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API/Infrastructure

What we learned from API/Infrastructure YC applications

Aggregate insights from real applications roasted on YC Roaster — the patterns YC partners look for, and the weaknesses that come up over and over.

Apps analyzed

29

Average score

3.15 /5

Updated

Jul 16, 2026

Score breakdown — API/Infrastructure average

App Completeness3.72/5
Early Traction2.42/5
Team Quality3.49/5
Market3.43/5
GTM2.59/5
Scalability3.56/5
Monetization2.84/5

Biggest weaknesses

Where API/Infrastructure applications consistently fall short.

  • 1. Early Traction2.42/5
  • 2. GTM2.59/5
  • 3. Monetization2.84/5

Strongest dimensions

Where API/Infrastructure applications tend to do well.

  • 1. App Completeness3.72/5
  • 2. Scalability3.56/5
  • 3. Team Quality3.49/5

Score distribution

0-1
3
1-2
1
2-3
1
3-4
20
4-5
4

What our AI judge actually said

Anonymized critique from real API/Infrastructure applications (shared with founder consent).

You have built a capable technical system with zero pull from the world: no users, no revenue, no design partners, no evidence of developer demand beyond founder intuition.

6.3/10·Strong technical founder building real infrastructure, but you have built in a vacuum and need 3 design partners using this in production within 8 weeks or it remains a solution looking for a problem.

One friendly pilot from the cofounder's network after 10 days part-time is not traction, it's a favor with a credit card attached.

7.4/10·Exceptional team with proven exits tackling a real problem, but need to prove this scales beyond Nina's Rolodex.

You're still in high-touch services mode with no repeatable sales motion, every deal is a custom six-month pilot, and two founders are part-time.

7.9/10·Strong team and real pain, but prove workflows generalize and you can scale past founder-led implementation before PagerDuty eats your lunch.

You are creating a category that may not exist yet, and competing with workflow incumbents who can add AI faster than you can build distribution.

7.1/10·Strong builders with sharp insight, but four weeks post-pivot with no users. Traction in 60 days decides everything.

You're a solo founder with zero users building three-sided infrastructure that only works if EU regulators force adoption on your exact timeline.

4.7/10·Impressive technical architecture and rollup experience, but show me one paying customer and a co-founder before the runway burns.

Three free pilots with no revenue and vague pricing is not a business, it's a feature waiting to be absorbed by Komodor.

6.6/10·Strong technical team hunting for product-market fit in a crowded space. Prove one pilot converts to paid, or this stays a science project.

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