For Developers/Models/MAI-Cyber-1-Flash
Closed SourcePreviewMicrosoftReleased 2026-07

MAI-Cyber-1-Flash

Microsoft's first dedicated cybersecurity AI model combining efficiency and performance

Context window

256K

Input / 1M tokens

Not announced

Output / 1M tokens

Not announced

Provider

Microsoft

Data verified 2026-07-29

MAI-Cyber-1-Flash is Microsoft's first purpose-built cybersecurity model designed to identify security vulnerabilities in complex codebases. It employs a sparse mixture-of-experts architecture and handles up to 90% of security tasks independently, routing the remaining 10% of exceptionally complex cases to GPT-5.4. Integrated within the MDASH multi-agent harness and Project Perception platform.

Capability index

Relative estimates (0-100) to place this model against its peers, grounded in published benchmarks.

Coding
9
Reasoning
8
Math
6
Multimodal
0
Long context
8
Speed
9
Cost efficiency
9

How to access it

Available through Microsoft's MDASH vulnerability scanning harness, embedded in Project Perception platform. Entering private preview through Microsoft Defender starting August 3, 2026.

Strengths

  • 50% cheaper than current Microsoft MDASH configuration
  • Scores 95.95% on CyberGym benchmark
  • Efficient routing model reducing token costs
  • Built on 100+ trillion daily security signals
  • Available to broader audience vs restricted competitors

Best for developers who...

Enterprise vulnerability discovery and remediationCost-efficient security scanning at scaleOrganizations seeking cybersecurity AI without government restrictions

When to choose it (and when not to)

Reach for MAI-Cyber-1-Flash when...

  • When balancing cost and capability in security workflows
  • For routine vulnerability detection tasks (90% of workloads)
  • When integrated into structured agent-based security pipelines

Look elsewhere if...

  • As a standalone model (only available within MDASH/Project Perception)
  • For non-security use cases

How to use it

  • Best used within MDASH's structured agent framework rather than direct prompting
  • Designed for code analysis and vulnerability discovery workflows

Quickstart

Not available
Model available through Microsoft Defender and Project Perception integration, not as standalone API

Requires enrollment in private preview program; not currently available as standalone model per Microsoft

API model id: mai-cyber-1-flash

Benchmarks

BenchmarkScoreNotes
CyberGym95.95%Self-reported by Microsoft; measures ability to reproduce 1,507 known vulnerabilities across 188 open-source projects. Exceeded GPT-5.5 Cyber (85.6%), Mythos 5 (83.8%), GPT-5.6 Sol (83.6%), and Gemini 3.5 Flash Cyber (83.2%)

Source: Microsoft Official Announcement

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