27 points clear of UpGuard BreachSight's current 7%.
Published . This page is the permanent record of the November 2026 Edition: the standing of every category as measured in it, under vendor table v2026-11.3. It is also the edition the site carries now.
27 points clear of UpGuard BreachSight's current 7%.
26 points clear of Frontegg's current 8%.
26 points clear of SecureFlag's current 12%.
15 points clear of ManageEngine Patch Manager Plus's current 20%.
14 points clear of Aikido Security's current 2%.
14 points clear of Nicus ITFM Platform's current 8%.
13 points clear of Chrome Enterprise's current 26%.
13 points clear of Freshservice's current 16%.
11 points clear of Freshservice with Freddy AI's current 13%.
The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one can't be told apart from repeat variation, and both are shown. Each index measures its own floor from its own repeat, over its own categories, so the floor differs from one index to the next. Both editions asked the same fourteen models. How the floor is measured · Every change resolves to its category page.
| Model | Version asked for | Lab | How it searches | In the set since |
|---|---|---|---|---|
| Claude Haiku 4.5 | claude-haiku-4-5 | Anthropic | native search | November 2026 |
| GPT-5.4 mini | gpt-5.4-mini | OpenAI | native search | November 2026 |
| Gemini 3.5 Flash | gemini-3.5-flash | native search | November 2026 | |
| Perplexity Sonar | sonar | Perplexity | native search | November 2026 |
| Grok 4.20 | spacexai/grok-4.20-non-reasoning | xAI | gateway, Perplexity search | November 2026 |
| Mistral Small | mistral/mistral-small | Mistral | gateway, Perplexity search | November 2026 |
| DeepSeek V4 Flash | deepseek/deepseek-v4-flash | DeepSeek | gateway, Perplexity search | November 2026 |
| Llama 4 Maverick | meta/llama-4-maverick | Meta | gateway, Perplexity search | November 2026 |
| Qwen 3.7 Flash | alibaba/qwen3.7-flash | Alibaba | gateway, Perplexity search | November 2026 |
| Kimi K2 | moonshotai/kimi-k2 | Moonshot | gateway, Perplexity search | November 2026 |
| GLM 4.7 FlashX | zai/glm-4.7-flashx | Z.AI | gateway, Perplexity search | November 2026 |
| MiniMax M2.5 | minimax/minimax-m2.5 | MiniMax | gateway, Perplexity search | November 2026 |
| GPT-6 Luna | gpt-6-luna | OpenAI | native search | October 2026 |
| Muse Glimmer 30B | meta/muse-glimmer-30b | Meta | gateway, Perplexity search | October 2026 |