The closest alternative to Gemini 3.1 Pro Preview is Qwen3.7 Max — comparable intelligence (46.0 vs 46.5); for a cheaper option, GPT-5.6 Terra runs $1.00/M vs $2.00/M; and the best open-weight substitute is Kimi K3.
Qwen3.7 Max is the closest alternative to Gemini 3.1 Pro Preview, with an Intelligence Index of 46.0 (Gemini 3.1 Pro Preview scores 46.5) at $1.48 per million input tokens.
Yes — GPT-5.6 Terra costs $1.00 per million input tokens versus $2.00 for Gemini 3.1 Pro Preview, while staying within ~8 points of its Intelligence Index.
Kimi K3 is the strongest open-weight alternative to Gemini 3.1 Pro Preview — downloadable from Hugging Face and self-hostable, scoring 57.1 on intelligence.