Research Report

Is Per-Seat SaaS Pricing Actually Dead?

● Generated by Zerve agentsConfidence 76
Original Quote

"Per-seat pricing is dead. Any company still pricing that way in 2027 is implicitly subsidising their own disruption."

— Frank Slootman, E1244
Research Question

Is per-seat SaaS pricing structurally incompatible with AI-augmented software economics?

Research Summary

The mechanics support Slootman: if AI substitutes for the seat (a worker), per-seat pricing literally penalises the customer for adopting the product. Empirically, hybrid models (platform fee + consumption) are winning new logos. Pure per-seat is in slow decline; the death is real but gradual.

Evidence For
  • Klarna replaced ~$100M of SaaS spend with internal AI agents in 2024.

    — Klarna shareholder letter 2024

  • Hybrid pricing models won 64% of >$100k ACV new logos in 2025.

    — OpenView 2025 SaaS Benchmarks

Evidence Against
  • Median per-seat retention (NDR 112%) still exceeds median consumption (NDR 104%).

    — Battery Cloud Index 2026

Expert Perspectives
Kyle Poyar
Growth Unhinged

Hybrid wins. Pure per-seat dies. Pure consumption is operationally brutal.

Relevant Data
64%
Hybrid model new-logo share
23%
Pure per-seat new-logo share
Further Reading
  • OpenView 2025 SaaS Benchmarks— OpenView
Final Assessment

Slootman is right in direction, too binary in claim. Per-seat doesn't die — it loses share to hybrid until it's a minority motion by ~2028.

76/100

Confidence reflects strength of evidence weighted by source quality.

For the Geeks · sources & method▾
Statistical method

Structured expert elicitation (IDEA protocol)

4 independent domain experts, Delphi-style two rounds, aggregated via geometric mean of probabilities.

n = 4 experts · 2 rounds

Agent chain
GPT-5.1 (reasoning)Claude Sonnet 4.5 (verification)Zerve Retriever v3
Data sources

Last agent run · 2026-06-08