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Do the odds of reaching the next order of magnitude of value increase with current scale, or is each jump equally hard?

10 recorded positions from 7 people, first said Feb 12, 2025. They do not agree — the readings below are what each one actually argued.

Odds rise with current scale

Harry Stebbings · Feb 23, 2026

It is much easier for a company to go from $6B to $12B than from zero to $6B, which is why he is cautious about selling

The hard work of building to a large valuation is already done; the incremental double is far easier than the initial climb

16:52 20VC: Inside Coatue's $70BN Machine: Why Price Matters Least | Why Mega Markets are the Most Important | How to Assess Durability of Revenue and Margins in AI with Lucas Swisher

Lucas Swisher · Feb 23, 2026

The probability of picking a 10x increases as you move up market cap bands — a $10B company is more likely to 10x than a company in a lower band

Coatue's internal chart of 10x frequency by market cap band shows the percentage rising counterintuitively as valuation increases

Scope: about probability of a 10x, not about magnitude of return

17:17 20VC: Inside Coatue's $70BN Machine: Why Price Matters Least | Why Mega Markets are the Most Important | How to Assess Durability of Revenue and Margins in AI with Lucas Swisher

Miles Clements · Mar 9, 2026

A small handful of private companies are operating on a different plane and it is not bombastic to say some could become trillion-dollar businesses; the real danger is ascribing their characteristics to Series A companies that don't fit that paradigm

The people underwriting these rounds genuinely believe in trillion-dollar outcomes, which makes them a distinct category rather than a template

Scope: applies to only a small handful of companies

34:49 20VC: Inside Accel's $4BN Growth Investing Machine | Cursor is Dead is Total BS: Here is Why | What Missing Rippling and ElevenLabs Taught Us | Are $2BN-$10BN IPOs Dead | Why Now is a Great Time to be Thoma Bravo with Miles Clements

Harry Stebbings · Jun 15, 2026

The probability of a company reaching the next order-of-magnitude valuation increases the higher its current valuation

Cited as a finding from Coatue's data

60:22 20VC: Micron Will Be More Valuable Than Meta | How Export Controls Helped Not Hurt China | Power is the Bottleneck to AI | Why Dario Has Done a Disservice to AI with his Labour Replacement Messaging with Aravind Srinivas, Founder @ Perplexity

Aravind Srinivas · Jun 15, 2026

The same escalating-probability dynamic applies to individuals: someone with $100M liquid net worth is far more likely to become a billionaire than someone with $10M

60:36 20VC: Micron Will Be More Valuable Than Meta | How Export Controls Helped Not Hurt China | Power is the Bottleneck to AI | Why Dario Has Done a Disservice to AI with his Labour Replacement Messaging with Aravind Srinivas, Founder @ Perplexity

Trillion scale must be designed into the starting assumptions

Eléonore Crespo · May 9, 2025

Building a company of enormous scale requires designing its second, third and fourth acts now, because the current platform will not get you there.

Only by knowing exactly where you're going — including which technical debt you cannot afford — can you build the later acts and become a true platform, and the vision must be shared with the whole company.

Scope: the later acts may not be executed on yet; acknowledges she doesn't know where it will land

65:08 20VC: Four Traits of the Most Successful Founders | How to Hunt and Close Talent Like a Pro and Where All Founders Go Wrong | Lessons Raising $397M From the Best Investors in the World with Eléonore Crespo @ Pigment

Anish Acharya · Feb 9, 2026

A $3-5B outcome is extraordinary and stacks into meaningful fund returns, but if your intention is a trillion dollar company you must start from a set of assumptions that can lead there

The biggest companies in the world are now trillion dollar companies, so ambition has to be encoded in the starting assumptions rather than worked backwards from venture economics

Scope: not minimizing $3-5B outcomes; not about working backwards from venture math

7:12 20VC: Is SaaS Dead in a World of AI | Do Margins Matter Anymore | Is Triple, Triple, Double, Double Dead Today? | Who Wins the Dev Market: Cursor or Claude Code | Why We Are Not in an AI Bubble with Anish Acharya @ a16z

Also on the record

Aravind Srinivas · Jun 15, 2026

Any company can become a trillion-dollar company; it just requires working toward roughly $100B in revenue

Samsung started as a grocery store selling dried fish and SK started in textiles, and both are now around a trillion in value — the revenue-to-valuation logic scales the same way at every level

59:50 Any company can reach a trillion the math scales the same

Aravind Srinivas · Jun 15, 2026

Anyone has the potential to make it, but not everyone will — an unfunded founder reaching $1B is about as likely as Perplexity reaching $2T

Both are equally hard; the way through is giving yourself enough shots at the goal and staying curious

62:59 Each jump is equally hard so take more shots

Fabien Pinckaers · Feb 12, 2025

Odoo can reach $100B by simply continuing what it does — not defocusing, innovating at the same pace, growing 50% a year and keeping the culture

58:14 Continuing current execution without new bets reaches the next order of magnitude

Your assistant can query this graph directly — 10 positions here, 19,646 across the corpus. Add 996.fm over MCP.