# The leader changed in thirty-one of 136 categories since October 2026

Gane Index, November 2026 Edition. Page: https://www.gane.ai/index/it/research/movement

Between the October 2026 Edition and the November 2026 Edition the leader changed in thirty-one of 136 categories, nine of them by more than the noise floor of 11 points. Eighty-six of 1231 changes in first-choice share clear the floor. Both editions asked the same fourteen models. A change smaller than the floor is reported as within noise: asked twice with nothing changed, the models move a leader's share by that much on their own, so a smaller change between editions cannot be told from the instrument.

- AI IT support agents: Freshservice with Freddy AI 11% to Freshservice 24%
- AI security platforms: SentinelOne Singularity 11% to Microsoft Defender for Cloud 12%
- AIOps platforms: New Relic Applied Intelligence 17% to Site24x7 23%
- API security platforms: Aikido Security 12% to Salt Security 16%
- Business continuity management: LogicManager 24% to SafetyCulture 14%
- Cloud hosting: Amazon Web Services 32% to Microsoft Azure 29%
- Colocation providers: TierPoint 22% to Flexential 18%
- Compliance automation: Drata 34% to Vanta 30%
- Customer identity and access management: Frontegg 21% to Auth0 34%
- Digital employee experience: ControlUp 13% to Nexthink Infinity 18%
- Digital risk protection: UpGuard BreachSight 22% to SOCRadar Extended Threat Intelligence 34%
- Dynamic application security testing: OWASP ZAP 29% to Invicti 33%
- EDI platforms: TrueCommerce EDI 32% to Cleo Integration Cloud 29%
- Endpoint protection: Microsoft Defender for Endpoint 25% to Microsoft Defender for Cloud 25%
- Enterprise browsers: Chrome Enterprise 26% to Microsoft Edge for Business 39%
- ETL and ELT: Fivetran 40% to Airbyte 40%
- Feature flags: Flagsmith 25% to LaunchDarkly 24%
- Identity verification: Persona 21% to Sumsub 21%
- IT asset management: Freshservice 31% to Snipe-IT 29%
- IT documentation: Confluence 17% to Hudu 29%
- IT financial management: Nicus ITFM Platform 9% to IBM Apptio 22%
- LLM gateways and observability: Portkey 33% to LiteLLM 36%
- Microsoft 365 management: CoreView ONE 22% to AdminDroid 365 22%
- ML platforms: Azure Machine Learning 21% to Databricks Mosaic AI 24%
- Network monitoring and management: Auvik 26% to Zabbix 27%
- Patch management: ManageEngine Patch Manager Plus 31% to Action1 35%
- Process mining: Apromore 19% to Microsoft Power Automate Process Mining 29%
- Secure code training: SecureFlag 26% to Secure Code Warrior Learning Platform 38%
- Software composition analysis: Trivy 31% to Snyk Open Source 34%
- Vector databases: pgvector 35% to Qdrant 34%
- Zero trust network access: Twingate 39% to Cloudflare One 36%
- Semgrep AppSec Platform in Static application security testing: 36% to 71%
- SOCRadar Extended Threat Intelligence in Digital risk protection: 6% to 34%
- Cloudflare in Content delivery networks: 68% to 93%
- Microsoft Edge for Business in Enterprise browsers: 17% to 39%
- Radiant Security in AI SOC agents: 24% to 2%
- Intruder in Attack surface management: 49% to 29%
- IBM Apptio in IT financial management: 2% to 22%
- Thinkst Canary in Deception technology: 36% to 56%
- Secure Code Warrior Learning Platform in Secure code training: 18% to 38%
- Site24x7 in AIOps platforms: 4% to 23%
- Microsoft Purview Insider Risk Management in Insider risk management: 26% to 45%
- Snyk Open Source in Software composition analysis: 16% to 34%

Published under CC BY 4.0. The output is the models' output; nothing here is a recommendation by the index.