The tokens per second speed measurement is highly inflated nowadays because most of the tokens went into thinking. I wonder if there is a more realistic measurement for "effective speed", which accounts for thinking efficiency.
Many benchmarks now measure the total cost or energy usage per completed task.
Many benchmarks now measure the total cost or energy usage per completed task.