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Error and crash monitoring · September 2026 Edition

Rollbar vs GlitchTip

Two of twelve models named Rollbar first on the direct prompt; zero named GlitchTip. Rollbar was named by twelve of the twelve models and GlitchTip by ten and Rollbar carries 63 labels and GlitchTip 14, so the shares are not directly comparable.

Rollbar

accepted challenger

Named in three categories this edition.

GlitchTip

accepted challenger

Named in one category this edition.

First-choice share14%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate13%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#3A position in a field of 10; printed, not drawn.
Labels6314A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Rollbar reading right to left. Rank and label count are printed, not drawn.Sentry was named alongside these two in eleven of the twelve direct answers. Sentry vs Rollbar · Sentry vs GlitchTip

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve 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

How many of the twelve models made each the first choice, per way of asking, and how many argued against it.
RollbarFirst choices, of twelve modelsGlitchTip
Direct20
Paraphrase20
Comparative00
Budget-constrained11
Scale-constrained101 against Rollbar
Negative017 against Rollbar
Bars are first choices, 0 to 12 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to twelve.

The direct prompt

The plain question, one answer per model, grouped by where Rollbar and GlitchTip stood in it.

Rollbar first, GlitchTip not the choice

2 of 12 modelsGlitchTip was named in the answer but not as the choice, or not at all.
Mistral SmallRollbar, Scout Monitoring alternatives: Sentry
MiniMax M2.5Rollbar, Sentry alternatives: Scout Monitoring

Neither was the first choice, one was named

9 of 12 modelsThe answer put something else first and named one of the two as an alternative.
Claude Haiku 4.5Sentry alternatives: CubeAPM, Rollbar
GPT-5.4 miniSentry alternatives: Bugsnag, Datadog, Rollbar
Gemini 3.5 FlashSentry alternatives: Bugsnag, Datadog, Rollbar
Perplexity SonarSentry alternatives: Better Stack, Rollbar, Scout
Grok 4.1 FastSentry alternatives: Rollbar
DeepSeek V4 FlashSentry alternatives: Datadog Error Tracking, Rollbar
Qwen 3.7 FlashSentry alternatives: Raygun, Rollbar
Kimi K2Sentry alternatives: Bugsnag, LogRocket, Rollbar
GLM 4.7 FlashXSentry alternatives: Better Stack, Bugsnag, Rollbar

Neither was named

1 of 12 modelsThe answer made no first choice from these two in this category.
Llama 4 Maverickno first choice

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

The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
GlitchTip leads by two points.
GlitchTip5%#3 of 10
Rollbar2%#4 of 10
The full small business standing →
Mid-marketThe figures above
The order flips: Rollbar leads at mid-market.
Rollbar14%#2 of 10
GlitchTip2%#3 of 10
The full mid-market standing →
Enterprise
Rollbar leads by seven points.
Rollbar7%#3 of 8
GlitchTip0%#– of 8
The full enterprise standing →

What the models said about Rollbar

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.

“avoid SaaS-only tools like Rollbar” Gemini 3.5 Flash · negative prompt · hard negative
“Tools like Sentry, Rollbar, Bugsnag, Datadog, and New Relic are US-incorporated and subject to the CLOUD Act” Kimi K2 · negative prompt · soft negative
“Even industry leaders like Sentry and Rollbar have been criticized for this pricing model at scale.” GLM 4.7 FlashX · negative prompt · soft negative
“Rollbar: Offers a free plan with 5,000 occurrences and 1,000 session replays a month, with real-time alerts, intelligent grouping” Llama 4 Maverick · budget prompt · first choice
“the two strongest recommendations are Sentry and Rollbar” Qwen 3.7 Flash · paraphrase prompt · first choice
“Sentry or Rollbar typically emerge as the top choices” Kimi K2 · scale 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.

“"We want $0 spend and have a cheap server" | GlitchTip | Point your code to it using Sentry SDKs; absolute control over costs.” Gemini 3.5 Flash · budget prompt · first choice
“Look at GlitchTip (an open-source, lightweight alternative compatible with Sentry's SDKs)” Gemini 3.5 Flash · negative prompt · first choice
“Open-source Sentry clone, no vendor lock-in... Top for ultra-low budgets avoiding any SaaS fees.” Grok 4.1 Fast · budget prompt · alternative
Also compared
Sentry vs RollbarSentry vs GlitchTipThe full error monitoring standing

Comparisons are drawn for the top three products in each category. The output is the models' output; nothing here is a recommendation by the index.