Zero of fourteen models named Bugsnag first on the direct prompt; zero named Raygun. Bugsnag was named by fourteen of the fourteen models and Raygun by twelve and Bugsnag 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, Bugsnag and Raygun were named in the same answer thirty-four times, of the 160 answers naming Bugsnag and the 55 naming Raygun. In those answers Raygun took the first choice one time and Bugsnag two.
| 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 eight in this category shown.
“some developers caution against it due to changes in billing and packaging post-acquisition” Gemini 3.5 Flash · negative prompt · soft negative
“Similar event-based pricing; free tiers cap at 5K, then paid scales with volume.” Grok 4.1 Fast · negative prompt · soft negative
“worth caution if you care about privacy and governance” GPT-5.4 mini · negative prompt · soft negative
“if they are looking for a comprehensive error tracking solution that includes uptime monitoring and cron job checks, Bugsnag may be a good option” Llama 4 Maverick · paraphrase prompt · first choice
“I recommend Bugsnag as your primary application error and crash reporting service” Mistral Small · paraphrase prompt · first choice
“Known for having exceptional mobile (iOS/Android) error tracking and very clear, actionable "Stability Scores"... Excellent grouping algorithms.” Gemini 3.5 Flash · scale prompt · alternative
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.