Bugsnag vs GlitchTip
Zero of fourteen models named Bugsnag first on the direct prompt; zero named GlitchTip. Bugsnag was named by fourteen of the fourteen models and GlitchTip by eleven and Bugsnag carries 64 labels and GlitchTip 20, so the shares are not directly comparable.
Named in two 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 error and crash monitoring page.
By framing
BugsnagFirst choices, of fourteen modelsGlitchTip
Across every category in the November 2026 Edition, Bugsnag and GlitchTip were named in the same answer forty-four times, of the 180 answers naming Bugsnag and the 58 naming GlitchTip. In those answers GlitchTip took the first choice one time and Bugsnag three.
Every model, every framing
| 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 | | | |
Bugsnag GlitchTip first choice named as an alternative argued againstblank: not namedEach cell is one answer, Bugsnag on the left and GlitchTip on the right.The direct prompt
Neither was the first choice, one was named
11 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
3 of 14 modelsThe answer made no first choice from these two in this category.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.
By buyer segment
Bugsnag2%#4 of 12GlitchTip2%#5 of 12What the models said about Bugsnag
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Sentry, Rollbar, and Bugsnag can be strong error trackers, but a dedicated error tool may not replace infrastructure metrics” Perplexity Sonar · negative prompt · soft negative
“Offers a free plan with error reporting and stability tracking, though with some limitations on retention and features.” Claude Haiku 4.5 · budget prompt · soft negative
“mild caution... Limited flexibility in custom dashboards” DeepSeek V4 Flash · negative prompt · soft negative
“Bugsnag is another excellent option, offering real-time error tracking, root cause insights” Mistral Small · paraphrase prompt · first choice
“Bugsnag: Offers a free plan and paid plans starting at $20-$33 per month.” Llama 4 Maverick · budget prompt · first choice
“Bugsnag (Best Overall for Tight Budgets)” GLM 4.7 FlashX · budget prompt · first choice
What the models said about GlitchTip
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Best value for a small company: hosted GlitchTip. Its Small plan is $15/month for up to 100,000 events” GPT-6 Luna · budget prompt · first choice
“Open-source, self-hostable fork of Sentry; lighter, simpler, and privacy-friendly.” DeepSeek V4 Flash · negative prompt · first choice
“Choose GlitchTip (for low costs and unlimited seats)” Gemini 3.5 Flash · budget prompt · first choice
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.