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
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
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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