership
+0.35
+0.48
+0.53
+0.61
Ease Of Administration
+0.90
+0.89
+0.79
+0.90
Security Controls
+0.89
+0.78
+0.71
+0.74
Data Governance
+0.99
+0.89
+0.73
+0.83
Data Sharing And Monetization
+0.93
+0.66
+0.71
+0.76
Cross-Cloud Flexibility
+0.93
+0.76
+0.63
+0.81
Open Interoperability
+0.35
+0.60
Avatar
Head of IT/Tech asked:
For a head of IT, what factors would favor Snowflake over Starburst in the final selection?
Topic
Overall
+0.67
Scalability
+0.75
Total Cost Of Ownership
+0.45
Ease Of Administration
+0.92
Security Controls
+0.64
Data Governance
+0.72
Data Sharing And Monetization
+0.57
Cross-Cloud Flexibility
+0.65
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
+0.80
+0.73
+0.73
+0.62
Scalability
+0.83
+0.83
+0.80
+0.60
+0.79
Total Cost Of Ownership
-0.37
+0.45
Ease Of Administration
+0.89
+0.62
+0.90
+0.79
+0.79
Security Controls
+0.63
+0.30
Data Governance
+0.66
+0.63
+0.67
+0.43
Data Sharing And Monetization
+0.73
+0.69
Cross-Cloud Flexibility
+0.95
+0.94
+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
+0.52
Total Cost Of Ownership
+0.51
AI And ML Support
+0.40
Data Governance
+0.65
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
+0.52
+0.23
Query Performance
-0.17
Scalability
+0.53
+0.50
Total Cost Of Ownership
+0.28
-0.12
AI And ML Support
0.00
+0.50
Ease Of Administration
+0.73
+0.70
Security Controls
+0.38
+0.40
Data Governance
+0.56
+0.54
Data Sharing And Monetization
+0.76
+0.57
Cross-Cloud Flexibility
+0.85
-0.12
Open Interoperability
+0.60
-0.47
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
+0.21
Query Performance
+0.50
Total Cost Of Ownership
-0.29
AI And ML Support
+0.50
Ease Of Administration
+0.70
Data Governance
+0.23
Data Sharing And Monetization
+0.57
Cross-Cloud Flexibility
+0.10
Open Interoperability
-0.60
Avatar
Chief Data Officer / Head of Data & Analytics asked:
How does Snowflake compare with Databricks on query performance for large enterprise analytics?
Topic
Overall
+0.44
Query Performance
+0.66
Scalability
+0.51
Total Cost Of Ownership
+0.50
AI And ML Support
-0.07
Ease Of Administration
+0.57
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
+0.13
+0.49
+0.33
+0.27
+0.17
Scalability
+0.44
Total Cost Of Ownership
-0.52
Ease Of Administration
+0.78
+0.58
+0.26
+0.77
Security Controls
+0.80
+0.64
+0.50
+0.71
+0.68
Data Governance
+0.78
+0.60
+0.68
+0.76
+0.75
+0.71
Data Sharing And Monetization
+0.84
+0.66
+0.80
+0.88
+0.80
+0.75
Cross-Cloud Flexibility
-0.50
+0.12
-0.52
+0.22
-0.57
Open Interoperability
-0.61
-0.52
+0.61
-0.61
-0.70
-0.71
Avatar
Data Platform/Engineering Leader (influencer) asked:
For a platform standard, when is Snowflake the better choice than Google Cloud or Starburst on migration and integration?
Topic
Overall
+0.58
+0.67
+0.63
+0.65
Query Performance
+0.50
Scalability
+0.70
+0.55
Total Cost Of Ownership
+0.54
+0.57
+0.30
AI And ML Support
+0.40
Ease Of Administration
+0.60
+0.76
+0.72
+0.76
Security Controls
+0.57
+0.63
+0.60
Data Governance
+0.58
+0.75
+0.62
Data Sharing And Monetization
+0.57
+0.68
+0.83
+0.60
Cross-Cloud Flexibility
+0.64
+0.90
+0.86
+0.85
Open Interoperability
+0.60
+0.58
+0.55
+0.60
Avatar
Data Platform/Engineering Leader (influencer) asked:
How does Snowflake compare with AWS and Google Cloud on cross-cloud flexibility and administration?
Topic
Overall
+0.83
+0.65
+0.49
Total Cost Of Ownership
-0.08
Ease Of Administration
+0.83
+0.80
+0.75
Data Governance
+0.80
+0.30
Data Sharing And Monetization
+0.90
+0.60
Cross-Cloud Flexibility
+0.91
+0.89
+0.80
Open Interoperability
+0.70
Avatar
Data Platform/Engineering Leader (influencer) asked:
What should I weigh when choosing Snowflake versus Databricks for a modern data platform architecture?
Topic
Overall
+0.44
Query Performance
+0.60
Scalability
+0.21
Total Cost Of Ownership
+0.54
AI And ML Support
+0.36
Ease Of Administration
+0.74
Security Controls
+0.50
Data Governance
+0.48
Data Sharing And Monetization
+0.65
Open Interoperability
-0.10
Avatar
Data Platform/Engineering Leader (influencer) asked:
How does Snowflake's TCO compare with Microsoft and AWS for storage, compute, and managed operations?
Topic
Overall
+0.67
+0.70
Scalability
+0.60
Total Cost Of Ownership
+0.51
+0.68
Ease Of Administration
+0.69
+0.83
Cross-Cloud Flexibility
+0.80
Avatar
Analytics/BI Leader (influencer) asked:
How does Snowflake handle data quality, semantic consistency, and self-service BI better than AWS?
Topic
Overall
+0.75
+0.64
+0.60
Query Performance
+0.70
+0.50
Scalability
+0.40
AI And ML Support
+0.70
Ease Of Administration
+0.75
+0.79
+0.71
Security Controls
+0.63
Data Governance
+0.89
+0.79
+0.88
Data Sharing And Monetization
+0.69
Open Interoperability
+0.65
+0.30
+0.40
Avatar
Analytics/BI Leader (influencer) asked:
What trade-offs should I consider when choosing Snowflake versus Microsoft for enterprise BI and analytics governance?
Topic
Overall
+0.53
+0.49
+0.38
+0.48
+0.59
Query Performance
+0.79
+0.75
+0.33
Scalability
+0.67
+0.50
+0.53
+0.60
Total Cost Of Ownership
+0.50
-0.26
+0.50
Ease Of Administration
+0.60
+0.47
+0.23
+0.50
Security Controls
+0.65
+0.55
+0.53
Data Governance
+0.27
-0.21
+0.59
+0.54
+0.59
Data Sharing And Monetization
+0.79
+0.70
+0.61
+0.63
Cross-Cloud Flexibility
+0.55
+0.66
+0.64
+0.73
Open Interoperability
+0.04
+0.54
-0.05
+0.56
+0.51
Avatar
Analytics/BI Leader (influencer) asked:
What makes Snowflake easier for analysts to use than Google Cloud for governed exploratory analytics?
Topic
Overall
+0.60
+0.70
+0.77
Query Performance
+0.45
+0.56
+0.71
Scalability
+0.50
+0.63
+0.65
Total Cost Of Ownership
+0.47
Ease Of Administration
+0.69
+0.78
+0.80
Security Controls
+0.74
+0.71
+0.81
Data Governance
+0.84
+0.84
+0.87
Data Sharing And Monetization
+0.68
Open Interoperability
+0.50
Avatar
Analytics/BI Leader (influencer) asked:
How should I decide on Snowflake if my team needs fast, governed analytics with low admin overhead?
Topic
Overall
+0.36
+0.70
Query Performance
+0.73
+0.80
Scalability
+0.88
+0.80
Total Cost Of Ownership
-0.12
AI And ML Support
-0.61
Ease Of Administration
+0.97
+0.90
Security Controls
+0.78
+0.73
Data Governance
+0.86
+0.77
Data Sharing And Monetization
+0.60
Cross-Cloud Flexibility
-0.60
Open Interoperability
+0.31
Avatar
Data Science/AI Leader asked:
How does Snowflake support governed access to structured and unstructured data for model training and inference?
Topic
Overall
+0.88
+0.86
+0.82
Total Cost Of Ownership
+0.74
AI And ML Support
+0.80
+0.88
+0.81
Security Controls
+0.91
+0.91
+0.91
Data Governance
+0.92
+0.90
+0.91
Open Interoperability
+0.66
Avatar
Data Science/AI Leader asked:
Should I choose Snowflake over Microsoft for an enterprise AI data platform with strong governance and secure sharing?
Topic
Overall
+0.64
+0.78
+0.75
+0.63
+0.58
+0.68
AI And ML Support
+0.59
+0.76
+0.69
+0.68
+0.54
+0.70
Ease Of Administration
+0.60
+0.55
Security Controls
+0.60
+0.80
+0.69
+0.72
+0.54
+0.63
Data Governance
+0.69
+0.86
+0.66
+0.86
+0.65
+0.74
Data Sharing And Monetization
+0.74
+0.89
+0.99
+0.91
+0.76
+0.85
Cross-Cloud Flexibility
+0.69
+0.94
+0.30
+0.40
+0.70
Open Interoperability
+0.52
+0.55
+0.40
+0.47
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
+0.46
+0.36
Total Cost Of Ownership
-0.30
+0.09
-0.15
AI And ML Support
-0.15
+0.38
+0.54
Ease Of Administration
+0.30
+0.45
Data Governance
+0.53
Data Sharing And Monetization
+0.55
Cross-Cloud Flexibility
+0.81
+0.70
+0.70
Open Interoperability
+0.50
+0.54
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
+0.63
+0.49
Query Performance
+0.18
0.00
Scalability
+0.55
+0.40
Total Cost Of Ownership
+0.50
-0.29
+0.40
AI And ML Support
+0.48
+0.86
+0.71
+0.59
Ease Of Administration
+0.40
+0.60
+0.60
Security Controls
+0.40
+0.66
+0.55
+0.62
Data Governance
+0.64
+0.65
+0.79
Data Sharing And Monetization
+0.67
+0.73
+0.60
+0.76
Cross-Cloud Flexibility
+0.50
+0.53
Open Interoperability
-0.36
+0.61
+0.79
+0.22
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
+0.40
+0.35
+0.38
Query Performance
+0.40
0.00
Scalability
+0.35
+0.30
0.00
Total Cost Of Ownership
+0.22
AI And ML Support
+0.71
+0.65
+0.61
+0.61
Ease Of Administration
+0.86
+0.52
+0.48
0.00
Security Controls
+0.80
+0.40
+0.50
+0.46
Data Governance
+0.66
+0.48
+0.70
+0.47
Data Sharing And Monetization
+0.55
+0.76
+0.05
+0.69
Cross-Cloud Flexibility
+0.50
+0.02
Open Interoperability
+0.62
+0.21
+0.18
+0.40
Avatar
Data Science/AI Leader asked:
What are Snowflake's strengths versus AWS for performance, scaling, and managed operations at production AI workloads?
Topic
Overall
+0.58
Query Performance
+0.69
Scalability
+0.82
Total Cost Of Ownership
+0.64
AI And ML Support
+0.76
Ease Of Administration
+0.76
Security Controls
+0.75
Data Governance
+0.81
Cross-Cloud Flexibility
0.00
Open Interoperability
0.00
Avatar
Security, Risk, and Compliance Lead asked:
What security and compliance capabilities make Snowflake stand out versus Microsoft for regulated enterprises?
Topic
Overall
+0.78
+0.72
+0.80
+0.75
+0.78
AI And ML Support
+0.58
+0.50
+0.50
+0.60
Ease Of Administration
+0.60
Security Controls
+0.90
+0.86
+0.90
+0.84
+0.89
Data Governance
+0.91
+0.86
+0.90
+0.93
+0.93
Data Sharing And Monetization
+0.60
+0.82
+0.77
+0.81
Cross-Cloud Flexibility
+0.73
+0.79
+0.79
+0.69
+0.69
Avatar
Security, Risk, and Compliance Lead asked:
Which Snowflake controls matter most when deciding if it fits enterprise security, risk, and compliance requirements?
Topic
Overall
+0.74
+0.65
+0.69
+0.69
+0.63
AI And ML Support
+0.58
+0.58
+0.50
+0.29
Ease Of Administration
+0.35
+0.70
Security Controls
+0.90
+0.90
+0.90
+0.90
+0.85
Data Governance
+0.83
+0.89
+0.86
+0.85
+0.76
Data Sharing And Monetization
+0.66
+0.45
+0.52
Cross-Cloud Flexibility
+0.43
+0.64
Avatar
Security, Risk, and Compliance Lead asked:
How does Snowflake compare with Databricks on governed data engineering and security controls?
Topic
Overall
+0.44
+0.39
+0.56
AI And ML Support
+0.61
0.00
Ease Of Administration
+0.74
Security Controls
+0.88
+0.77
+0.88
Data Governance
+0.86
+0.80
+0.81
Data Sharing And Monetization
+0.65
Cross-Cloud Flexibility
-0.18
-0.12
Open Interoperability
-0.24
-0.15
Avatar
Security, Risk, and Compliance Lead asked:
How does Snowflake handle fine-grained access, audit trails, and data sovereignty across clouds?
Topic
Overall
+0.86
+0.79
+0.71
AI And ML Support
+0.55
Security Controls
+0.88
+0.90
+0.81
Data Governance
+0.90
+0.90
+0.81
Data Sharing And Monetization
+0.53
Cross-Cloud Flexibility
+0.81
+0.80
+0.69
Avatar
Security, Risk, and Compliance Lead asked:
What trade-offs should a compliance lead weigh when choosing Snowflake over AWS for secure analytics and AI access?
Topic
Overall
+0.28
+0.49
AI And ML Support
+0.57
+0.59
Ease Of Administration
+0.70
+0.56
Security Controls
+0.61
+0.72
Data Governance
+0.72
+0.73
Data Sharing And Monetization
+0.59
+0.52
Cross-Cloud Flexibility
-0.62
-0.20
Open Interoperability
-0.60
Avatar
Security, Risk, and Compliance Lead asked:
How does Snowflake compare with Google Cloud on embedded governance and privacy-preserving AI features?
Topic
Overall
+0.60
AI And ML Support
+0.54
Ease Of Administration
+0.40
Security Controls
+0.72
Data Governance
+0.74
Avatar
Enterprise Architect (influencer) asked:
How does Snowflake stack up against AWS for cross-cloud flexibility and managed data workloads?
Topic
Overall
+0.53
+0.68
+0.72
+0.80
Scalability
+0.60
Total Cost Of Ownership
-0.48
+0.28
Ease Of Administration
+0.76
+0.88
+0.56
Data Governance
+0.50
Data Sharing And Monetization
+0.60
+0.73
Cross-Cloud Flexibility
+0.91
+0.93
+0.90
+0.89
Open Interoperability
+0.83
+0.57
+0.70
+0.71
Avatar
Enterprise Architect (influencer) asked:
What trade-offs would push us to pick Snowflake instead of Starburst for data sharing and federation?
Topic
Overall
+0.10
+0.25
+0.41
+0.29
+0.45
+0.21
Query Performance
+0.50
0.00
Scalability
+0.68
Total Cost Of Ownership
-0.50
+0.50
+0.50
Ease Of Administration
+0.70
+0.60
+0.76
+0.71
+0.80
Security Controls
+0.50
+0.54
+0.61
+0.70
+0.50
Data Governance
+0.58
+0.75
+0.71
Data Sharing And Monetization
+0.90
+0.83
+0.90
+0.90
+0.63
+0.61
Cross-Cloud Flexibility
-0.51
-0.40
-0.12
-0.60
Open Interoperability
-0.56
-0.28
-0.47
-0.52
-0.59
-0.48
Avatar
Enterprise Architect (influencer) asked:
What makes Snowflake a better fit than Microsoft for secure governance and partner ecosystem integration?
Topic
Overall
+0.85
+0.81
+0.76
Security Controls
+0.86
+0.75
+0.69
Data Governance
+0.85
+0.85
+0.68
Data Sharing And Monetization
+0.91
+0.74
+0.80
Cross-Cloud Flexibility
+0.94
+0.90
+0.79
Open Interoperability
+0.70
+0.82
+0.84
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
+0.43
AI And ML Support
-0.57
+0.51
Ease Of Administration
+0.50
Data Governance
0.00
+0.53
Data Sharing And Monetization
+0.33
+0.53
Cross-Cloud Flexibility
+0.44
Open Interoperability
-0.66
+0.09
Avatar
Enterprise Architect (influencer) asked:
How does Snowflake compare with Google Cloud and AWS when deciding on TCO, scalability, and ecosystem fit?
Topic
Overall
+0.57
+0.58
+0.68
Scalability
+0.68
+0.64
+0.50
Total Cost Of Ownership
+0.38
+0.51
+0.47
Ease Of Administration
+0.53
Data Governance
+0.40
Data Sharing And Monetization
+0.60
Cross-Cloud Flexibility
+0.75
+0.74
+0.86
Open Interoperability
+0.50
+0.65
+0.88
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:
How does Snowflake compare with AWS on predictable pricing and total cost of ownership for enterprise data workloads?
Topic
Overall
+0.60
Total Cost Of Ownership
+0.53
Ease Of Administration
+0.68
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
+0.35
Total Cost Of Ownership
+0.75
+0.66
AI And ML Support
-0.49
-0.40
Ease Of Administration
+0.83
+0.54
Security Controls
+0.57
Data Governance
+0.59
+0.49
Data Sharing And Monetization
+0.62
+0.48
Open Interoperability
-0.45
Avatar
Finance/Procurement asked:
How does Snowflake compare with Databricks on query performance and operational overhead for finance teams?
Topic
Overall
+0.45
Query Performance
+0.66
Total Cost Of Ownership
+0.50
AI And ML Support
-0.15
Ease Of Administration
+0.81
Data Governance
+0.44
Data Sharing And Monetization
+0.46