







tokens are getting more expensive
"language models will get cheaper by 10x" will not save ai subscriptions from the short squeeze


Using AI to click around on a website burns 45x as many tokens as just using APIs
For AI agents, seeing is expensive

SemiAnalysis on Twitter / X
Recently, we purchased one of each Anthropic/OpenAI subscription plan and randomly ran long horizon coding tasks until we exhausted the weekly limit. It's widely believed that a $200/month plan maxes out at ~$2000/month worth of tokens (assuming API pricing). However, we found… pic.twitter.com/1e0zFhbFuo— SemiAnalysis (@SemiAnalysis_) June 10, 2026

What if you never had to get an API key?

A broken pricing paradigm
A token is not a fixed unit of cost Variance in usage creates an interconnected pricing and scaling issue Anjali Shrivastava anjali.shrivastava99@gmail.com | @anjali_shriva THIS ESSAY IS NOW LIVE! A token is not a fixed unit of cost PART I: High variance in AI demand breaks unit economics and re...
Models & Pricing | DeepSeek API Docs
The prices listed below are in units of per 1M tokens. A token, the smallest unit of text that the model recognizes, can be a word, a number, or even a punctuation mark. We will bill based on the total number of input and output tokens by the model.


Prompt caching: 10x cheaper LLM tokens, but how? | ngrok blog
A far more detailed explanation of prompt caching than anyone asked for: how tokens, embeddings, and attention make cached LLM tokens 10x cheaper and faster.

xbill — what would this cost on X?
Same fetch, X's rate card: $5/1000 posts, $10/1000 profiles. Free here.

Prompt caching: 10x cheaper LLM tokens, but how? | ngrok blog
A far more detailed explanation of prompt caching than anyone asked for.

GGV Capital API-First Index
At GGV Capital, we are focused on finding the most promising developer-first software companies commercializing APIs, having already backed Agora, Authing, Pinwheel, Mindee and Stream. We are going all-in on API companies because they will fundamentally simplify software development. APIs will allow developers to offload lower-value and time-consuming components of application development so they can focus on higher-value work. For example, instead of a company asking its developers to spend months writing code to accept payments for its software, they can get up and running quickly with Stripe. For authentication, they can use Auth0. For chat, they can use Stream.We expect the use of APIs to continue growing exponentially in the next few years, and many promising companies are building with an API-first approach, including Algoia for search, Mux for video, and Commerce Layer for e-commerce. The public markets are also taking notice. Twilio and Agora are now publicly traded. Okta acquired Auth0 for $6.5B. SoFi acquired Galileo for $1.2B. We expect this trend to continue.2023 Q2 Update Highlights 1) Investment activity continues at a slower pace in Q22) Cohere raised one of the largest funding rounds of Q2 at $270M 3) Two additions to the API-First Index: Clerk & LibLab2023 Q1 Update Highlights1) Slower investment activity continues in Q1 2023 2) Stripe raised one of the largest funding rounds of 2023 at $6.5B3) Two additions to the API-First Index: Finch & SyncteraIn 2022, we tracked VC deal activity for 120+ API-first companies across categories. Find out what we learned:2022 Year in Review Report.GGV Capital is tracking 150+ API-first companies. We have now expanded the API-First Index to include the 60+ private companies that have raised $50M+ in funding. With this Index, we are focusing on API-first companies and have not included the broader and flourishing API economy (but are also very excited about this, having backed Kong and Tray.io!). If you are building API-first, we would love to meet you! Please contact us at apifirstindex@ggvc.com to be included in our list.

AI Inference Pricing, EU Hosted, Per Token | TensorX
Transparent, pay-as-you-go pricing for private AI inference on TensorX. No lock-in, EU-hosted, with zero data retention and an OpenAI-compatible API.

🚨 Twilio charges $0.0079 per SMS. Someone just turned any old Android phone into a free SMS gateway. Unlimited messages. $0. It's called SMS Gateway for Android. Install it on any Android phone. It becomes a full SMS sending and receiving server with an API. No Twilio. No https://t.co/HQoRAlR6Qp
🚨 Twilio charges $0.0079 per SMS. Someone just turned any old Android phone into a free SMS gateway. Unlimited messages. $0.It's called SMS Gateway for Android. Install it on any Android phone. It becomes a full SMS sending and receiving server with an API.No Twilio. No… pic.twitter.com/HQoRAlR6Qp— Nav Toor (@heynavtoor) April 5, 2026
