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Build Fast, Cheap, Long-Running Agents on SambaCloud MiniMax M3.1 Flash is the next-generation Flash model from MiniMax, built for agentic tasks, coding, computer use, and cybersecurity. It delivers a generational leap in capability over its predecessor while making inference nearly 3x faster and cutting usage costs by 70%. It hits 73.7% on DeepSWE v1.1 , 61.7 on OSWorld V2 , and 82% on CyberGym , placing it alongside top models on the benchmarks that matter for real-world agents. Read the full MiniMax M3.1 Flash announcement here. MiniMax M3.1 Flash is the latest model from MiniMax and it's now available on SambaCloud at over 200 tokens/s. Note: MiniMax M3 on SambaCloud is being rerouted to MiniMax M3.1 Flash. If you are calling MiniMax M3, your requests will be served by MiniMax M3.1 Flash. Please update your model string to MiniMax-M3.1-Flash. Why Use MiniMax M3.1 Flash? 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