There is very little daylight between Gemini 3.8 Flash (High) (Google) and GPT-6 Luna (Max) (OpenAI) on the overall index. This page is written automatically from catalogue numbers only: benchmark scores, list prices and measured speed. Cost is where they split the most, with GPT-6 Luna Max working out at about 13% of Gemini 3.8 Flash High's blended rate.
What they cost
The list prices are $0.75 in and $3.75 out for Gemini 3.8 Flash High, and $0.10 in and $0.50 out for GPT-6 Luna Max, per million tokens. That makes GPT-6 Luna Max's output 87% cheaper.
Take 1 million input tokens and 200,000 output tokens: that comes to $1.50 on Gemini 3.8 Flash High and $0.20 on GPT-6 Luna Max. A bigger example, a month of coding-assistant traffic at 30 million input and 3 million output tokens, costs $33.75 on Gemini 3.8 Flash High and $4.50 on GPT-6 Luna Max: a gap of $29.25. On a 3:1 blend of input to output tokens, that works out to $1.50 versus $0.20 per million.
When they came out
GPT-6 Luna Max arrived on September 22, 2026, 20 days after Gemini 3.8 Flash High (September 2, 2026). That is close enough to count them as the same generation.
Throughput and time to first token
Measured output speed is 121 tokens per second for Gemini 3.8 Flash High and 121 tokens per second for GPT-6 Luna Max. There is little to choose between them on raw output speed. The wait for the first token averages 27 seconds on Gemini 3.8 Flash High against 2.0 minutes on GPT-6 Luna Max. GPT-6 Luna Max waits 4.5 times as long before its first token. A first-token wait of that length suits background work better than live conversation.
Put together, a 2,000-token answer would take about 44 seconds from Gemini 3.8 Flash High and 2.3 minutes from GPT-6 Luna Max, counting the first-token wait.
The headline benchmark
On the intelligence index, Gemini 3.8 Flash High scores 30.8 against 27.9 for GPT-6 Luna Max. The lead is visible but narrow, so it should not decide the choice on its own. Put another way, GPT-6 Luna Max would need 10% more on this index to draw level.
Among 109 active scored models, Gemini 3.8 Flash High sits 50th and GPT-6 Luna Max 62nd.
For coding or maths work specifically, the catalogue has no dedicated index on either side yet.
Cost per point of intelligence
Per point of intelligence index, Gemini 3.8 Flash High costs $0.049 of blended price per million tokens and GPT-6 Luna Max $0.0072. Gemini 3.8 Flash High costs 6.8 times as much per point, which is the price of its lead.

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