| 1 |
AWS |
|
10/10 |
1 | 1 | 6 | 2 | 1 | 1 | 1 | 1 | 1 | 2 |
- Claude Haiku 5.5 (#1) Deepest service catalog and startup credits; hiring pool familiar to most engineers.
- GPT-6 Luna (#1) Broadest capabilities and ecosystem; worth it when reliability, scale, and service choice matter.
- DeepSeek V4 Pro (#1) Unmatched breadth of services, free tier, startup credits, and global scale.
- GLM-5.3 (#1) Widest service catalog and startup credits; scales from MVP to enterprise.
- Kimi K3 (#1) Broadest services, generous startup credits, strongest hiring pool and ecosystem.
- MiniMax M3 (#1) Broadest services, generous startup credits, scales painlessly.
- Mistral Large 4 (#1) Unmatched breadth and ecosystem; worth the complexity for scaling startups.
- Qwen 3.8 Flash (#2) Broadest services, unmatched scale for startups growing fast.
- Gemini 4 Argon (#6) Industry standard with generous startup credits and limitless scale, despite the steep learning curve.
|
| 2 |
Vercel |
|
10/10 |
4 | 5 | 2 | 5 | 2 | 2 | 2 | 3 | 3 | 1 |
- Nemotron 3 Ultra (#1) Zero-config Next.js hosting; preview deployments; edge functions included
- Gemini 4 Argon (#2) Unbeatable frontend workflow and zero-config deployments, worth the premium for fast-moving product teams.
- DeepSeek V4 Pro (#2) Best DX for frontend deployment, instant previews, generous free tier.
- GLM-5.3 (#2) Fastest path to production for web apps; generous free tier, minimal DevOps.
- Kimi K3 (#2) Fastest frontend deployment experience, great DX, sensible free tier to start.
- MiniMax M3 (#3) Best-in-class DX for Next.js, instant previews, zero-config deploys.
- Mistral Large 4 (#3) Best developer experience for frontend apps; deploys in seconds, fair pricing.
- Claude Haiku 5.5 (#4) Excellent developer experience for frontend and Next.js apps with fast deploys.
- GPT-6 Luna (#5) Fastest path to polished web deployments, previews, and frontend workflows for small teams.
- Qwen 3.8 Flash (#5) Best developer experience for frontend and Next.js apps.
|
| 3 |
Google Cloud |
|
9/10 |
2 | 2 | 7 | 4 | | 3 | 3 | 2 | 2 | 4 |
- Claude Haiku 5.5 (#2) Strong managed Kubernetes, BigQuery, and generous startup credit programs.
- GPT-6 Luna (#2) Excellent data, AI, and Kubernetes offerings, with strong startup credits and infrastructure.
- MiniMax M3 (#2) Strong data/AI tools, competitive pricing, solid credits for startups.
- Mistral Large 4 (#2) Strong data, AI, and Kubernetes tools with competitive sustained-use discounts.
- GLM-5.3 (#3) Strong credits program, best data/analytics tooling, solid managed services.
- Kimi K3 (#3) Excellent data/ML tooling, per-second billing, strong credits via startup programs.
- Qwen 3.8 Flash (#4) Strong data/AI tooling and simpler networking than AWS.
- Gemini 4 Argon (#7) Top-tier Kubernetes support, AI infrastructure, and Cloud Run make it great for container-native startups.
|
| 4 |
Render |
|
10/10 |
7 | 7 | 1 | 1 | 9 | 5 | 5 | 4 | 5 | 6 |
- Gemini 4 Argon (#1) Best balance of developer experience, predictable pricing, and effortless scaling for modern startups.
- Qwen 3.8 Flash (#1) Simple, affordable Her successor with solid managed services.
- MiniMax M3 (#4) Simple PaaS with great free tier, painless Heroku alternative.
- GLM-5.3 (#5) Heroku-style simplicity with transparent pricing and good free tier.
- Kimi K3 (#5) Simple PaaS pricing, deploys backends and databases with minimal DevOps overhead.
- Mistral Large 4 (#5) Heroku's spiritual successor; simple, predictable, great for early-stage teams.
- Nemotron 3 Ultra (#6) Managed Postgres/Redis; background workers; zero-downtime deploys
- Claude Haiku 5.5 (#7) Simple Heroku-style hosting for web services, databases, and background workers.
- GPT-6 Luna (#7) Simple managed deployments and databases reduce operational burden for lean teams.
- DeepSeek V4 Pro (#9) Zero-downtime deploys, managed Postgres, simpler than Heroku at lower cost.
|
| 5 |
Railway |
|
9/10 |
| 10 | 3 | 6 | 3 | 7 | 4 | 8 | 6 | 3 |
- Gemini 4 Argon (#3) Incredibly intuitive infrastructure provisioning that gets full-stack apps and databases running in minutes.
- DeepSeek V4 Pro (#3) Simplest platform to ship backends; no YAML, just connect repo.
- Nemotron 3 Ultra (#3) Git-push deploy; auto-scales; Postgres/Redis add-ons; simple pricing
- Kimi K3 (#4) Delightful developer experience, usage-based pricing scales cheaply for early apps.
- Qwen 3.8 Flash (#6) Fastest path from repo to running app with low config.
- Mistral Large 4 (#6) Painless full-stack deploys; usage-based pricing that scales with revenue.
- GLM-5.3 (#7) Dead-simple deploys of full-stack apps with sane pricing; great DX.
- MiniMax M3 (#8) One-click deploys, fair usage pricing, excellent developer experience.
- GPT-6 Luna (#10) A remarkably quick way to deploy prototypes and small production services.
|
| 6 |
Fly.io |
|
9/10 |
9 | 8 | 4 | 3 | 5 | 4 | 6 | 6 | | 8 |
- Qwen 3.8 Flash (#3) Cheap global edge deployment for small APIs and apps.
- Gemini 4 Argon (#4) Best for globally distributed apps needing low-latency edge compute and micro-VM flexibility.
- GLM-5.3 (#4) Runs containers near users globally; flexible and startup-priced.
- DeepSeek V4 Pro (#5) Run containers close to users worldwide, great for latency-sensitive apps.
- Kimi K3 (#6) Edge deployments and cheap VMs, ideal for latency-sensitive global products.
- MiniMax M3 (#6) Edge deployment, fast global apps, reasonable pricing for low traffic.
- GPT-6 Luna (#8) Useful for globally distributed apps that benefit from running close to users.
- Nemotron 3 Ultra (#8) Global VMs near users; great for containers; generous free tier
- Claude Haiku 5.5 (#9) Runs containers close to users globally with straightforward pricing and good defaults.
|
| 7 |
Azure |
|
7/10 |
3 | 3 | | | | 6 | 7 | 5 | 4 | 5 |
- Claude Haiku 5.5 (#3) Best choice if you sell to enterprises or rely on Microsoft identity tooling.
- GPT-6 Luna (#3) A solid choice for Microsoft-centric teams and enterprise customers; broad global coverage.
- Mistral Large 4 (#4) Essential if your startup sells to enterprises already on Microsoft stack.
- MiniMax M3 (#5) Enterprise-ready integrations, strong credits via Microsoft for Startups.
- GLM-5.3 (#6) Worth it if you're Microsoft-stack or need enterprise credibility; otherwise skip.
- Kimi K3 (#7) Essential if targeting enterprise customers; startup credits through Founders Hub.
|
| 8 |
DigitalOcean |
|
10/10 |
8 | 6 | 5 | 9 | 6 | 9 | 8 | 7 | 7 | 7 |
- Gemini 4 Argon (#5) Simple, reliable, and cost-effective virtual machines and managed databases without enterprise cloud complexity.
- GPT-6 Luna (#6) Straightforward pricing and operations make it a practical home for conventional startup apps.
- MiniMax M3 (#7) Predictable pricing, simple VMs, ideal for early-stage flat budgets.
- Mistral Large 4 (#7) Straightforward VPS pricing; no surprise bills for bootstrapped founders.
- Claude Haiku 5.5 (#8) Predictable pricing and simple droplets and managed databases for small teams.
- Kimi K3 (#8) Predictable simple pricing, droplets and managed databases without AWS complexity.
- Qwen 3.8 Flash (#9) Predictable pricing, great docs, ideal for lean teams.
- GLM-5.3 (#9) Predictable pricing, straightforward droplets and managed databases.
|
| 9 |
Cloudflare |
|
5/10 |
6 | 4 | | | 4 | 10 | | | 10 | |
- GPT-6 Luna (#4) Exceptional value for edge delivery, DNS, security, and increasingly capable application hosting.
- DeepSeek V4 Pro (#4) CDN, Workers, DDoS protection—huge value even on free plan.
- Claude Haiku 5.5 (#6) Affordable edge hosting, Workers, DNS, and security in one predictable bill.
- Mistral Large 4 (#10) Generous free tier plus Workers edge compute; incredible value for performance.
|
| 10 |
Heroku |
|
4/10 |
5 | | | 7 | | 8 | | | 8 | |
- Claude Haiku 5.5 (#5) Still the fastest path to shipping a small app, though costlier at scale.
- Qwen 3.8 Flash (#7) Polished DX still valuable despite pricier infrastructure.
- GLM-5.3 (#8) Pricier but unbeatable simplicity for small teams avoiding DevOps.
|
| 11 |
Supabase |
|
5/10 |
| | 10 | 8 | 7 | | 10 | 10 | | |
- DeepSeek V4 Pro (#7) Managed Postgres with auth, realtime, storage—open-source Firebase alternative.
- Qwen 3.8 Flash (#8) Open-source Firebase alternative; instant backend for MVPs.
- Gemini 4 Argon (#10) Managed Postgres and backend services that eliminate months of boilerplate engineering for early teams.
- Kimi K3 (#10) Managed Postgres plus auth and storage; huge value over assembling pieces.
- MiniMax M3 (#10) Managed Postgres plus auth, storage, and realtime in one platform.
|
| 12 |
Hetzner |
|
4/10 |
| 9 | 8 | | 8 | | 9 | | | |
- Gemini 4 Argon (#8) Unmatched raw compute performance per dollar, ideal for bootstrapping startups watching their burn rate.
- DeepSeek V4 Pro (#8) Bare-metal and cloud VMs at unbeatable prices, European DCs.
- GPT-6 Luna (#9) Outstanding price-performance for teams comfortable managing more of their own infrastructure.
|
| 13 |
Cloudflare Workers |
|
2/10 |
| | 9 | | | | | 9 | | |
- Gemini 4 Argon (#9) Blazing fast serverless execution at the edge with zero cold starts and low cost.
- MiniMax M3 (#9) Cheap edge functions with generous free tier and global latency.
|
| 14 |
Netlify |
|
2/10 |
10 | | | | | | | | 9 | |
|
| 15 |
DigitalOcean App Platform |
|
1/10 |
| | | | | | | | | 9 |
- Nemotron 3 Ultra (#9) Predictable pricing; managed databases; simple scaling controls
|