Firebolt

How often 10 AI models recommend Firebolt, what they say about it, and who they recommend instead, on the 1 buying question where it came up.

Mention rate

72%of all answers on this question

Best standing

#7of 22 on Best cloud data warehouses

Buying questions

1where any model named it

Never named it

0of 10 models

Which models recommend it

Share of each model's answers that named it, at any position · The black tick marks the panel average

1. Gemini 4 Argon100%
2. DeepSeek V4 Pro100%
3. GLM-5.3100%
4. MiniMax M392%
5. Nemotron 3 Ultra83%
6. Qwen 3.8 Flash75%
7. GPT-6 Luna58%
8. Kimi K350%
9. Claude Haiku 5.533%
10. Mistral Large 425%

Tracked since October 25, 2026. Each time the panel answers these questions again, the change shows here.

What the models say

Each model's one-line reason for recommending it, from its first answer

Best cloud data warehouses 9

• Claude Haiku 5.5High-performance query engine with competitive pricing for fast, interactive analytics.
• GPT-6 LunaA modern cloud-native warehouse emphasizing fast interactive analytics and efficient scaling.
• Gemini 4 ArgonEngineered for sub-second analytics and high-concurrency customer-facing data applications.
• Qwen 3.8 FlashInnovative engine for low-latency BI; smaller but rising challenger.
• DeepSeek V4 ProBlazing fast queries on semi-structured data, decoupled storage-compute reinvented.
• GLM-5.3Speed-focused warehouse winning fans with cost efficiency at scale.
• Kimi K3Exceptional low-latency query performance for demanding interactive analytics workloads.
• MiniMax M3Modern cloud DW with strong query speed and decoupled compute/storage.
• Nemotron 3 UltraIndex-heavy speed, decoupled storage/compute

Against the competition

Each question's products ranked by the share of all answers that named them, Firebolt highlighted.

Best cloud data warehouses

22 products named in 120 answers across 4 wordings

In nearly every answer

Amazon RedshiftBigQueryDatabricksSnowflake

Contested

1. 5ClickHouse86%
2. 6Oracle Autonomous Data Warehouse73%
3. 7Firebolt72%
4. 8Azure Synapse Analytics70%
5. 8Microsoft Fabric70%

Mention rate by model and question

Share of each model's answers on the question that named it · Hover a cell for the count

Question	Claude Haiku 5.5	GPT-6 Luna	Gemini 4 Argon	Qwen 3.8 Flash	DeepSeek V4 Pro	GLM-5.3	Kimi K3	MiniMax M3	Mistral Large 4	Nemotron 3 Ultra
Best cloud data warehouses	33	58	100	75	100	100	50	92	25	83

Does the wording matter?

Share of answers that named it under each way of asking the question · Hover a cell for the exact wording

Question	List request	Buyer asking for advice	Search query	Worth paying for?
Best cloud data warehouses	73	67	80	67

Head to head

Against the products named most often on the same questions

Firebolt vs Amazon RedshiftFirebolt vs BigQueryFirebolt vs DatabricksFirebolt vs SnowflakeFirebolt vs ClickHouseFirebolt vs Oracle Autonomous Data Warehouse

Compare with another product

Work on Firebolt? Get it tracked every month on the questions your buyers ask, or email sales@modelocracy.com.