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minimax m3.1 flash
Explore minimax m3.1 flash for agent, coding and computer-use jobs — blazing throughput and budget-friendly tokens in one endpoint.
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Built for Teams That Ship With minimax m3.1 flash
The model began life as the anonymous Space Bunny system and is now measured on enterprise automation, software engineering, computer operation and security testing.
- Automation That Follows ThroughPlaces near the top of AutomationBench-AA and records 76.2 on BankerToolBench, carrying SaaS processes end to end in sales, marketing, ops, service, finance and HR.
- Software Engineering DepthScores 73.7% on DeepSWE v1.1 by reading repositories, shipping features, resolving defects and verifying its own output through tests over long task chains.
- Computer Control and Cyber DefenseRecords 61.7 on OSWorld V2 and 29.6 on Agents' Last Exam for live-environment operation, alongside 82% on CyberGym for finding and validating vulnerabilities.
Getting Started With minimax m3.1 flash
Go from first connection to production-level agent work in three straightforward moves.
What minimax m3.1 flash Delivers
Quicker inference, predictable low-cost tokens, and tested strength in automation, coding, computer operation and security engineering.
Sparser Serving, Quicker Replies
Deeper sparsity throughout the serving stack pushes routine output past 200 TPS while P50 stays above 170 TPS, cutting online inference time to roughly one third.
Predictable Token Economics
At $0.15 per 1M input tokens, $0.60 per 1M output tokens and $0.015 per 1M cached input, total agentic spend drops by about 70% versus the prior model.
Live SaaS Process Execution
A leading AutomationBench-AA position and 76.2 on BankerToolBench show multi-step planning, financial compliance and chained tool calls inside real SaaS systems.
Serious Software Delivery
73.7% on DeepSWE v1.1 places it alongside top models for demanding engineering work: independent code comprehension, feature builds, bug fixes and test validation.
Operating Real Environments
61.7 on OSWorld V2 and 29.6 on Agents' Last Exam — leading among Chinese models on both — confirm it can act in live environments, use tools and deliver results.
Security Workload Support
82% on CyberGym, verified by internal expert review, spans code auditing, vulnerability patching, penetration testing, malware analysis and reverse engineering at low cost.
minimax m3.1 flash — Common Questions
Answers on minimax m3.1 flash pricing, output speed, benchmark results and how to get access.
What is minimax m3.1 flash, in short?
It is MiniMax's newest Flash model, grown out of the anonymously operated Space Bunny system that handled more than 200 trillion tokens, and it advances agentic tasks, coding, computer use and cybersecurity.
What does a million tokens cost?
Rates are flat: $0.15 per 1M input tokens, $0.60 per 1M output tokens and $0.015 per 1M cached input tokens, making overall agentic usage about 70% cheaper than its predecessor.
Why is inference nearly three times faster?
The serving stack applies more aggressive sparsity, so routine output reaches 200+ TPS while median (P50) speed holds above 170 TPS.
Which benchmark results support the claims?
Top-tier AutomationBench-AA placement, 76.2 on BankerToolBench, 73.7% on DeepSWE v1.1, 61.7 on OSWorld V2, 29.6 on Agents' Last Exam and 82% on CyberGym.
How can I start using the model?
Use the MiniMax API at platform.minimax.io, subscribe to the M Plan, or download MiniMax Code from agent.minimax.io/download; model weights arrive later.
How does Flash differ from the Pro model?
Flash continues MiniMax's exploration of the efficiency-capability balance, while Pro — built to push the frontier of intelligence — comes later.
Put minimax m3.1 flash to Work Today
Open the MiniMax API, subscribe to an M Plan or download MiniMax Code — agentic, coding, computer-use and security performance with roughly 70% lower spend and near-3x faster inference.