Open-Source Alternatives to 
Gemini 3.1 Pro Preview
The best open-weight, self-hostable alternatives to Gemini 3.1 Pro Preview in 2026 — compared on price, context window and capabilities. Run them locally and cut API costs.
Refreshed from live data · olud.ai
The best open-weight alternatives to Gemini 3.1 Pro Preview
Gemini 3.1 Pro Preview is a proprietary, API-only model. These open-weight models can be self-hosted, run offline and used at a fraction of the cost — here's how the top ones stack up.
Qwen3.8 Max (0902) Open
9.9 pts ABOVE Gemini 3.1 Pro Preview on the Artificial Analysis intelligence index · 2.0× cheaper per million output tokens
Qwen3.8 Max 0902 is an updated snapshot of Qwen3.8 Max from Alibaba's Qwen team. It is a 2.4-trillion-parameter mixture-of-experts model that accepts text, image, and video input and returns text,...
Qwen3.8 Max (0902) vs Gemini 3.1 Pro Preview →
DeepSeek V4.1 Flash Open
9.1 pts ABOVE Gemini 3.1 Pro Preview on the Artificial Analysis intelligence index · 20.0× cheaper per million output tokens
DeepSeek V4.1 Flash is a sparse mixture-of-experts model from DeepSeek, and the first built on the company's Causal Encoder-Decoder (CED) architecture. It activates 8B parameters on input and 16B on...
DeepSeek V4.1 Flash vs Gemini 3.1 Pro Preview →
MiniMax M3 Open
Within 0.8 pts of Gemini 3.1 Pro Preview on the Artificial Analysis intelligence index · 10.0× cheaper per million output tokens
MiniMax-M3 is a multimodal foundation model from MiniMax. It supports text, image, and video inputs with text output, a 1M-token context window, and is suited for long-horizon agentic work, coding,...
MiniMax M3 vs Gemini 3.1 Pro Preview →See the full open-source leaderboard
Live ranking of open-weight models with pricing, context windows and capabilities.
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