Tokens Per Dollar: The Fairest Way to Compare Model Value
Headline per-million prices hide real value because models differ in verbosity and capability. Tokens per dollar reframes the question as how much output each dollar actually buys, which is what your budget cares about.
Price per token is only half the story
A model that is cheap per token but rambling can cost more per finished task than a pricier, more concise one. Tokens per dollar — combined with how many tokens a task needs — is a better guide than the sticker rate alone.
Match the metric to your mix
Because input and output are priced differently, compute tokens per dollar on your real input:output ratio, not a generic blend. A model can look great on cheap input and poor once output-heavy work is included.
Calculators for this topic
Frequently asked questions
What does tokens per dollar mean?+
How many tokens you can buy for one dollar at a model rate — a quick way to compare value across models.
Which model gives the most tokens per dollar?+
It changes constantly as prices move; check the calculator against today's rates for your input:output mix.