Heroku

By Salesforce

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

Mention rate

70%of all answers on this question

Best standing

#9of 27 on Best cloud platforms for startups

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. Claude Haiku 5.5100%
2. Qwen 3.8 Flash100%
3. GLM-5.392%
4. Mistral Large 492%
5. GPT-6 Luna75%
6. MiniMax M375%
7. Kimi K358%
8. Gemini 4 Argon50%
9. Nemotron 3 Ultra33%
10. DeepSeek V4 Pro25%

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 platforms for startups 9

• Claude Haiku 5.5Fastest path from git push to production with minimal ops overhead.
• GPT-6 LunaStill among the easiest platforms for rapid prototyping, though its pricing and flexibility trail newer options.
• Gemini 4 ArgonPioneered effortless app deployment, though higher costs and slower innovation limit its appeal today.
• Qwen 3.8 FlashClassic DX still unmatched for quick prototypes.
• DeepSeek V4 ProEffortless app deployment, managed infrastructure, ideal for MVPs without DevOps overhead.
• GLM-5.3Simplest deploy workflow ever; still great for quick MVPs despite pricing changes.
• Kimi K3Still one of the easiest platforms for launching quickly despite weaker modern momentum.
• MiniMax M3Quick setup and ideal for MVPs and early-stage prototypes.
• Mistral Large 4Pioneering PaaS simplicity, though pricier now for scaling startups.

Against the competition

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

Best cloud platforms for startups

27 products named in 120 answers across 4 wordings

In nearly every answer

RenderAWSDigitalOceanVercelGoogle Cloud

Contested

1. 6Microsoft Azure88%
2. 7Fly.io86%
3. 8Railway76%
4. 9Heroku70%
5. 10Cloudflare43%

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 platforms for startups	100	75	50	100	25	92	58	75	92	33

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 platforms for startups	77	77	80	47

Head to head

Against the products named most often on the same questions

Heroku vs RenderHeroku vs AWSHeroku vs DigitalOceanHeroku vs VercelHeroku vs Google CloudHeroku vs Microsoft Azure

Compare with another product

Other Salesforce products: Tableau, Pardot, Slack, Salesforce, Salesforce Marketing Cloud, Salesforce Commerce Cloud, Salesforce Service Cloud, Salesforce Engage

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