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PricesCompare → GPT-5.6 Terra vs GPT-5.6 Luna

GPT-5.6 Terra vs GPT-5.6 Luna: API cost compared

GPT-5.6 Terra lists at $1.000 in / $6.000 out per 1M tokens. GPT-5.6 Luna lists at $0.100 in / $0.600. Sticker price only tells you so much — below is what each actually costs across eight production workloads.

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Cheaper on more workloads
GPT-5.6 Luna
wins 8 of 8
Blended rate gap
10.0x
at 3:1 in:out

Side by side

GPT-5.6 TerraGPT-5.6 Luna
ProviderOpenAIOpenAI
Input per 1M$1.000$0.100
Output per 1M$6.000$0.600
Cached input per 1M$0.100$0.010
Context window400k400k
Blended per 1M (3:1)$2.250$0.225

Monthly cost by workload

Caching applied at each workload's typical hit rate. This is where the two models actually separate.

WorkloadGPT-5.6 TerraGPT-5.6 LunaCheaperDifference
Customer support chatbot$146.40$14.64GPT-5.6 Luna$131.76 (90%)
RAG document Q&A$196.00$19.60GPT-5.6 Luna$176.40 (90%)
Coding agent$104.50$10.45GPT-5.6 Luna$94.05 (90%)
Bulk summarization$1,386$138.60GPT-5.6 Luna$1,247 (90%)
Structured data extraction$1,870$187.00GPT-5.6 Luna$1,683 (90%)
Long-form content generation$254.60$25.46GPT-5.6 Luna$229.14 (90%)
Email triage agent$432.50$43.25GPT-5.6 Luna$389.25 (90%)
Translation pipeline$1,645$164.47GPT-5.6 Luna$1,480 (90%)
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How to read this

GPT-5.6 Luna is cheaper on the majority of these workloads, but "majority" is not the decision. The output:input price ratio is 6.0 for GPT-5.6 Terra and 6.0 for GPT-5.6 Luna. If your traffic is output-heavy — long-form drafting, translation — the model with the lower output price wins regardless of what the input price suggests. If you are input-heavy — RAG, bulk summarization, agents re-reading a codebase — the cached input rate matters more than either headline number.

Cost is also not the only axis. This site does not benchmark quality, latency, or rate limits, and a model that is 3x cheaper but needs two attempts per task is not cheaper. Use these numbers to size a bill, then validate on your own evals.

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Cost calculator

Enter your own numbers, or start from a workload preset. Costs are monthly and update as you type.

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