Will the OpenRouter LLM input:output token ratio exceed 100 in June 2026?

Ṁ100Ṁ259

resolved Jun 8

Resolved

ALL

This will resolve by taking the most popular model by $ volume (i.e. token volume * input token price) on OpenRouter, and considering a 7 day unweighted average of “prompt tokens divided by (output tokens + reasoning tokens)”

For example, currently, the top model by the above criteria is Sonnet 4, https://openrouter.ai/anthropic/claude-sonnet-4/activity, and the average would be about 50.

This will resolve using data from Jun 1-7 2026.

Market context

Technology

LLMs

OpenRouter

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Looks like the most popular model by $ volume rn is Opus 4.7 (https://openrouter.ai/anthropic/claude-opus-4.7/activity)

It seems to have an input:output ratio around ~80 at the time of market close, thus the market resolves NO.

sold Ṁ9 NO

I don't understand how you are calculating the ratio. Can you explain it with more detail?

@Eternal On this page: https://openrouter.ai/anthropic/claude-opus-4.8/activity
Add together "Completion" and "Reasoning" tokens.
Then divide "Input" tokens by that number.

Currently, it looks under 100, something like 50-80

Ultimately this question seeks to ask: "There's currently a trend where LLMs are reading more content per unit of output, will this trend continue?"

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