Six of fourteen models named Better Stack first on the direct prompt; zero named New Relic Synthetics. Better Stack was named by fourteen of the fourteen models and New Relic Synthetics by thirteen and Better Stack carries 40 labels and New Relic Synthetics 31, so the shares are not directly comparable.
Named in eight 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 website and synthetic monitoring page.
| 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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Often considered overkill for small to midsize businesses and can be expensive.” Mistral Small · negative prompt · soft negative
“These add significant depth but higher cost and complexity.” Grok 4.20 · scale prompt · soft negative
“Overkill (and expensive) for uptime monitoring alone.” DeepSeek V4 Flash · direct prompt · soft negative
“I'd recommend New Relic as the best balance of cost, capability, and ease of adoption” DeepSeek V4 Flash · paraphrase prompt · first choice
“My default recommendation: New Relic” GPT-6 Luna · paraphrase prompt · first choice
“Site24x7 or New Relic (both offer strong synthetic + RUM/DEM bundles with good mid-market pricing” Grok 4.20 · paraphrase 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.