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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 · 31 answers
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
+0.44
+0.67
+0.40
+0.53
+0.35
+0.38
Query Performance
—
—
+0.40
—
0.00
—
Scalability
+0.40
—
+0.35
—
+0.30
0.00
Total Cost Of Ownership
—
—
+0.22
—
—
—
AI And ML Support
+0.60
+0.71
+0.65
+0.45
+0.61
+0.61
Ease Of Administration
+0.48
+0.86
+0.52
+0.60
+0.48
0.00
Security Controls
+0.47
+0.80
+0.40
+0.66
+0.50
+0.46
Data Governance
+0.66
+0.66
+0.48
+0.73
+0.70
+0.47
Data Sharing And Monetization
—
+0.55
+0.76
—
+0.05
+0.69
Cross-Cloud Flexibility
+0.20
+0.50
+0.02
—
—
—
Open Interoperability
+0.30
+0.62
+0.21
+0.22
+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
+0.50
+0.29
+0.58
+0.54
+0.32
+0.53
Query Performance
+0.59
+0.56
+0.69
+0.71
+0.14
+0.53
Scalability
+0.70
+0.63
+0.82
+0.79
+0.50
+0.57
Total Cost Of Ownership
+0.50
0.00
+0.64
—
+0.50
+0.48
AI And ML Support
+0.79
+0.68
+0.76
+0.64
+0.51
+0.57
Ease Of Administration
+0.81
+0.75
+0.76
+0.88
+0.59
+0.57
Security Controls
0.00
+0.51
+0.75
+0.49
—
+0.49
Data Governance
+0.60
+0.45
+0.81
+0.63
+0.52
+0.50
Cross-Cloud Flexibility
—
-0.50
0.00
-0.34
-0.50
—
Open Interoperability
0.00
-0.50
0.00
—
—
—
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
+0.89
+0.86
+0.78
+0.80
+0.82
Total Cost Of Ownership
—
—
+0.74
—
—
—
AI And ML Support
+0.80
+0.84
+0.88
+0.80
+0.80
+0.81
Ease Of Administration
—
—
—
+0.55
+0.60
—
Security Controls
+0.91
+0.92
+0.91
+0.89
+0.90
+0.91
Data Governance
+0.92
+0.92
+0.90
+0.90
+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:
When deciding on Snowflake, how do I weigh open interoperability, data productization, and production ML reliability?
Topic
Overall
+0.39
+0.63
+0.49
+0.45
+0.18
Query Performance
—
—
0.00
—
0.00
Scalability
—
—
+0.40
—
0.00
Total Cost Of Ownership
+0.50
—
+0.40
—
+0.60
AI And ML Support
+0.48
+0.71
+0.59
+0.60
+0.60
Ease Of Administration
+0.40
—
+0.60
—
—
Security Controls
+0.40
+0.55
+0.62
—
+0.20
Data Governance
+0.64
+0.65
+0.79
+0.55
+0.52
Data Sharing And Monetization
+0.67
+0.60
+0.76
+0.50
—
Cross-Cloud Flexibility
—
+0.50
+0.53
-0.04
-0.15
Open Interoperability
-0.36
+0.79
+0.22
+0.63
-0.35
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
+0.46
+0.46
Total Cost Of Ownership
+0.09
+0.13
AI And ML Support
+0.38
+0.43
Ease Of Administration
+0.45
+0.38
Data Governance
+0.53
+0.40
Data Sharing And Monetization
+0.55
—
Cross-Cloud Flexibility
+0.70
+0.80
Open Interoperability
+0.54
+0.60