On October 19, 2026, MiniMax officially launched M3.1 Flash, a new artificial intelligence model purpose-built for agentic workflows. Built on a Mixture-of-Experts (MoE) architecture with 428 billion total parameters and 23 billion active parameters per inference, a 1 million token context window, and an input price of just $0.15 per million tokens, M3.1 Flash is one of the most competitive cost-performance offerings currently available for business automation. The model, which circulated anonymously as 'Space Bunny' during early testing, is now live through the MiniMax API and the M Plan subscription, with open model weights scheduled for release on October 23.
What Did MiniMax Announce with M3.1 Flash?
M3.1 Flash stands out on agentic benchmarks: 73.7% on DeepSWE v1.1 (autonomous software engineering), 61.7 on OSWorld V2 (desktop interface automation via Computer Use), and 82% on CyberGym (autonomous cybersecurity). It accepts text, images, and video as input. Pricing is $0.15 per million input tokens, $0.015 per million cached input tokens, and $0.60 per million output tokens — a reported 70% reduction in cost for agentic tasks compared to comparable alternatives. Inference speed is nearly 3x faster than its predecessor M3.1.
"A model with a 1-million-token context window at $0.15/M input tokens isn't just a technical upgrade — it's the unlock that makes sophisticated AI agents economically viable for small and medium businesses without Fortune 500 budgets."
Davarion Group & LabsReal Impact for SMBs
- 01Customer support agents that read full contracts, conversation history, and knowledge bases in a single call using the 1M-token context — no more truncating critical information mid-task.
- 02Desktop task automation (Computer Use): the model can control graphical interfaces, open applications, and complete repetitive workflows such as entering data into an ERP or booking through a legacy reservation system.
- 03Cost-effective at scale: at $0.15/M input tokens, an agent processing 10 million tokens per month costs just $1.50 in input — accessible for businesses of any size.
- 04Open weights arriving October 23: businesses will be able to self-host the model on private infrastructure or private clouds, eliminating external dependencies and reducing latency.
For businesses currently relying on rule-based automations or simple n8n/Zapier workflows, M3.1 Flash opens the door to reasoning agents: ones that can read a long email, query a CRM, compare against an internal policy, and draft a personalized response — all in seconds. The 1-million-token context window means these agents can work with entire documents, customer databases, or full conversation histories without losing context, something earlier models couldn't do in an economically viable way for an SMB.
At Davarion Group & Labs, we are already evaluating MiniMax M3.1 Flash integration into our automation pipelines for clients in Houston TX and across Latin America. If your business wants to deploy AI agents that process lengthy documents, automate desktop tasks, or manage high-volume customer service workflows at a fraction of the previous cost, reach out at davarion.com. We can help you design, test, and deploy these solutions in weeks, not months.
