Three of fourteen models named Rollbar first on the direct prompt; zero named Raygun. Rollbar was named by fourteen of the fourteen models and Raygun by twelve and Rollbar carries 56 labels and Raygun 20, so the shares are not directly comparable.
Named in one category this edition.
Named in two 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 error and crash monitoring page.
Across every category in the October 2026 Edition, Rollbar and Raygun were named in the same answer thirty-two times, of the 172 answers naming Rollbar and the 55 naming Raygun. In those answers Raygun took the first choice zero times and Rollbar one.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | ||||||
| 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. Six of seven in this category shown.
“Similar event-based pricing; free tiers cap at 5K... Custom pricing for high use makes forecasting hard.” Grok 4.1 Fast · negative prompt · soft negative
“Rollbar if you have strict retention requirements, unless you verify the plan's retention settings.” GPT-6 Luna · negative prompt · soft negative
“Caution: Noise, grouping issues, & API instability” DeepSeek V4 Flash · negative prompt · soft negative
“If you prioritize developer velocity and automated fixing/ticketing without building custom workflows yourself, choose Rollbar.” Qwen 3.7 Flash · scale prompt · first choice
“the best error monitoring tools are generally considered to be Rollbar and Scout Monitoring” Mistral Small · direct prompt · first choice
“"the best error monitoring tools for a mid-market B2B company are Rollbar and Scout Monitoring"” Muse Glimmer 30B · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Caution: Niche focus & per-event cost” DeepSeek V4 Flash · negative prompt · soft negative
“I'd recommend Sentry or Raygun as the best fit.” Claude Haiku 4.5 · paraphrase prompt · first choice
“Best For: B2B SaaS companies and product managers who want to prioritize bug fixes based on direct financial and user impact.” Gemini 3.5 Flash · comparative prompt · alternative
“When to consider Raygun instead - You want bundled real‑user monitoring (RUM) and APM with crash reporting in one vendor.” GLM 4.7 FlashX · 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.