ClickHousevsFirebolt

How 10 AI models weigh ClickHouse against Firebolt on the 1 buying question where both came up.

ClickHouse: 86%of answers named it
Firebolt: 72%of answers named it
Placed higher: 29–11times ClickHouse vs Firebolt, over 40 model rankings that listed either
Models leaning: 7–2toward ClickHouse vs Firebolt; 1 even

Which models prefer which

Share of each model's answers that named each product, and how often its ranking put one above the other (a product listed beats one left off) · On the 1 shared question, every wording

Model	ClickHouse	Firebolt	Placed higher	Leans
Claude Haiku 5.5	75%	33%	3–1	ClickHouse
GPT-6 Luna	92%	58%	4–0	ClickHouse
Gemini 4 Argon	100%	100%	4–0	ClickHouse
Qwen 3.8 Flash	92%	75%	3–1	ClickHouse
DeepSeek V4 Pro	67%	100%	0–4	Firebolt
GLM-5.3	100%	100%	2–2	Even
Kimi K3	100%	50%	4–0	ClickHouse
MiniMax M3	50%	92%	1–3	Firebolt
Mistral Large 4	83%	25%	4–0	ClickHouse
Nemotron 3 Ultra	100%	83%	4–0	ClickHouse

What the models say about ClickHouse

One reason per model, from the shared questions

Claude Haiku 5.5Exceptionally fast columnar engine for real-time analytics at low cost.
GPT-6 LunaVery fast analytical queries and efficient performance for real-time, high-volume workloads.
Gemini 4 ArgonBlistering speed and compression for real-time analytics, observability, and massive time-series workloads.
Qwen 3.8 FlashExceptional real-time performance on high-volume queries.
DeepSeek V4 ProOpen-source columnar speed demon, ideal for real-time analytics and event data.
GLM-5.3Blazing-fast real-time analytics; increasingly competitive as a managed cloud.
Kimi K3Blazing fast real-time OLAP at scale, increasingly popular for user-facing analytics.
MiniMax M3Blazing-fast columnar analytics, ideal for real-time OLAP.
Mistral Large 4Open-source powerhouse with unmatched real-time ingestion and query performance.
Nemotron 3 UltraSub-second analytics, columnar compression

What the models say about Firebolt

One reason per model, from the shared questions

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

Tracked since October 25, 2026. Each time the panel answers these questions again, both shares are added here.

Question by question

Share of all answers that named each, every wording pooled, with its place among every product named · Both-named questions first

Question	ClickHouse	Firebolt
Best cloud data warehouses	86% #5	72% #7