Fetching from the wire…
Public story · 2026-07-31 · high
All roughly 200 Anyscale employees move to Nscale, which builds its own data centers and generates its own power.
Why now: Nscale announced the deal July 30, with Ray's October move into the PyTorch Foundation now determining how independent the project stays under new ownership.
Nscale agreed to acquire Anyscale, the company behind the Ray compute framework, in a deal Bloomberg valued at roughly $1.65 billion.
All of Anyscale's roughly 200 employees are moving to Nscale. The brand keeps operating instead of getting absorbed and renamed. For anyone building on Ray, that matters. The team behind it now works inside a company that owns the data centers and power plants underneath the compute, not just a tenant.
That direction is unusual. The typical story is a software company buying compute capacity. Here it's the reverse: an infrastructure owner buying the developer-facing software layer that sits on top of it.
Ray's governance doesn't move in-house. Nscale says it will join the PyTorch Foundation, where Ray has been governed since October 2025, rather than pull the project under its own control.
One thing worth watching: whether Nscale starts pricing Ray-based workloads differently on its own infrastructure than on competitors' clouds. Or whether it leaves the framework's open governance untouched and competes on hosting quality alone.
Each link below shares sources, entities, or timing with this story.
Outcome-based pricing crossed from experimental to mainstream this quarter. The data is now unambiguous. Zendesk charges $1.50 per automated resolution on committed plans, $2.00 pay-as-you-go. Intercom's Fin charges $0.99 per resolved conversation with no charge if unresolved....
HubSpot beat Q2 revenue at $912M, up 20%. Beat EPS at $3.26 against $3.02 expected. Its Data Agent is at 16,000 customers, up 80% quarter over quarter. Its Customer Agent resolves 72% of tickets without escalation. The stock had its largest one-day drop in 12 years on the NYSE...
Meta Business Agent exited free testing August 1 at a blended $2.00 per million tokens bundling AI processing and message delivery. At 20,000-25,000 tokens per interaction, a 10-turn conversation runs roughly $0.40-$0.50 against Salesforce Agentforce's flat $2.00 per conversat...
Zendesk made Forethought AI agents a paid add-on for autonomous resolution plus predictive routing. That mirrors Salesforce's $2 Help Agent and Intercom's Fin. The category is shifting off seats and onto per-resolution pricing across the board. If you sell support tooling, the...
HubSpot quietly switched Breeze AI agents to $0.50/resolution pricing on April 14. That makes five. Intercom at $0.99/resolution (already past $100M ARR on this model). Sierra at $150M+ ARR on pure outcome pricing. Salesforce at $2/conversation or $0.10/action. Zendesk launchi...
Per-seat pricing is dying. Not slowly. Not in theory. Right now, across three unrelated categories, simultaneously. HubSpot: $0.50 per resolved conversation. Salesforce Agentforce: $800M ARR on "Agentic Work Units," converting 20 trillion tokens into 2.4 billion discrete measu...
MindPattern daily
One email a day at 7 AM. Sources and a take on every story. Unsubscribe anytime.