Buyer prompt · published evidence

Compare modern data platforms on performance, concurrency, openness, governance, developer experience, AI readiness, reliability, and ecosystem depth.

An exact prompt-level view of which reviewed brands surfaced and which public URLs the configured AI models cited. No answer text or tenant data is published.

Intent
commercial
Model providers
3
Categories
1
Last observed
Aug 12, 2026, 12:00 AM UTC
Competitive outcome

Brands surfaced

Ordered by provider breadth, then total mentions and owned-domain citations. A mention is not an endorsement or a position claim.

#BrandCategoryProvidersMentionsOwned citationsProvider evidence
01Snowflakesnowflake.comData180Openai
02Databricksdatabricks.comData170Openai
03Microsoft Fabricmicrosoft.comData160Openai
Model comparison

Answer matrix

One row per configured provider and category snapshot. Hashes prove answer identity without publishing stored answer text.

ProviderModel versionCategoryBrands surfacedCitationsUnique domainsAnswer hash
Openaiopenai/gpt-4o-miniDataSnowflake · Databricks · Microsoft Fabric008077f7ee…a14b1
Anthropicanthropic/claude-haiku-4-5DataNone observed00f8039863…01674
Geminigoogle/gemini-2.5-flashDataNone observed0042d9a1a8…0059e
Snapshot IDs4555a40a-cdeb-4b02-b06a-c7e704164cc6
Corpus versionsdata-platforms-2026-07-27
Benchmark versions4-data-platforms-2026-07-27-models-64232fd32583

Coverage: Data. Full answers stored: no · Full answers published: no · Tenant data included: no.