Snowflake vs Salesforce Data Cloud
Zero of twelve models named Snowflake first on the direct prompt; one named Salesforce Data Cloud. Snowflake was named by ten of the twelve models and Salesforce Data Cloud by nine and Snowflake carries 19 labels and Salesforce Data Cloud 20, so the shares are not directly comparable.
By Snowflake Inc., San Mateo, United States, founded 2012. Named in four categories this edition.
By Salesforce, San Francisco, United States, founded 1999. Named in five categories this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the data management platforms page.
By framing
SnowflakeFirst choices, of twelve modelsSalesforce Data Cloud
Every model, every framing
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | |||||
| GPT-5.4 mini | | |||||
| Gemini 3.5 Flash | | | | | | |
| Perplexity Sonar | | | ||||
| Grok 4.1 Fast | | | | | ||
| Mistral Small | | | | |||
| DeepSeek V4 Flash | | | | |||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | | | ||||
| Kimi K2 | | | | |||
| GLM 4.7 FlashX | | |||||
| MiniMax M2.5 | | |
Snowflake Salesforce Data Cloud first choice named as an alternative argued againstblank: not namedEach cell is one answer, Snowflake on the left and Salesforce Data Cloud on the right.The direct prompt
Salesforce Data Cloud first, Snowflake not the choice
1 of 12 modelsSnowflake was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
2 of 12 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
9 of 12 modelsThe answer made no first choice from these two in this category.Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
By buyer segment
Snowflake0%#9 of 13Salesforce Data Cloud0%#– of 13Snowflake2%#7 of 11Salesforce Data Cloud2%#8 of 11Salesforce Data Cloud20%#1 of 13Snowflake2%#8 of 13What the models said about Snowflake
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“Avoid Snowflake for sensitive data storage until security issues are resolved” Mistral Small · negative prompt · hard negative
“Choose Snowflake if your main goal is to build clean, fast, and secure business reports, dashboards, and standard analytics pipelines.” Gemini 3.5 Flash · comparative prompt · first choice
What the models said about Salesforce Data Cloud
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“avoid bloated enterprise platforms like Adobe Real-Time CDP or Salesforce Data Cloud” Gemini 3.5 Flash · scale prompt · hard negative
“Avoid enterprise giants like Adobe Real-Time CDP or Salesforce Data Cloud.” Gemini 3.5 Flash · paraphrase prompt · hard negative
“Best for B2B companies already standardized on Salesforce CRM and Marketing Cloud” Claude Haiku 4.5 · direct prompt · first choice
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.