When to Choose Each Option
Clear guidance based on your specific situation and needs.
Our Recommendation
Quality first: MiMo-V2.6-Pro. It leads the intelligence index by 9 points, has the cheaper output ($0.87 vs. $1.20 per 1M tokens) and, as an open-weight model, it can be self-hosted. Volume first: GPT-5.6 Luna. At $0.20 per 1M input tokens it is the better long-document processor, and at 159 vs. 125 tokens/s it is the faster model for sequential calls. The price crossover sits at 42 percent output share: above it MiMo is cheaper overall, below it Luna. Example: a report with 3,000 input and 400 output tokens costs about $0.00108 with Luna vs. $0.00165 with MiMo. A draft with 1,000 input and 1,500 output tokens costs $0.00174 with MiMo vs. $0.0020 with Luna. The context window (about 1M tokens each) does not separate them.
- Choose MiMo-V2.6-Pro (Open Weight) when...
- Answer quality decides — e.g., drafts and summaries of dense specialist texts.
- Your pipeline has an output share above 42 percent of tokens — then MiMo is cheaper overall.
- You want to self-host the open-weight model, on-prem or with your own cache.
- Choose GPT-5.6 Luna (API) when...
- You mostly process long inputs with short outputs — document extraction, classification, search indexing.
- Speed is critical because calls run sequentially — Luna delivers about 27 percent more tokens per second.
- You prefer a managed API without hosting yourself.