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Same task, Chinese vs English prompts: how much difference

Experiment design set, results await raw records

Lab / PromptAwaiting claimCompiled 2026-11-14
This page gives only the experiment design, not the results. Numbers we haven’t run are never written; paste raw records into the table after running, then write the conclusion.

Question to answer

Same task, run once with a Chinese prompt and once with an English prompt — how much do output quality, token cost, and stability differ?

Control groups

Chinese prompt group / English prompt group; task and model identical, 3 runs each.

Environment & version

Host version
To fill
Model ID
To fill
Mode / permissions
Keep both groups identical
Input files
Record hashes so both runs use the same files

Fields to log

#FieldResult
1Host and modelto be tested
2Task and input hashto be tested
3Output quality scoreto be tested
4Input / output tokensto be tested
5Failure and retriesto be tested

Conclusion

To be tested. Any conclusion must also state what it can't generalize to.

Why we don’t write results yet

Some models are more sensitive to English prompts; this site records raw data and does not endorse any model.

Claim this experiment Back to labs