Two of fourteen models named Palo Alto Networks Cortex Cloud first on the direct prompt; zero named Atlassian Compass. Both were named by all fourteen models and Palo Alto Networks Cortex Cloud carries 49 labels and Atlassian Compass 30, so the shares are not directly comparable.
Named in thirteen categories this edition.
Named in one category this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the internal developer portals page.
Across every category in the November 2026 Edition, Palo Alto Networks Cortex Cloud and Atlassian Compass were named in the same answer sixty-six times, of the 305 answers naming Palo Alto Networks Cortex Cloud and the 97 naming Atlassian Compass. In those answers Atlassian Compass took the first choice one time and Palo Alto Networks Cortex Cloud zero.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B |
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“Other Options to Avoid on a Tight Budget - Cortex, configure8, or Cycloid are excellent but are paid SaaS platforms” Grok 4.20 · budget prompt · hard negative
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“I would not start a new evaluation with Atlassian Compass as a standalone option.” GPT-6 Luna · scale prompt · hard negative
“Avoid for new implementations — Atlassian is winding this down” Kimi K2 · negative prompt · hard negative
“Ecosystem-centric portals like Atlassian Compass... can lack the deep extensibility or custom integration freedom” Gemini 3.5 Flash · negative prompt · soft negative
“The best internal developer portal for a company with a limited budget is Atlassian Compass, which is a cheap per-user IDP at $8/user/mo” Llama 4 Maverick · budget prompt · first choice
“Atlassian Compass is usually the best paid choice” Perplexity Sonar · budget prompt · first choice
“If you're already using Atlassian tools, Compass is the most budget-friendly paid option.” Mistral Small · budget prompt · alternative
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.