A reproducible startup complexity index
How hard is it, actually, to build a Y Combinator company?
Every company in the dataset gets two scores, one for the technology, one for the market, that combine into a single 0–100 Complexity Index.
Companies scored
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Median complexity
0–100 scale
Technical vs. practical
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independent dimensions
Highest-scoring industry
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Two kinds of hard
Practical execution, regulation, market structure, geography, operations, carries more of the score than raw technical difficulty, because it accounts for more of what actually varies between companies. Most Y Combinator companies aren’t deep-tech; regulatory and market complexity is where the real spread in difficulty shows up.
The two dimensions are almost entirely independent of each other, building hard technology and operating in a hard market are, empirically, two different problems, not two names for the same one.
01
Explore the Dashboard
See the score distribution, how technical and practical complexity relate, which industries top the index, and search all companies.
02
See How It's Built
A rubric of scoring buckets, combined and summed by a config-driven engine, walk through exactly how a raw signal becomes a score.