❯ Salesforce and OpenAI both move to outcome-based pricing on the same day

same-day shiftTwo mutually reinforcing items landed together: Salesforce will let customers pay based on whether AI lifts revenue or cuts cost, with Agentforce Help Agent priced at $2 per issue resolved and no charge when a customer gives negative feedback or asks for a human; and OpenAI has begun letting some of its largest customers pay on task completion rather than by token, according to The Information.

the road hereSalesforce has now revised this three times: Agentforce launched in late 2024 at $2 per conversation, added Flex Credits at roughly $0.10 per standard action, then restored a conventional $125 per user per month subscription tier. Three coexisting models is itself evidence that neither per-conversation nor per-action convinced buyers they had bought something. Support vendors Intercom and Zendesk moved to per-resolution billing earlier.

cost transferOutcome pricing swallows inference cost volatility on the vendor side: failed tasks, models taking the long way around, retries — all on their own bill. Surviving this pricing requires predictable unit task cost, which pushes vendors to minimize model calls rather than let agents think a few steps further.

budget rewriteThe ones recalculating are enterprise software procurement teams. Per-seat billing was a predictable fixed line; outcome billing turns it into a variable cost that floats with volume and belongs in a different account. It also gives buyers, for the first time, “it didn’t work” as a reason not to pay — which means acceptance criteria have to be rewritten too.

▪ SIGNALPer-token billing sells compute; outcome billing sells a promise — and whether vendors can keep it shows up when the invoice comes due.