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Ara Kharazian

Economist at Ramp who studies enterprise AI adoption and spending trends, tracking how businesses allocate budgets across AI vendors.

Known aliases

  • Kharazian

Current stories

investOne report1 publisher

OpenAI climbs to about half of shared customers' AI spending after cutting its smallest model's price 80%

OpenAI roughly matched Anthropic in September on spending by about 120,000 shared customers, up from a quarter at the start of the year, OpenRouter data shows. Both labs are now cutting small-model prices before planned IPOs, so share costs each of them revenue per request.

Publishers:livemint.com trendingtopics.eu

Reality

Evidence55
Adoption60
Hype gap+20
Incentives60
Confidence55
investConfirmed7 publishers

Anthropic's reported $11.6B quarter puts OpenAI's 18% on the defensive before either lists

Reported quarterly revenue of $11.6 billion against OpenAI's $6.7 billion resets the enterprise-AI question. The pricing and concentration data underneath it flatter neither company.

Perspective Coverage

7 publishers
Builder
Builder 16%
Operator
Operator 25%
Investor
Investor 59%

Reality

Evidence58
Adoption50
Hype gap+30
Incentives78
Confidence60
investOne report1 publisher

Ramp's index shows US companies using about 50% more AI tokens on a smaller bill

Ramp's AI Index shows US corporate token use up about 50% since July while AI spending fell, as effective token prices dropped 41%. Usage has not grown enough to cover the price cut, so competition between OpenAI and Anthropic has so far moved revenue from the two sellers to their customers.

Reality

Evidence40
Adoption60
Hype gap+25
Incentives
Not scored
Confidence45
investConfirmed16 publishers

Sol's 27-cent benchmark task undercuts Opus 5 by more than eleven times

Anthropic and OpenAI shipped cheaper model tiers minutes apart on Tuesday. OpenAI halved Sol's posted token prices, and the only per-task cost comparison between the two labs so far comes from OpenAI itself.

Perspective Coverage

16 publishers
Builder
Builder 29%
Operator
Operator 35%
Investor
Investor 36%

Reality

Evidence62
Adoption25
Hype gap+25
Incentives70
Confidence60
productOne report1 publisher

OpenAI cuts prices on new GPT-6 Sol and Luna models

Sol now bills $2 and $10 per million tokens and Luna $0.10 and $0.50, while OpenAI quotes its own benchmark results per task, where the cheap model lands 2.2 points behind Sol on the software engineering test.

Publishers:thenextweb.com

Reality

Evidence42
Adoption55
Hype gap+25
Incentives78
Confidence52
investOne report1 publisher

Ramp's heaviest AI spenders cut per-employee spend 9.7% to $7,205 in August

Ramp's September index has the top 1% of US AI buyers paying $7,205 a head. Its chief economist points to August vacations, cheaper tokens and a steady migration down from frontier models.

Publishers:the-decoder.com

Reality

Evidence52
Adoption66
Hype gap+10
Incentives58
Confidence50
investOne report1 publisher

Ramp's top AI spenders outbuy the median business 619-fold per employee

Ramp's 80%-from-1% figure travelled fast, but the spend table underneath it prices the trade better, because the top percentile's $7,400 per employee per month is a wage bill rather than a software line.

Publishers:getcoai.com

Reality

Evidence55
Adoption42
Hype gap+20
Incentives62
Confidence48
investOne report1 publisher

OpenAI outgrows Anthropic in Q3 to date across Ramp's 70,000-business panel

Anthropic still leads by about four points in Ramp's July card data, and the gap has doubled since May, yet Ramp's own economist says OpenAI is the faster grower in the quarter to date, which leaves that July snapshot doing very little work.

Publishers:techcrunch.com

Reality

Evidence40
Adoption63
Hype gap+22
Incentives62
Confidence47
investOne report1 publisher

Ramp counts 6.1% of AI-spending businesses paying for platforms that serve Chinese weights

The share buying model-serving platforms went from 4.5% in January to 6.1% in July, and two named buyers have now moved production work onto Chinese open weights while incumbent revenue has not yet moved.

Publishers:fortune.com

Reality

Evidence54
Adoption38
Hype gap+21
Incentives66
Confidence55
investOne report1 publisher

OpenAI is gaining on Anthropic in Ramp's data, and the lever was price, not capability

Ramp's July file still has Anthropic ahead on business adoption, and the month's gain went its way too. The catch-up story rests on a list price and a data-retention notice.

Publishers:qz.com

Reality

Evidence52
Adoption71
Hype gap+28
Incentives66
Confidence48
investOne report1 publisher

The $200 AI seat is a subsidy: ceiling users pull 40x to 70x what they pay

SemiAnalysis says a $200 plan can yield $8,000 of Anthropic API-equivalent usage and $14,000 of OpenAI's. Even the best published caching fix leaves the gap several times wide.

Reality

Evidence32
Adoption44
Hype gap+34
Incentives58
Confidence38
productOne report1 publisher

Card data, not vendor decks: the enterprise AI split is unsettled, not settled

Ramp puts Anthropic at nearly 44% of its paying business users in July, OpenAI at nearly 40%. The lead is wider than in May, but the growth rate now runs the other way.

Publishers:techcrunch.com

Reality

Evidence52
Adoption74
Hype gap+14
Incentives58
Confidence55