claude-code - 💡(How to fix) Fix Opus 4.7 tokenizer change creates systematic pricing disadvantage for Latin-script non-English users

Official PRs (…)
ON THIS PAGE

Recommended Tools

×6

Utilities matched from this issue’s tags and category — try them while you read without losing context.

GitHub issue graph ai analysis

Paste a GitHub issue URL. We fetch that issue, discover linked issues from bodies/comments/timeline, collect linked pull requests, and produce a structured English report.

The report is written in English Markdown for sharing and archival.

Helpful · Quick feedback

Loading…
RAW_BUFFERClick to expand / collapse

The Claude Opus 4.7 tokenizer change introduces a structural pricing disadvantage for Latin-script non-English users (Hungarian, Polish, Czech, Romanian, etc.).

The new tokenizer was optimized to reduce token counts for CJK and Arabic scripts — a legitimate improvement. However, the tradeoff is that the same content in Hungarian now produces ~1.3–1.47× more tokens compared to Opus 4.6, while the per-token price remains unchanged.

This means Hungarian (and similarly affected) users are effectively paying 30–47% more per task than English or CJK users for the same information content. This is not a minor inconvenience — it's a systematic pricing disparity baked into the model layer, invisible to users who don't audit their token counts.

Requested action:

  1. Publish per-language tokenization efficiency benchmarks for Opus 4.7 vs 4.6 so affected users can make informed decisions.
  2. Consider language-aware token allocation adjustments for subscription plans (as already requested for CJK users in #26401).
  3. If the tokenizer tradeoff is permanent, provide a clear migration path or pricing adjustment for disproportionately affected language groups.

Affected users have no visibility into this cost increase — it's hidden behind an "unchanged price" narrative while the effective cost per task has meaningfully increased.

Related: #26401

Vote matrix · Quick signals

Works
Did the solution work? Tap to confirm.
Easy Fix
Was it a quick fix?
Time Saver
Did it save you time?
Blocking
Was it severely blocking?
Common Issue
Are others likely hitting this too?
Flaky / Intermittent
Is it intermittent?
Verified / Reproducible
Can you reproduce it reliably?
Loading…

Still need to ship something?

×6

Another batch ranked right after the header list — different links, same matching logic.

Back to top recommendations

TRENDING

claude-code - 💡(How to fix) Fix Opus 4.7 tokenizer change creates systematic pricing disadvantage for Latin-script non-English users