Dokaz Industries / Doxa

Recommendations · open-entity · rec-cloud-startup-01

What is the best cloud provider for a bootstrapped software startup?

0.67
Divergence
0.93
Avg stability
20%
Refusal rate
3
Models

Where each model stands

ChatGPTRender×80%
ClaudeAWS×100%
GeminiRender×100%
ChatGPT modal Render [Vercel, Render, Render, Render, Render] · stability 0.80
  • 1 Vercel 0.80 Concrete recommendation: "For fastest launch and lowest ops: Vercel (frontend) + Supabase (DB/auth) + Render/Railway for background jobs."
  • 2 Render 0.80 The answer states: “For most bootstrapped teams... I recommend a Heroku-style PaaS (Render, Railway, Fly.io) or a frontend-focused platform (Vercel/Netlify).” It also lists “Ship quickly, very small team, web app/API: Render or Railway.”
  • 3 Render 0.80 The final recommendation explicitly recommends a stack including Render: “If you want a single practical starting point: use Vercel (frontend) + Render (backend) + Neon or Supabase (Postgres).” The answer also repeatedly suggests Render as the PaaS for full-stack, minimal-ops apps.
  • 4 Render 0.60 The answer repeatedly recommends PaaS/managed platforms and specifically names Render for full apps and background workers (e.g., “Web app MVP (low ops): Vercel (frontend) + Supabase ... + Render/Fly for background workers” and one-line: “Want zero ops and fastest time to market: Render / Vercel + Supabase”).
  • 5 Render 0.70 The answer states: “For most bootstrapped SaaS/web startups I recommend starting on a simple PaaS or developer-friendly provider (Render, Vercel + Supabase, DigitalOcean, Fly.io, or Railway)...” — Render is listed first among the recommended PaaS options.
Claude modal AWS [AWS, AWS, AWS, AWS, AWS] · stability 1.00
  • 1 AWS 0.85 The answer states 'AWS usually wins out' and leads with 'Why AWS', highlighting its free tier, economies of scale, market standard status, and pay-as-you-go model as key advantages for bootstrapped startups.
  • 2 AWS 0.75 Identified as 'Most practical choice' with reasoning that it has 'Largest ecosystem and community (easiest to find help/tutorials)' and a useful free tier, making it the primary recommendation for bootstrapped startups.
  • 3 AWS 0.95 AWS is explicitly stated as 'usually the most practical choice' and 'wins for bootstrapped teams' due to its free tier, pay-as-you-go scaling, talent pool, documentation, and ecosystem. The answer recommends starting on AWS free tier as the practical approach.
  • 4 AWS 0.75 AWS is typically the most practical choice for bootstrapped startups, with a genuinely useful free tier, pay-as-you-go scaling, widest ecosystem, and best documentation. The answer recommends it as the primary choice despite acknowledging strong alternatives.
  • 5 AWS 0.65 AWS is described as 'often the practical choice' with a massive free tier and pay-as-you-go scaling, though the answer presents multiple viable options and emphasizes that 'most bootstrapped founders overthink this' and should pick based on their specific needs rather than a single best answer.
Gemini modal Render [no position, no position, Render, no position, Render] · stability 1.00
  • 1 no position 0.85 The answer declines to name a single best cloud provider, stating it depends on architecture and stage, and presents multiple winners such as 'Render or Railway' as 'The Overall Winner', Vercel + Supabase, and Hetzner.
  • 2 no position 0.90 The answer does not recommend a single provider, stating that 'the best choice depends on whether your priority is speed of development or rock-bottom cost' and providing multiple top options such as Render, Railway, Hetzner, and Vercel across different scenarios.
  • 3 Render 0.80 The answer establishes that the best provider 'maximizes developer speed', names Render as 'The Best Overall for Speed', and recommends it in the verdict for founders who want to quickly build and launch.
  • 4 no position 0.85 The answer provides multiple options broken down by specific needs (PaaS like Render/Railway, Hetzner + Coolify for cost, DigitalOcean for traditional cloud) rather than recommending a single best cloud provider.
  • 5 Render 0.85 In the summary recommendation, the assistant designates Render as the 'Default Choice (Save Time)' and calls Render/Railway the 'Overall Winner for Most Startups'.

Change over time

No change from the prior run — every model's modal stance held.

Every stance label is a derived judgment over the model's free-text answer, kept auditable against the original transcript in the run's raw data. Method: /methodology.