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Weekly digest · Week of Jul 13, 2026

The cheap end of the market raised its prices

Moonshot priced its biggest model at Anthropic's level and our Qwen quote rose 18%. A solar forecaster cut £30m of grid balancing cost by predicting output better.

Economics
A rack of servers in a data hall, the scarce asset that now sets the floor under model prices.
Kevin Ache / Unsplash

The scarce asset is the machine, not the model

Moonshot is charging $3 and $15 a million tokens for Kimi K3, its 2.8-trillion-parameter model, the same shelf as Anthropic's Sonnet series. No Chinese lab has ever asked that much. Moonshot's own K2.6 went out at $0.95 and $4, and the weights for K3 are promised to the public by July 27.

Our token basket moved the same way, more quietly. Qwen3.7 Max came back at $1.475 in and $4.425 out per million, up 18% in a week, while every neocloud list price in the snapshot held exactly where it was. The cheap end of the market is repricing. The expensive end is standing still.

The reason sits on the supply side. Weights keep getting easier to obtain and compute does not. Anthropic spent the week in early talks to lease roughly $10 billion of capacity from Meta, and a lender wrote a $400 million loan against inference silicon as collateral, which is what financing looks like when the scarce asset is the machine rather than the model. An open-weight lab renting the same GPUs ends up charging like everyone else renting them.

The weights go public on July 27.

Metric move

Qwen3.7 Max rose to $1.475/$4.425 per million tokens from $1.25/$3.75 a week earlier, an 18% increase, while all four neocloud GPU ranges in the snapshot were unchanged.

Spotlight
Aerial view of a solar array laid out across farmland.
Andreas Gücklhorn / Unsplash

The buffer you stop paying for

A grid operator that cannot predict solar output has to buy expensive last-minute backup to cover the error, and the cost lands in consumer bills.

Open Climate Fix, Nov 6, 2025. The developer's own account of Quartz Solar going live in the national control room.

How it works

A model combines satellite imagery, weather and historical PV output to forecast national solar generation days ahead, then refines it minute by minute.

The economics

Open Climate Fix says Quartz Solar is 2.8 times more accurate than NESO's previous tools, avoiding an estimated £30m of imbalance costs and 300,000 tonnes of CO₂ a year.

Who it’s for

Operations lead, Head of planning, Trading desk, Data lead.

Transferable pattern

The return on a forecast is the buffer you stop buying to cover being wrong. The same arithmetic fits safety stock, standby staffing, spare vehicles and overbooking.

Players to watch
NameWhat they doHQStagePosition
Open Climate Fixopen-source solar nowcasting, live in NESO's control roomLondonInstitutionOpen-source
NESOGB system operator, the adopting counterparty hereWarwickInstitutionAdopter
Solcastsatellite-derived irradiance and PV forecast APISydneyMaturePlatform
Amperonmachine-learning load and price forecasts for power tradersHoustonScale-upSpecialist
Camus Energygrid orchestration and distributed-resource forecasting for utilitiesSan FranciscoStartupPlatform
Gridmaticforecast-driven power trading and clean-energy supplyCupertino, CaliforniaChallenger
ENFORDanish wind, solar and heat-load forecasting specialistHolteMatureSpecialist
Utilidatadistributed inference running on grid-edge meter siliconAnn Arbor, MichiganScale-upSpecialist
Modo Energybenchmarking data for battery and flexible grid assetsLondonScale-upSpecialist
Signals

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