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SOLVENCY

Head to head

GPT-5.6 Luna vs o3-pro

GPT-5.6 Luna: currento3-pro: legacyheavy tier

No verdict

Cost per solved task needs a published pass rate for both models. At least one has none, so it is reported as missing rather than estimated.

verified 2026-08-21 · prices from each provider's pricing page

Input $/M tokens

lower is better

  • GPT-5.6 Luna$0.2
  • o3-pro$20

Output $/M tokens

lower is better

  • GPT-5.6 Luna$1.2
  • o3-pro$80

Cost per solved task

needs a pass rate for both

  • GPT-5.6 Lunamissing
  • o3-pro$19.08
GPT-5.6 Lunao3-pro
Input $/Mtok$0.2$20
Output $/Mtok$1.2$80
Cached input $/Mtok$0.02missing
Pass ratemissing85%
Pass rate sourcemissingAider
Cost basismissingmodelled
Cost per solved taskmissing$19.08

verified 2026-08-21 · heavy task tier; measured rows ignore the tier· Methodology· GPT-5.6 Luna· o3-pro