Applied Intuition is fielding offers that value it at $30 billion or more, double its $15 billion valuation of June 2025. Estimated recurring revenue doubled too, so the multiple stays near 36 times.
Perspective Coverage
5 publishers
- Builder
- Builder 19%
- Operator
- Operator 18%
- Investor
- Investor 63%
Reality
- Evidence35
- Adoption60
- Hype gap+20
- Incentives
- Not scored
- Confidence55
Moonshot AI closed its last private round at about $50 billion, nearly 12 times its end-2025 value, ahead of a Hong Kong IPO planned for early 2027. Public buyers will be asked to price a company valued at roughly 167 times its June revenue run rate.
Perspective Coverage
7 publishers
- Builder
- Builder 20%
- Operator
- Operator 16%
- Investor
- Investor 64%
Reality
- Evidence55
- Adoption50
- Hype gap−10
- Incentives60
- Confidence55
Salesforce agreed to pay about $2 billion for Listen Labs, roughly 67 times the AI interview startup's $30 million in annualized revenue. The price holds up only if selling those real-customer interviews through Salesforce's clouds lifts that revenue several times over.
Perspective Coverage
4 publishers
- Builder
- Builder 22%
- Operator
- Operator 34%
- Investor
- Investor 44%
Reality
- Evidence60
- Adoption40
- Hype gap+35
- Incentives70
- Confidence62
TypeSafe AI's Jev puts routine decisions on the automation agenda
TypeSafe AI's Jev, a model that returns scored decisions, is in some developers' products after a launch video drew almost 40 million views on X. The evidence so far is hackathon testimony, so the useful work for leaders this quarter is finding which routine decisions can be split into narrow questions.
Reality
- Evidence30
- Adoption20
- Hype gap+45
- Incentives60
- Confidence35
Harvey's cost of serving a dollar of revenue tripled in six months
A March 2026 update lifted usage and inverted Harvey's gross margin, from about 50% to minus 50%. Its answer is Tenet, a legal model post-trained on the open-weight Kimi K3 base and run on compute it controls.
Reality
- Evidence26
- Adoption44
- Hype gap+34
- Incentives55
- Confidence37
ElevenLabs' staff tender cleared at 63 cents of the next round's pre-money mark
An AWS survey of more than 3,400 founders puts the AI-native billion-dollar valuation at about 3.5 years and half the staff. Employee tenders are where that speed becomes cash, at a discount to the next mark.
Reality
- Evidence36
- Adoption30
- Hype gap+34
- Incentives78
- Confidence52
Meta's Muse agent booked a Santa Monica hotel room twice after misreporting the payment
A Benzinga reviewer's two-night Marriott booking went through while Muse reported that the card had not been charged. Shown a screenshot of the charge, the agent booked a second room, and a clerk canceled it.
Reality
- Evidence42
- Adoption30
- Hype gap+38
- Incentives40
- Confidence45
Moonshot's $50bn mark prices Kimi at 25 times a run-rate it has yet to reach
Moonshot told investors its annual recurring revenue passed $1bn in August and will double again by December, figures shared privately while it raises at about $50bn and Anthropic accuses it of routing Kimi prompts to Claude.
Reality
- Evidence30
- Adoption38
- Hype gap+45
- Incentives80
- Confidence42
Silicon Valley's run-rate revenue math multiplies one strong month by twelve
Seoul Economic Daily reports that AI startups increasingly annualize a single month because usage billed in tokens does not qualify as recurring revenue. OpenAI books net of partner shares; Anthropic books gross.
Reality
- Evidence30
- Adoption
- Not scored
- Hype gap+20
- Incentives45
- Confidence35
$3.3bn of disclosed cash minted $26bn of new unicorn value in August
Crunchbase counted 29 additions to its unicorn board in August, worth about $63bn, and across the nine AI, software and semiconductor entrants with disclosed terms, every dollar of new cash set roughly eight dollars of paper.
Reality
- Evidence50
- Adoption24
- Hype gap+32
- Incentives66
- Confidence45
Harvey buys Guardrails AI to test agents left working on legal tasks for hours
The $550mn round at $15.6bn gets the attention, but Harvey's fourth acquihire of the year bought a team whose product is testing how agents behave across a long run nobody watched. That is the part a buyer can use.
Reality
- Evidence45
- Adoption66
- Hype gap+20
- Incentives78
- Confidence48
Perplexity triples revenue on an app audience that grew 45%
The Information puts Perplexity's annualized revenue above $750m, up from under $250m in January, and the app user counts grew nowhere near that fast, which makes metered credits and enterprise seats the thing a buyer is actually pricing.
Reality
- Evidence38
- Adoption62
- Hype gap+24
- Incentives72
- Confidence40
buildOne report1 publisher Cognition's $47bn ask prices Devin at about 94 times its own run rate
The round is still under negotiation, but the multiple it implies will outlast the negotiation. That multiple is the figure every seller of coding agents will get measured against the next time procurement asks why the seat price moved.
Reality
- Evidence34
- Adoption54
- Hype gap+37
- Incentives71
- Confidence44
Skild AI's brains are on hundreds of factory robots, and the buying decision moves up a layer
A $14 billion valuation on roughly $30 million of half-year revenue, and three arm makers now shipping someone else's model inside machines they sell under their own names.
Reality
- Evidence32
- Adoption44
- Hype gap+42
- Incentives71
- Confidence34
Nvidia's Perplexity talks move its money one layer further from its own chips
A reported check into a company that rents its compute instead of buying GPUs pushes the circular financing question one step further from anything a filing will show.
Reality
- Evidence28
- Adoption54
- Hype gap+26
- Incentives66
- Confidence36
buildConfirmed2 publishers Bloomberg says SpaceX approached Cognition. Its CEO says no talks happened. Either way, the pattern is compute traded for developer data, and that reprices any single-vendor coding bet.
Reality
- Evidence58
- Adoption52
- Hype gap+24
- Incentives66
- Confidence56
The AI accounting startup raised $100mn led by ICONIQ and names Oracle, SAP, Workday, Microsoft and NetSuite as pre-AI relics. Its proof point is a finance team of three.
Reality
- Evidence42
- Adoption56
- Hype gap+34
- Incentives84
- Confidence58
Gamma says it hit $100m ARR with 50 people, and 15 months of profit to go with it
The presentation startup's numbers, as told to The Next Web, undercut the assumption that AI application companies have to burn cash to grow. The multiple investors paid still assumes growth.
Reality
- Evidence30
- Adoption62
- Hype gap+32
- Incentives78
- Confidence42
EliseAI's $3.7B markup prices the boring layer above its entire software market
A reported $300M round at 68% over August's price values a tenant-texting workflow tool at more than half the property management software market it sells into.
Reality
- Evidence28
- Adoption48
- Hype gap+34
- Incentives66
- Confidence41