The Ledger

Every statement that passed quotation and attribution checks. Mix any filter with any other: certainty 1/5, debate potential 5/5, or both at once.

clear all ✕

why aren't all 11 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 2 checkable ones are still open, waiting for their date. predictions held up or didn't; assertions are supported or contradicted. on every card: ▮▮▮▮▮ certainty · ▮▮▮▮▮ debate potential. speakers are clickable

Assertion Partly supported
Lloyd: Anthropic API Margins Are 60%, OpenAI Margins Are 50%
“Anthropic has a big margin on their API business right now. What I've heard is 60% margin on Anthropic's API. I've heard 50% on OpenAI.”
Zach Lloyd Oct 17, 2025 ▶ 39:35 20VC: The Startup Adding $1M ARR Every Week | Competing Against OpenAI's Codex and Claude Code: Who Wins | Why Gemini is Failing and GPT-5 Is Winning | Do Margins Matter in a World of AI | The Ugly Truth About AI Coding with Zach Lloyd, Warp
Prediction Open · timeframe Oct 2030
Lloyd: Open-Source Models Will Not Win at the AI Frontier
“I don't think open either, if I'm being honest. The reason I don't think open, like, is that it's just so damn expensive to build these things, and so what's the economic incentive?”
Zach Lloyd Oct 17, 2025 ▶ 40:38 20VC: The Startup Adding $1M ARR Every Week | Competing Against OpenAI's Codex and Claude Code: Who Wins | Why Gemini is Failing and GPT-5 Is Winning | Do Margins Matter in a World of AI | The Ugly Truth About AI Coding with Zach Lloyd, Warp
Assertion Supported
Lloyd: OpenAI and Anthropic models beat Google's Gemini in coding benchmarks
“The two leaders are GPT-V and the Claude models, and so we measure them. Like, first of all, it's like, it's not so much gut. It's like we literally We have a whole bunch of benchmarks. We run sweet bench. We run terminal bench. Claude and GPT-V are the two be…”
Zach Lloyd Oct 17, 2025 ▶ 10:00 20VC: The Startup Adding $1M ARR Every Week | Competing Against OpenAI's Codex and Claude Code: Who Wins | Why Gemini is Failing and GPT-5 Is Winning | Do Margins Matter in a World of AI | The Ugly Truth About AI Coding with Zach Lloyd, Warp
Prediction Open · timeframe Oct 2030
Lloyd: Engineering teams will shrink to fewer senior engineers managing agents
“I think we're gonna have less. I think we're gonna have fewer, more senior engineers who are managing the work of a lot of agents.”
Zach Lloyd Oct 17, 2025 ▶ 19:44 20VC: The Startup Adding $1M ARR Every Week | Competing Against OpenAI's Codex and Claude Code: Who Wins | Why Gemini is Failing and GPT-5 Is Winning | Do Margins Matter in a World of AI | The Ugly Truth About AI Coding with Zach Lloyd, Warp
Assertion Not publicly verifiable
Zach Lloyd: Warp is adding $1M in net new ARR weekly
“We're now adding a million net new ARR every week, or even less. Honestly, recently it's accelerating.”
Zach Lloyd Oct 17, 2025 ▶ 24:27 20VC: The Startup Adding $1M ARR Every Week | Competing Against OpenAI's Codex and Claude Code: Who Wins | Why Gemini is Failing and GPT-5 Is Winning | Do Margins Matter in a World of AI | The Ugly Truth About AI Coding with Zach Lloyd, Warp
Assertion Supported
Lloyd: Warp has 700,000 users, outpacing Claude Code and OpenAI Codex
“We have way, way more users than Cloud Code, for instance, or Codex. We have 700,000 users because we've been doing this for Five years.”
Zach Lloyd Oct 17, 2025 ▶ 27:58 20VC: The Startup Adding $1M ARR Every Week | Competing Against OpenAI's Codex and Claude Code: Who Wins | Why Gemini is Failing and GPT-5 Is Winning | Do Margins Matter in a World of AI | The Ugly Truth About AI Coding with Zach Lloyd, Warp
Prediction Not checkable as stated
Lloyd: Prompt-driven development, not autocomplete, is the future of software
“I don't think autocomplete is the future. So I don't feel like I'm like seeding competitive ground here to Cursor. The future is more like developed by prompt.”
Zach Lloyd Oct 17, 2025 ▶ 30:19 20VC: The Startup Adding $1M ARR Every Week | Competing Against OpenAI's Codex and Claude Code: Who Wins | Why Gemini is Failing and GPT-5 Is Winning | Do Margins Matter in a World of AI | The Ugly Truth About AI Coding with Zach Lloyd, Warp
Prediction Not checkable as stated
Lloyd: AI deployment will lag technology capabilities over a ten-year horizon
“I think it's more like a 10. I think, like, again, the technology's gonna run way ahead of the deployment of it, just because the deployment of it takes a long time.”
Zach Lloyd Oct 17, 2025 ▶ 33:52 20VC: The Startup Adding $1M ARR Every Week | Competing Against OpenAI's Codex and Claude Code: Who Wins | Why Gemini is Failing and GPT-5 Is Winning | Do Margins Matter in a World of AI | The Ugly Truth About AI Coding with Zach Lloyd, Warp
Prediction Didn’t hold up
Lloyd: Warp will reach 1M active developer users this year
“I think we'll hit a million active users, active developers this year, and we're, and now obviously we're growing our revenue super duper fast”
Zach Lloyd Oct 17, 2025 ▶ 49:19 20VC: The Startup Adding $1M ARR Every Week | Competing Against OpenAI's Codex and Claude Code: Who Wins | Why Gemini is Failing and GPT-5 Is Winning | Do Margins Matter in a World of AI | The Ugly Truth About AI Coding with Zach Lloyd, Warp
Assertion Supported
Google Sheets Had Over 100 Million Users During Code Rewrite
“We rewrote Google Sheets because it's a crazy scale. And so, you know, if you have something that has a hundred million plus users, which is what it had at the time, I think it's now like a billion users.”
Zach Lloyd Oct 17, 2025 ▶ 4:48 20VC: The Startup Adding $1M ARR Every Week | Competing Against OpenAI's Codex and Claude Code: Who Wins | Why Gemini is Failing and GPT-5 Is Winning | Do Margins Matter in a World of AI | The Ugly Truth About AI Coding with Zach Lloyd, Warp
Assertion Not checkable as stated
Lloyd: Sequoia connected Warp to CrowdStrike's president within hours of an issue
“And so I reached out to Andrew. I was like, can you help me here? And then that day I was on the phone with the president of CrowdStrike.”
Zach Lloyd Oct 17, 2025 ▶ 51:48 20VC: The Startup Adding $1M ARR Every Week | Competing Against OpenAI's Codex and Claude Code: Who Wins | Why Gemini is Failing and GPT-5 Is Winning | Do Margins Matter in a World of AI | The Ugly Truth About AI Coding with Zach Lloyd, Warp
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