Six of fourteen models named Better Stack first on the direct prompt; one named Site24x7. Better Stack was named by fourteen of the fourteen models and Site24x7 by thirteen and Better Stack carries 40 labels and Site24x7 28, so the shares are not directly comparable.
Named in eight categories this edition.
Named in eleven categories 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 website and synthetic monitoring page.
Across every category in the November 2026 Edition, Better Stack and Site24x7 were named in the same answer eighty-three times, of the 362 answers naming Better Stack and the 316 naming Site24x7. In those answers Site24x7 took the first choice fourteen times and Better Stack ten.
| 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. Four of four in this category shown.
“Tools with Auto-Close Failures (Be Cautious)... such as Better Uptime in past iterations” Qwen 3.7 Flash · negative prompt · soft negative
“review sources note pricing can rise quickly once you move beyond the free tier” GPT-5.4 mini · direct prompt · soft negative
“Need uptime + on-call escalation + incident management + status pages in one predictable subscription: Better Stack / Hyperping. This is the most commonly recommended all-in-one for growing B2B SaaS teams.” Muse Glimmer 30B · direct prompt · first choice
“Combines uptime, logs, metrics, and on-call in one platform. Excellent for reducing tool sprawl; good pricing transparency.” Grok 4.20 · scale prompt · first choice
No label in this category carried a quote.
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.