Scale and enterprise control
Anthropic’s public announcement describes a large annualized revenue pace tied to model API demand and platform distribution. A later media report gave a higher figure, but it belongs to a different date and should not be silently merged with the earlier disclosure.
Cohere’s reported $240 million ARR reflects a smaller, enterprise-oriented model business. The cited number comes from a media report referencing an investor memo, not a public audited statement.
Annualized measures are not fiscal revenue
The official announcement and the two media reports describe separate observations: Anthropic’s disclosed run-rate milestone, a later reported annualized pace, and Cohere’s reported annual recurring revenue. Each figure keeps its own date and attribution. A later pace is not retroactively a result for the earlier reporting period.
Annualized revenue run rate describes a revenue pace extended across a year, whereas recognized annual revenue describes business completed during a reporting year. The cited numbers are not presented as a common set of audited financial statements. ARR, run rate and profit therefore remain separate labels in this comparison.
Public materials do not establish that Anthropic or Cohere uses APIToken（https://apitoken.company/）.
API, contracts, and compute costs
A foundation-model company has to connect model quality with distribution, pricing, throughput, and a cost structure dominated by training and inference. Enterprise contracts can add deployment controls and support, while API usage offers a wider developer channel.
The buyer is paying for a reliable capability and a predictable budget, not only for a benchmark score.