Energy in.Intelligence out.
Every AI token starts as pure energy. We don't sell compute. We find you better compute: the right AI model, on the right supplier, at the right price and the lowest carbon.
Tokens can come from anywhere.
Wherever there is clean, affordable power, there can be a token factory. Token Outbound connects the places that make sustainable compute with the people and companies who need it.
A token is work, made from energy.
Strip away the hype and an AI token is thermodynamics. Fuel becomes heat, heat becomes electricity, electricity becomes computation, and computation becomes useful intelligence. Every step has a cost and a loss. We measure them.
Fuel
Gas, coal, uranium, water, wind or sunlight.
Power plant
Conversion efficiency sets the first and largest loss.
Grid
Transmission losses, reliability and price.
Data center
Cooling and overhead, measured as PUE.
Chip
Matrix math and statistics, billions of times a second.
Token
Useful intelligence, ready to export.
Inside the chip, it's matrix math.
A language model is a vast table of numbers. Every token comes from multiplying those numbers together and turning the result into probabilities. That arithmetic is where the electricity goes.
Training
The model learns by running trillions of matrix multiplications over enormous amounts of text, adjusting its numbers until its predictions are good. A large energy investment, made up front.
Inference
Every time the model answers, it runs those same numbers forward to predict the most likely next token, one token at a time. A small cost per token, repeated billions of times a day.
Not all tokens are made equal.
The same model, on the same chip, carries a very different footprint depending on what powers it. Choose a fuel to compare its lifecycle carbon per kilowatt-hour.
Lifecycle median estimates, IPCC Fifth Assessment Report (2014), Annex III. Grid averages vary by country.
Three numbers that explain AI.
Published token prices hide the physics. These measures put every supplier, country and fuel on the same footing.
Tokens per kilowatt-hour
How much intelligence a unit of energy produces. The core efficiency measure.
Tokens produced divided by energy consumed, including cooling.
Cost per million tokens
What intelligence actually costs to make, regardless of the price on the rate card.
Compute cost per hour divided by tokens per hour, times one million.
Carbon per million tokens
The climate footprint of intelligence, traced back to the power plant.
Grid carbon intensity times energy per million tokens.
Where the world's tokens come from.
Nobody publishes how many tokens a country produces or exports. Our first study builds transparent estimates for five countries, each powered by a different fuel, with every assumption shown.
United Arab Emirates
Gas wealth and capital aimed at becoming a regional AI hub.
Malaysia
The Johor data center boom, built largely to serve customers abroad.
Norway
Cheap, nearly carbon-free power and a cool climate. The clean benchmark.
France
A mostly nuclear grid and an existing electricity exporter.
United States
The largest producer and consumer of AI compute. The reference point.
The study is in progress. Findings will be published here and on our newsletter, country by country.
Work with us.
We don't sell compute, and we don't own data centers. That's the point: we work for you, so we can find the right model on the right supplier, at the right price and carbon.
Compute Sourcing
Tell us what you need to run. We shortlist and price vetted suppliers and help you secure capacity.
- Requirements matched to models and suppliers
- Priced shortlist within 10 business days
- Negotiation support on terms and capacity
- You contract directly with the supplier
From $5,000, fixed fee
Start with the token matcherCompute and Power Cost Assessment
Find the lowest real cost of useful AI output for your workloads, and the energy and carbon behind it.
- Benchmark of three or more suppliers
- Cost per million tokens, normalized
- Energy and carbon per million tokens
- A sourcing plan you can act on
From $7,500, fixed fee
Request an assessmentToken Production Feasibility
Find out what your power and land are worth when megawatts are turned into tokens instead of sold as electricity.
- Power supply and interconnection review
- Estimated token output per megawatt
- Cost and carbon position against global peers
- Paths to market and operating partners
From $15,000, fixed fee
Request a feasibility studyHow sourcing works
- Tell us the work.Use the token matcher or a 30-minute call: workload, volume, models, timing, region and carbon goals.
- Get a priced shortlist in 10 business days.Vetted suppliers compared on cost per million tokens, capacity, delivery time and carbon.
- Sign direct, with us in your corner.You contract with the supplier you choose. We help negotiate terms, and you pay our fee, so our advice works for you alone.
Larger programs can be priced as a share of first-year savings instead of a fixed fee. Ask on your first call.
Find your token match.
Six questions. Watch your options take shape as you choose, then get matched with suppliers that fit your workload, budget and carbon goals.
Match found
We can help you with this.
Your requirements fit supply we track. The next step is a short call to confirm details. Within 10 business days we bring you named suppliers and quotes.
Built by an engineer, not a marketer.
Token Outbound was founded by Michael, a licensed Professional Engineer with 30 years of experience in civil engineering, energy, data center and manufacturing facilities, and river and environmental policy.
The idea is simple. Power has always been the input that matters most. Now it makes intelligence too, and the countries and companies that understand that will lead.
Let's talk about your tokens.
Buying compute, producing power, or researching AI and energy? Send a note and we'll reply within two business days.