Per-seat pricing for AI agents ranks last in G2's survey, with 9% of 1,019 buyers calling it fairest
G2's survey of 1,019 B2B buyers finds only 9% call per-seat pricing the fairest way to charge for AI agents, against 57% for pay-as-you-go. Vendors that kept agents inside seat plans go into 2027 renewals on the model buyers rank last, according to saastr.com's write-up.
Reality
- Evidence50
- Adoption66
- Hype gap+30
- Incentives
- Not scored
- Confidence55
Bending Spoons paid 2.7x ARR for Airtable and 2.3x for Miro, SaaStr says
Bending Spoons paid 2.7 times ARR for Airtable and 2.3 times for Miro, signed 37 days apart, according to SaaStr. SaaStr calls it a likely caller for mid-sized B2B software companies, but two deals from one buyer are a thin benchmark.
Reality
- Evidence55
- Adoption
- Not scored
- Hype gap+20
- Incentives
- Not scored
- Confidence50
Bending Spoons has bought two of the decade's better-known B2B software brands inside about a month, and in both the cash the companies had banked went back to sellers at face value while the growth rate moved the price.
Perspective Coverage
6 publishers
- Builder
- Builder 10%
- Operator
- Operator 38%
- Investor
- Investor 52%
Reality
- Evidence66
- Adoption52
- Hype gap+20
- Incentives58
- Confidence63
Median AI support agent resolves 48% of conversations on Gorgias's live-store test
Gorgias tested 13 AI support vendors on 212 live ecommerce stores and found the top five resolve about 70% of conversations, the median 48%. Resolution is the pricing unit, so the rate to contract on is one measured on the buyer's own traffic, repeatedly.
Reality
- Evidence52
- Adoption55
- Hype gap+18
- Incentives82
- Confidence50
Okta's earnings multiple gained 32 turns while cRPO growth gained two points
Okta's forward earnings multiple went from about 18x to about 50x in five months while its full-year EPS guide rose about 2%. That ties the price as much to investors' view of AI security stocks as to Okta's own forward bookings.
Reality
- Evidence55
- Adoption40
- Hype gap+35
- Incentives
- Not scored
- Confidence50
SaaStr's agent answers a $240,000 API-access estimate with a $5 Postgres mirror
SaaStr says one estimate puts AI-agent access to Salesforce, Atlassian and HubSpot at up to $240,000 a year, for API calls it never paid for. Its own revenue agent proposed mirroring the data into a $5 Postgres database, so vendors are now pricing against a buyer's cost of calling them less.
Reality
- Evidence35
- Adoption30
- Hype gap+20
- Incentives60
- Confidence40
Horizontal software sells for under a third of infrastructure's revenue multiple in a16z's September data
a16z's September State of Markets deck puts horizontal software at a median 2.7 times trailing revenue, against 9.1 times for infrastructure. Its own growth data held steady through the selloff, so horizontal founders now raise against a price that fell further than their businesses did.
Reality
- Evidence45
- Adoption
- Not scored
- Hype gap+10
- Incentives
- Not scored
- Confidence45
Month-long trials lift annual renewals more than conversions in RevenueCat's 17,000-app data
RevenueCat's data on more than 17,000 apps shows annual plans converting 44.6% of users on 17-to-32-day trials, against 24% on trials of four days or less. Against the common two-week trial, most of the extra value from a month shows up a year later, at renewal.
Reality
- Evidence55
- Adoption20
- Hype gap+25
- Incentives45
- Confidence50
SaaStr puts Salesforce's agent API meter at 60 to 1,200 times its integration rate
Salesforce will charge Flex Credits for every successful third-party agent API or MCP call, at 60 to 1,200 times its integration rate by SaaStr's count. For AI-heavy customers the cheaper response is to copy the data out, so the meter may cost Salesforce more traffic than it earns in fees.
Reality
- Evidence35
- Adoption40
- Hype gap+35
- Incentives60
- Confidence40
Larridin's benchmark puts the median engineer's AI coding bill at $213 a week
Larridin says the median engineer draws $213 a week in billed AI-coding spend, with the 90th percentile at $911. Its cohort data finds extra spend lifts output only for engineers already fluent with the tools, so each team must measure its own return before raising budgets.
Reality
- Evidence30
- Adoption30
- Hype gap+35
- Incentives75
- Confidence35
Anthropic's reported November IPO date is a bet on one audited quarter
Anthropic has reportedly moved its roughly $2 trillion IPO from October to November, a delay one investor ties to audited Q3 numbers. The extra month gets audited figures on its revenue race with OpenAI into the filing, and keeps the listing exposed to a window that can shut without warning.
Reality
- Evidence25
- Adoption
- Not scored
- Hype gap+35
- Incentives
- Not scored
- Confidence30
GitLab's $16 million guidance raise excludes a Flex revenue headwind of up to $13 million
GitLab raised its FY27 revenue guide by $16 million at the midpoint after 24% billings growth, leaving out a Flex shift worth up to $13 million. Fast conversion would leave cash intact and push reported revenue back toward the old range.
Reality
- Evidence55
- Adoption30
- Hype gap+25
- Incentives40
- Confidence50
Stripe's payments data shows its top AI customers accelerating from 120% to 175% growth
Stripe says its top AI customers grew 175% in 2026, up from 120% a year earlier, with 48% of revenue earned outside their home markets. Whether that breaks the rule that B2B growth slows with scale depends on how Stripe picked the group.
Reality
- Evidence30
- Adoption55
- Hype gap+35
- Incentives75
- Confidence60
Holding a $150M ARR company flat costs $18M of new sales every year
SaaStr's case for taking an executive job at a flat unicorn rests on one sum: at 88% gross revenue retention, a $150M ARR business has to sell $18M of new ARR a year to report no growth. Two of its numbers disagree by $9M.
Reality
- Evidence32
- Adoption
- Not scored
- Hype gap+28
- Incentives50
- Confidence55
Miro clears at 7.7 cents on the dollar against its $17.5B private mark
SaaStr's recap puts a completed sale at $1.35B against a $17.5B private mark. The same recap reports a $1B round at $10B for Instinct, a company priced near $50M pre-money in April.
Reality
- Evidence27
- Adoption22
- Hype gap+30
- Incentives78
- Confidence33
SaaStr books one sponsor meeting for every 28 conversations its inbound agent holds
SaaStr published a screen-by-screen account of the agent stack behind its sponsorship business. Its own figures put three people and more than 21 agents against 3 million site sessions and about 600 booked meetings.
Reality
- Evidence30
- Adoption45
- Hype gap+35
- Incentives88
- Confidence58
A top-quartile screen makes ICONIQ's 115% growth median a one-in-eight number
ICONIQ's new benchmark reports 115% median growth above $100M in ARR and 55% gross margins below $10M, from a pool whose entry requirement was three years of top-quartile growth. ICONIQ says these Pacesetters grow three to five times faster than the market.
Reality
- Evidence35
- Adoption
- Not scored
- Hype gap+35
- Incentives75
- Confidence55
ServiceTitan guides third-quarter revenue below the quarter that just beat the Street
ServiceTitan beat on revenue and EPS and nudged its full-year guide up by $4m. The stock fell 30% the next session, because the back half of fiscal 2027 is planned at roughly 15% growth against 25% a year ago.
Reality
- Evidence62
- Adoption55
- Hype gap+6
- Incentives56
- Confidence58
SaaStr's counterfactual Slack works out to 6 to 8 times a triangulated revenue base
SaaStr's answer to a hypothetical values a never-sold Slack at $16 billion to $20 billion, an estimate that depends on Atlassian's cross-sell economics and on a Slack revenue figure Salesforce last put in writing for fiscal 2023.
Reality
- Evidence45
- Adoption58
- Hype gap+20
- Incentives45
- Confidence52
Sumble undercuts a $30,000 sales-data contract with $1,188 a year
The Kaggle founders have raised $38.5M from Coatue and Canaan for an account-intelligence graph priced at $99 a month. At that list price it takes roughly 32,400 subscription-years to book the round back.
Reality
- Evidence28
- Adoption26
- Hype gap+40
- Incentives76
- Confidence42
Earlier coverage
- August re-rated software faster than any growth rate could move
Invest · September 6, 2026 · One report1 publisher
- Agents push one CRM account from 5GB to 40GB in thirty days
Invest · August 28, 2026 · One report1 publisher