What the top podcasts are saying about Token maxing.
Token maxing came up in 4 of 148 episodes (3%) in the four weeks to Nov 1, about the same share as in the earlier weeks (4%).
Share of episodes, four weeks at a time
The 4 episodes behind the newest bar
- $ANT, Yasmin 🐐, Sneaky Qwen, Samsung Controversy, IGTVTBPN · week ending Nov 1 · said it twice
- Taking on ServiceNow: Coding Agents for the Rest of Us with Serval Co-Founder and CEO Jak…No Priors · week ending Nov 1 · said it twice
- Building what's next (Interview)The Changelog · week ending Oct 25 · said it twice
- AI in NYC: How Tenex Builds an AI-Native Engineering Team — Alex Lieberman & CJ HessLatent Space · week ending Oct 25 · said it 3 times
What the shows said about Token maxing
Key takeaways from our write-ups that name it, newest first, no more than two from one show. Each links to the full write-up.
Uncapped token maxing distorts customer behavior by encouraging wasteful compute usage instead of proving concrete return on investment.
Jean-Denis Grèze on AI Unit Economics and the Supplier Trap · 20VC with Harry Stebbings · week ending Sep 13"Token maxing" is a major issue: employees, incentivized by internal dashboards, are reportedly leaving AI tasks running overnight without clear productivity gains, driving up costs.
Your AI Spend Just Hit Goodhart's Law: The Token Maxing Trap · TBPN · week ending May 31
Earliest mentions in our archive
The first episode from each show that said it, oldest first. The matched words are marked.
“…observations in your very viral tweet uh was about token maxing and kind of token allocations within enterprises. I'm…”
“…running useless scripts overnight to Token Max or did you actually ship a feature that moved the needle and is…”
Debater Center, Figma's Not Dead, 67 Year Old Founder, AI Monet Paintings
“…it feels like there's this vibe shift recently from token maxing just go crazy spend as much as possible just see…”
Building the most AI-pilled engineering team in the world | Fiona Fung (Anthropic)
“…let's call it security a bigger concern than token maxing or token budgets, you know, which one is like…”
The Agent Cloud: Databricks’ Bet on the Future of AI — Matei Zaharia and Reynold Xin
“…let's talk about that side of it. Not just token maxing with the developers hitting the slot machine of like, okay,…”
OpenAI vs Anthropic IPOs, Anthropic $3T, Zuck's Price War, China Ends Open Source?, Trump…
“Are you AI maximalists? Everyone can write whatever they want as long as it's with an agent? Not token maxing, but are you all for AI in every way to help Resend? Yeah, I think it's my job to be pushing that inside the company because it is a big unlock,…”
Most recent mentions
The newest episodes that count toward the chart, no more than two from one show.
“…the APIs here and there and then we went to the token maxing era, they were in the right place and so many companies…”
“"Uh, we're going to let people try it. Then we're going to token max and we're going to like restrict that and figure…”
Taking on ServiceNow: Coding Agents for the Rest of Us with Serval Co-Founder and CEO Jak…
“…the last time we talked a lot of people had this sort of token maxing error token leaderboards everything and then…”
AI in NYC: How Tenex Builds an AI-Native Engineering Team — Alex Lieberman & CJ Hess
“…thoughts here as we are going to get into the first story here with the token maxing and the prices going down, but…”
Anthropic IPO at Risk, Meta’s Muse Pop, Token Prices Fall, Open Source Gains Share, Align…
“…to take a long-term perspective. The the problem with token maxing, there's two problems in my opinion. One is like…”
Town vs Instinct vs GrokBot | Why the AI Assistant Market Is Not a Bubble
Which shows say it
| Show | Last four weeks | All weeks counted |
|---|---|---|
| TBPN | 1 | 10 |
| Latent Space | 1 | 2 |
| No Priors | 1 | 1 |
| The Changelog | 1 | 1 |
| 20VC with Harry Stebbings | 0 | 3 |
| All-In Podcast | 0 | 3 |
| Lenny's Podcast | 0 | 1 |
More trends
Episodes in the newest four weeks:
How we count. An episode counts when its transcript says “token maxing”, “tokenmaxxing” or “token max” at least twice; plurals count too. We count a shortened re-upload of an episode we already have only once, and we skip the sponsor reads and show promos we can spot. A model marks them in every transcript and our code checks each mark against the words; we also skip the lines around phrases like “brought to you by” and any passage a show reads word for word in three or more episodes. The share is the counted episodes divided by all episodes from the tech, business and science shows we cover in the same four weeks, so a busy month of releases does not raise it by itself. The mix of shows does change from month to month, and one daily show can move a number. Weeks run Monday to Sunday, and the week in progress is left out until it ends. The chart starts with the week of April 20, 2026, when our archive became steady. A few older episodes can still appear under the earliest mentions, and some weeks have gaps. Transcripts are automatic captions, so we also match the spellings they use. The counts cover only the shows we summarize. Download the counts (JSON) or CSV.