# MiniMax M3.1 Flash Now Available on SambaCloud

DevFeed: [MiniMax M3.1 Flash Now Available on SambaCloud](<https://devfeed.tech/articles/minimax-m3-1-flash-now-available-on-sambacloud-98650.md>)

Original publisher: [Read original article](<https://sambanova.ai/blog/minimax-m3.1-flash-now-available-on-sambacloud>)

Author: SambaNova

Published: 2026-10-24T03:19:34Z

Content type: release

Language: en

Sources: [Sambanova](<https://devfeed.tech/sources/sambanova.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [agentic-coding](<https://devfeed.tech/topics/agentic-coding.md>), [LLM evaluation / benchmarking](<https://devfeed.tech/topics/llm-evaluation-benchmarking.md>), [LLM optimization](<https://devfeed.tech/topics/llm-optimization.md>), [Cybersecurity](<https://devfeed.tech/topics/cybersecurity.md>), [AI-assisted coding](<https://devfeed.tech/topics/ai-assisted-coding.md>), [Loop Engineering](<https://devfeed.tech/topics/loop-engineering.md>), [Frontier AI](<https://devfeed.tech/topics/frontier-ai.md>)

Tags: [agentic](<https://devfeed.tech/tags/agentic.md>), [agentic-tasks](<https://devfeed.tech/tags/agentic-tasks.md>), [agents](<https://devfeed.tech/tags/agents.md>), [benchmarks](<https://devfeed.tech/tags/benchmarks.md>), [blog](<https://devfeed.tech/tags/blog.md>), [coding](<https://devfeed.tech/tags/coding.md>), [computer-use](<https://devfeed.tech/tags/computer-use.md>), [cost](<https://devfeed.tech/tags/cost.md>), [cybergym](<https://devfeed.tech/tags/cybergym.md>), [cybersecurity](<https://devfeed.tech/tags/cybersecurity.md>), [deepswe-v1-1](<https://devfeed.tech/tags/deepswe-v1-1.md>), [faster](<https://devfeed.tech/tags/faster.md>), [inference](<https://devfeed.tech/tags/inference.md>), [long-running-agents](<https://devfeed.tech/tags/long-running-agents.md>), [m3-1-flash](<https://devfeed.tech/tags/m3-1-flash.md>), [minimax](<https://devfeed.tech/tags/minimax.md>), [minimax-m3-1-flash](<https://devfeed.tech/tags/minimax-m3-1-flash.md>), [model](<https://devfeed.tech/tags/model.md>), [osworld](<https://devfeed.tech/tags/osworld.md>), [osworld-v2](<https://devfeed.tech/tags/osworld-v2.md>), [performance](<https://devfeed.tech/tags/performance.md>)

## AI overview

MiniMax M3.1 Flash is available on SambaCloud at over 200 tokens/s, with the source reporting nearly 3x faster inference and 70% lower usage costs than its predecessor. It highlights results of 73.7% on DeepSWE v1.1, 61.7 on OSWorld V2, and 82% on CyberGym, alongside claims of strong performance in enterprise workflow automation, coding, computer use, and cybersecurity. The source describes DeepSWE as testing independent codebase work and validation, and OSWorld V2 as measuring computer operation across applications. MiniMax M3 requests on SambaCloud are being rerouted to M3.1 Flash; callers are asked to change the model string to `MiniMax-M3.1-Flash`. The supplied text includes a Python API example for making a chat completion request.

## Source excerpt

Frontier Agentic Performance at a Fraction of the Cost. 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.