Public Category Leaderboard

Data Warehouses Grok AI Rankings

Managed or deployable analytical data platforms whose primary role includes warehousing and querying large structured or semi-structured datasets.

Current Champion

Snowflake

AI Index 94.1

Podium Snapshot

#1 Snowflake · #2 Google BigQuery · #3 Databricks SQL Warehouse

Latest Refresh

Aug 22, 2026

10 tracked engines and 15 entities in the latest public snapshot.

Category Overview

Data Warehouses AI product rankings show which products are most visible in the current public benchmark. Current leaders include Snowflake, Google BigQuery, and Databricks SQL Warehouse across 10 tracked engines, with score and mention-rate signals combined into the overall AI Index. Snowflake is 0.7 points ahead of Google BigQuery, so the gap helps show whether this category has a clear AI visibility leader or a tighter competitive cluster.

Use the engine tabs below to compare how Perplexity, MiniMax, GLM, and Qwen rank entities differently. Overall ranking summarizes the latest visibility signals across all tracked engines, while engine-specific tabs reveal whether a brand is broadly recommended or over-dependent on one answer system.

This Grok rankings page is scoped to Data Warehouses: it shows how entities appear inside one answer engine using mention rate, recommendation strength, and latest snapshot signals. For model-level Grok rank tracking across industries, use the Grok benchmark hub. Use the private AI rank tracker when you need recurring monitoring for your own prompts, competitors, saved answer history, actions, validation, and report readiness.

Why This Matters

Use the overall ranking to see which products stand out in this category benchmark, then drill into individual AI engines to decide which market, competitors, and prompt themes deserve private tracking. The useful signal is not only the rank: mention rate, score gaps, latest refresh date, and engine outliers show where to investigate next.

Current Ranking Takeaways

Snowflake is currently #1 in the Data Warehouses Grok public rankings benchmark, with a 94.7 AI Index and 95% mention rate. Treat this as market context for private prompt and competitor selection.

Google BigQuery is the nearest visible challenger on Grok, trailing Snowflake by 0.5 points. That gap helps separate engine-specific visibility from broader cross-engine strength.

The Grok benchmark refreshed on Aug 12, 2026, so it should be read as a public engine snapshot rather than a private recurring tracker run.

15

Entities

10

AI Engines

Aug 22, 2026

Last Updated

Ranking Methodology

How this AI product leaderboard is calculated

AI Index

The combined visibility score used to sort the default public leaderboard view.

Mention Rate

How often tracked AI engines mention each product inside completed public runs.

Recommendation Strength

How strongly the answer positions, first mentions, and recommendation signals support each ranking.

Engine Coverage

Compare overall visibility and engine-specific rankings

Data Warehouses currently compares products across 10 tracked AI engines, including Perplexity, MiniMax, GLM, Qwen, Grok, and ChatGPT and 4 more. Use the tabs below to separate broad AI visibility from engine-specific outliers.

Next pages to inspect

Follow the Data Warehouses AI ranking cluster

Leaderboard Podium

Open the leading entity pages in this category leaderboard

Overall Ranking

Grok

Latest collection-scoped AI rankings for Grok.

10 / 10 entities Aug 12, 2026
Sort
Use the left and right arrow keys to scroll this table horizontally.
RankEntityAI IndexMention Rate
👑 #1
Snowflake
94.7
95.0%
🥈 #2
Google BigQuery
94.2
94.0%
🥉 #3
92.5
93.0%
#4
ClickHouse Cloud
91.4
91.0%
#5
Starburst
89.0
89.0%
#6
SingleStore
88.5
88.0%
#7
Dremio
88.2
88.0%
#8
Amazon Redshift
88.1
88.0%
#9
Firebolt
87.8
87.0%
#10
87.2
85.0%

FAQ

How is the Data Warehouses leaderboard calculated?

Overall ranking combines the latest AI visibility signals across tracked engines for Data Warehouses, including rank position, recommendation strength, and mention-rate patterns.

Why can Snowflake lead overall but differ by engine?

Each AI engine can prefer different brands, evidence, freshness, and recommendation patterns, so engine-specific rankings can diverge from the combined leaderboard.

How often is this Data Warehouses leaderboard updated?

This leaderboard updates whenever new completed runs are available for Data Warehouses, with the latest refresh date shown on the page.