Surprising screenshot - Most token usage is non-coders (openrouter ranking)

Reddit r/LocalLLaMA / 4/21/2026

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Key Points

  • An OpenRouter ranking screenshot suggests that the majority of token usage comes from non-coding applications rather than coding-focused ones.
  • Of the top 10 coding agent apps shown, 6 are described as not being truly coding-centric, implying a potential mismatch between app labels and actual usage.
  • The commenter notes that Opencode is not even in the top 10, which further challenges assumptions about what dominates token consumption.
  • The discussion invites clarification about whether other tools (e.g., Hermes, OpenClaw) have replaced Opencode specifically for coding use cases.
Surprising screenshot - Most token usage is non-coders (openrouter ranking)

Just browsing this page and was shocked to see this.

- 6 out of the top 10 coding agent apps are non-coding.

- Opencode is not even top 10

I know some folks use Hermes for coding. Would be happy to be corrected if hermes and openclaw have become coding replacements for opencode.

submitted by /u/superloser48
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