GPT-6 Luna vs Gemini 2.5 Flash-Lite: API cost comparison

For a typical chatbot (1,500 input + 400 output tokens, 100,000 requests a month), Gemini 2.5 Flash-Lite is 9% cheaper: $31.75 vs $35.00 for GPT-6 Luna. Paste your own prompt below to compare the exact cost of your workload.

0 characters0 words0 tokens (GPT o200k)

ModelInput tokensPrice / 1M (in → out)Per requestPer month
GPT-6 Luna$0.1 → $0.5
Gemini 2.5 Flash-Lite$0.1 → $0.4

≈ = estimated token count: only OpenAI publishes its tokenizer. Claude counts use Anthropic’s published ratios; use the count_tokens API for an exact number.

Price per million tokens

USD, standard tier. Prices checked on October 28, 2026.

GPT-6 LunaGemini 2.5 Flash-Lite
Input$0.1$0.1
Output$0.5$0.4
Cached input$0.01$0.01
Cache write (5 min)Not charged separatelyNot charged separately
Long promptsAbove 272K tokens: $0.2 / $0.75Same price at any length
Batch API50% off50% off
ProviderOpenAI (GPT)Google (Gemini)

Monthly cost for common workloads

WorkloadGPT-6 LunaGemini 2.5 Flash-Lite
Chatbot
1,500 input + 400 output tokens, 100,000 requests a month
$35.00$31.75
Document Q&A (RAG)
8,000 input + 500 output tokens, half the input cached, 20,000 requests a month
$13.80$13.24
Long-document summary
150,000 input + 2,000 output tokens, 1,000 requests a month
$16.00$16.55
Bulk classification (Batch API)
500 input + 20 output tokens, 1 million requests a month, Batch API where available
$30.00$30.25

Token counts are converted per model: the same text becomes a different number of tokens on each provider (see below). The cheaper option in each row is highlighted.

Frequently asked questions

Is GPT-6 Luna cheaper than Gemini 2.5 Flash-Lite?

Per million tokens, GPT-6 Luna costs $0.1 / $0.5 (input / output) and Gemini 2.5 Flash-Lite costs $0.1 / $0.4. For a typical chatbot workload (1,500 input + 400 output tokens, 100,000 requests a month), Gemini 2.5 Flash-Lite is 9% cheaper: $31.75 vs $35.00 for GPT-6 Luna. Token counts differ between providers, so compare the cost of the same prompt rather than the price per token.

How much do GPT-6 Luna and Gemini 2.5 Flash-Lite cost per million tokens?

GPT-6 Luna: $0.1 / $0.5 for input / output, $0.01 for cached input. Gemini 2.5 Flash-Lite: $0.1 / $0.4, $0.01 for cached input. Prices in US dollars, standard tier, checked on October 28, 2026.

Do GPT-6 Luna and Gemini 2.5 Flash-Lite count tokens the same way?

GPT-6 Luna's tokenizer is not published; we use the o200k count, which is close for newer OpenAI models. Gemini 2.5 Flash-Lite's tokenizer is not published. We estimate about 1.05× the GPT o200k count for the same text.

Do GPT-6 Luna and Gemini 2.5 Flash-Lite have a Batch API discount?

Both do: GPT-6 Luna gets 50% off and Gemini 2.5 Flash-Lite 50% off for requests sent through the Batch API, which may take up to 24 hours.

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