Choosing between GPT-5.6 Luna (Max) and MiniMax-M3 also means choosing between OpenAI and MiniMax. MiniMax-M3 starts answering far sooner, with a time to first token of 0.82 seconds compared with 108 seconds for GPT-5.6 Luna Max. What follows is built entirely from tracked data, so where the catalogue is silent, this page says so instead of guessing.
How fast they respond
Measured output speed is 125 tokens per second for GPT-5.6 Luna Max and 121 tokens per second for MiniMax-M3. Throughput is close to level. The wait for the first token averages 108 seconds on GPT-5.6 Luna Max against 0.82 seconds on MiniMax-M3. GPT-5.6 Luna Max waits 132 times as long before its first token. Waits that long are felt on every chat-style request, though they matter less for batch jobs.
Add the two numbers up for a 1,000-token reply and MiniMax-M3 finishes first: 116 seconds for GPT-5.6 Luna Max, 9.1 seconds for MiniMax-M3.
Which is newer
MiniMax-M3 came first, on June 1, 2026; GPT-5.6 Luna Max followed on July 9, 2026. They are effectively contemporaries.
Reasoning and overall scores
On the intelligence index, GPT-5.6 Luna Max scores 23.8 against 18.9 for MiniMax-M3. A lead of this size is hard to dismiss as noise.
Among 109 active scored models, GPT-5.6 Luna Max sits 70th and MiniMax-M3 79th.
Specialist coding and math indexes are missing for both, so treat the overall score as the only capability signal here.
Cost: GPT-5.6 Luna Max is cheaper
The list prices are $0.20 in and $1.20 out for GPT-5.6 Luna Max, and $0.30 in and $1.20 out for MiniMax-M3, per million tokens. Output rates are close, so the input rate does most of the work in favour of GPT-5.6 Luna Max.
For a sample workload of 1 million input tokens and 200,000 output tokens, GPT-5.6 Luna Max would cost $0.44 and MiniMax-M3 $0.54, a difference of $0.10. For a chat app with 50,000 sessions of 800 input and 300 output tokens, GPT-5.6 Luna Max would come in 13% lower: $26.00 for GPT-5.6 Luna Max against $30.00 for MiniMax-M3.
Value for money
Per point of intelligence index, GPT-5.6 Luna Max costs $0.019 of blended price per million tokens and MiniMax-M3 $0.028. With the higher score and the lower cost per point, GPT-5.6 Luna Max is the better value per point on these numbers.

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