AI Startup Cost Breakdown: What You'll Actually Spend in Year 1

Everyone talks about "AI startups cost a lot." But nobody shows the actual numbers. Here's what building an AI product in 2026 actually costs.

The three cost buckets

**1. Build (one-time):** $8K-$50K - DIY with no-code: $0-$2K (your time only) - AI MVP studio: $8K-$25K (we charge $7,999-$22,999) - Boutique agency: $50K-$200K (slow, 3-6 months)

**2. Operate (monthly):** $200-$5,000/mo - LLM API costs: $50-$2,000/mo depending on usage - Hosting: $20-$500/mo (Vercel, AWS, etc.) - Database: $25-$200/mo (Supabase, Postgres) - Auth: $25-$100/mo (Clerk, Auth0) - Email: $0-$50/mo (Resend, Postmark)

**3. Team (optional, but expensive):** $5K-$15K/mo per person - Founding engineer: $8K-$15K/mo - Founding designer: $6K-$12K/mo - Founding PM: $5K-$10K/mo

Real example: $0 → $10K MRR in 6 months

- **Build:** $15K (our Scale tier, 14 days) - **Operate (year 1):** ~$18K total ($1,500/mo average) - **Team:** $0 (founder does it all) - **Total:** ~$33K

That's break-even at $3K MRR. Most AI products can hit that in 4-6 months with good execution.

The hidden costs nobody talks about

- **Your time:** Founders underestimate this. A DIY MVP takes 200-500 hours. - **Opportunity cost:** 6 months of agency work = 6 months of no revenue, no learning, no users. - **Pivot cost:** If your first idea doesn't work, you've burned $50K. Fast iteration reduces this.

The takeaway

The question isn't "how much does an AI MVP cost?" — it's "how fast can I get to revenue?" The cheaper and faster you ship, the more shots on goal you get.

Spending $15K in 14 days and getting to $5K MRR in 4 months is better than spending $100K in 6 months and getting to the same place.