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
- Insufficient
- Confidence50
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
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
- Insufficient
- Hype gap+10
- Incentives
- Insufficient
- Confidence45
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
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 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 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
- Insufficient
- Hype gap+35
- Incentives
- Insufficient
- Confidence30
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 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
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
- Insufficient
- Hype gap+28
- Incentives50
- Confidence55
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 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
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
- Insufficient
- Hype gap+35
- Incentives75
- Confidence55
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 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
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
The operator boards copied for twenty years spent 1993 to 2003 in product and engineering jobs. SaaStr counts 82 of the 100 fastest-growing AI-native startups with a technical CEO, against 49% of the 2013 unicorn class.
Reality
- Evidence45
- Adoption58
- Hype gap+28
- Incentives55
- Confidence40
Harvey puts roughly 180 former practicing attorneys, most with eight to ten years behind them, into every customer deployment. At its own published pay band that bench costs $39.6m to $57.6m a year in on-target cash.
Reality
- Evidence57
- Adoption64
- Hype gap+15
- Incentives73
- Confidence56
A single month of trading undid eight months of AI-disruption pricing in B2B software. That is a multiple moving, not a business changing. The winners were sorted by whose meter the agent workloads run through.
Reality
- Evidence58
- Adoption64
- Hype gap−8
- Incentives55
- Confidence56
GrokBot Googles for users and Instinct scrapes LinkedIn, both against somebody's terms of service, and Jason Lemkin says that edge is open only to private companies. At EchoSign the same approach was ripped out the night the Adobe deal closed.
Reality
- Evidence42
- Adoption32
- Hype gap+22
- Incentives76
- Confidence54
Earlier coverage
- Snowflake buys $230m of guided revenue with two points of gross margin
Invest · September 10, 2026 · 1 publisher
- ElevenLabs is adding ARR nine times faster than it did in its first 20 months
Invest · September 10, 2026 · 1 publisher
- A $3B venture fund now needs four of the 81 companies worth $25B
Invest · September 9, 2026 · 1 publisher
- UiPath founder's return bought margin as growth slowed; other SaaS comebacks tell different stories
Invest · September 7, 2026 · 1 publisher
- California's SB 122 taxes the SaaS subscription while exempting the compute it runs on
Invest · September 5, 2026 · 1 publisher
- First Citizens retires the SVB brand that banked nearly half the US venture-backed startup base
Invest · September 4, 2026 · 1 publisher
- Nvidia's 70% guide deletes the 2027 normalization year from the consensus capex model
Invest · September 4, 2026 · 1 publisher
- Owner.com now routes 83% of new customers through a product it gives away free
Invest · August 30, 2026 · 1 publisher
- SpaceX's $60 billion Cursor deal supplies half of 2026's annualized software M&A value
Invest · August 29, 2026 · 1 publisher
- Agents push one CRM account from 5GB to 40GB in thirty days
Invest · August 28, 2026 · 1 publisher
- Agents climbed from 3% to 50% of the work created in Linear in four quarters
Invest · August 28, 2026 · 1 publisher
- Two points of growth now buy 2.4 turns of revenue in public B2B software
Invest · August 27, 2026 · 1 publisher
- Nvidia paid $7B for the parts of Poolside that a $2B venture round could not finance
Invest · August 27, 2026 · 1 publisher
- Box's billings ran eight points ahead of revenue. The AI bill was 20 basis points.
Invest · August 26, 2026 · 1 publisher
- Seat-based B2B pricing is out of headroom, and only a countable unit meters what comes next
Invest · August 25, 2026 · 1 publisher
- BigCommerce turned down $1.5B for second place in ecommerce. It is now worth about $200M.
Invest · August 24, 2026 · 1 publisher
- More than half of Replit will be salespeople: PLG defers the sales line, it does not delete it
Invest · August 22, 2026 · 1 publisher
- ServiceTitan cuts off Podium: what happens when the front end learns to sell the back end
Invest · August 21, 2026 · 1 publisher
- Owner says every login is a failure. That breaks the metric your board underwrites.
Invest · August 20, 2026 · 1 publisher
- Atlassian's 44% backlog jump is the number that answers the AI-agent bear case
Invest · August 19, 2026 · 1 publisher
- Rippling graded 2,100 agent runs per model. The cheap one basically tied the flagship.
Invest · August 18, 2026 · 1 publisher
- Kubernetes MCP servers hide the delete tool; hiding is not removing
Build · August 18, 2026 · 1 publisher
- Seven years, zero tickets, one cancellation: the churn signal no health score catches
Invest · August 17, 2026 · 1 publisher
- Canva guided 2026 growth down to 20%. The worse detail is who never got asked.
Invest · August 16, 2026 · 1 publisher
- The 0% quota club: attainment is a PMF test, and senior reps hired early just buy burn
Invest · August 16, 2026 · 1 publisher
- Gamma hit $100M ARR with 50 people and no reps. Its CEO calls the reflex behind it a mistake
Invest · August 15, 2026 · 1 publisher
- Developer habit, priced at $965B: what Anthropic's run actually proves
Build · August 15, 2026 · 1 publisher
- Klaviyo made agent fluency a condition of employment for 2,300 people
Invest · August 14, 2026 · 1 publisher