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GPT-6 Luna → Claude Haiku 5.5: cost per request on six tasks

Claude Haiku 5.5 costs about the same as GPT-6 Luna per request on six common tasks. It costs no more per result that works if its results work first time at least as often as GPT-6 Luna's.

List prices per million tokens

ModelInputCached inputOutput
GPT-6 Luna$0.10$0.01$0.50
Claude Haiku 5.5$0.10$0.01$0.50

Prices checked 2026-11-12.

Cost per 1,000 requests

TaskGPT-6 LunaClaude Haiku 5.5ChangeCheaper per result that works if it works first time at least
Support bot answerInstructions, three help-centre passages and the customer's question in; a short answer out.$0.45$0.45Sameas often as GPT-6 Luna
Invoice field extractionInstructions and one invoice's text in; about 15 fields as JSON out.$0.38$0.38Sameas often as GPT-6 Luna
Lead scoringScoring rules and one lead's form answers in; a score and a one-line reason out.$0.17$0.17Sameas often as GPT-6 Luna
Email reply draftInstructions and the email thread so far in; a reply of about 300 words out.$0.35$0.35Sameas often as GPT-6 Luna
TranslationInstructions and about 500 words of text in; the same text in another language out.$0.49$0.49Sameas often as GPT-6 Luna
Search re-rankingA search query and 20 result snippets in; the ids of the best five, in order, out.$0.42$0.42Sameas often as GPT-6 Luna

Token counts are typical sizes, not measurements.

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