# Error and crash monitoring for small business buyers: what AI models recommend, November 2026

Gane Index, November 2026 Edition. Asked as "error monitoring tool" and as "application error and crash reporting service", six framings each, to fourteen models with search on, on behalf of a small B2B company. Page: https://www.gane.ai/index/it/developer/error-and-crash-monitoring/2026-11/smb

**Standing:** Sentry leads with 76% of first choices; verdict clear leader. 55 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Sentry](https://www.gane.ai/index/it/vendors/sentry/index.md) | 76% | 3% | 78 |
| 2 | [Honeybadger](https://www.gane.ai/index/it/vendors/honeybadger/index.md) | 13% | 0% | 59 |
| 3 | [Rollbar](https://www.gane.ai/index/it/vendors/rollbar/index.md) | 4% | 3% | 65 |
| 4 | [Bugsnag](https://www.gane.ai/index/it/vendors/bugsnag/index.md) | 2% | 9% | 57 |
| 5 | [GlitchTip](https://www.gane.ai/index/it/vendors/glitchtip/index.md) | 2% | 10% | 29 |
| 7 | [PostHog](https://www.gane.ai/index/it/vendors/posthog/index.md) | 2% | 18% | 11 |
| 8 | [Airbrake](https://www.gane.ai/index/it/vendors/airbrake/index.md) | 0% | 12% | 17 |
| 12 | [Raygun](https://www.gane.ai/index/it/vendors/raygun/index.md) | 0% | 32% | 19 |
| 28 | [LogRocket](https://www.gane.ai/index/it/vendors/logrocket/index.md) | 0% | 47% | 17 |
| 43 | [Dynatrace](https://www.gane.ai/index/it/vendors/dynatrace/index.md) | 0% | 90% | 10 |
| 44 | [Datadog Error Tracking](https://www.gane.ai/index/it/vendors/datadog-error-tracking/index.md) | 0% | 64% | 36 |
| 45 | [New Relic Errors Inbox](https://www.gane.ai/index/it/vendors/new-relic-errors-inbox/index.md) | 0% | 86% | 21 |

Rank is by share of first choices among all 45 products named; products with the same share are tied, and the order among them carries no meaning. The table lists those with at least 10 labels.

## Each model's first choice on the direct prompt

- Claude Haiku 4.5: Honeybadger; alternatives Raygun, Rollbar, Scout Monitoring, Sentry
- GPT-5.4 mini: Sentry; alternatives Bugsnag, Rollbar
- Gemini 3.5 Flash: Sentry; alternatives Highlight.io, Honeybadger, LogRocket, Rollbar
- Perplexity Sonar: Sentry; alternatives Better Stack, Honeybadger, Rollbar
- Grok 4.20: Sentry; alternatives Bugsnag, Honeybadger, PostHog, Rollbar
- Mistral Small: Sentry; alternatives Bugsnag, Honeybadger, Rollbar
- DeepSeek V4 Flash: Sentry; alternatives Bugsnag, Honeybadger, PostHog, Rollbar
- Llama 4 Maverick: Honeybadger; alternatives Better Stack, Bugsnag, Rollbar, Sentry
- Qwen 3.7 Flash: Sentry; alternatives Honeybadger, Rollbar
- Kimi K2: Sentry; alternatives Bugsnag, Raygun, Rollbar
- GLM 4.7 FlashX: Sentry; alternatives Bugsnag, Monoscope, Rollbar
- MiniMax M2.5: Honeybadger, Sentry; alternatives Airbrake, Rollbar
- GPT-6 Luna: Sentry; alternatives Honeybadger
- Muse Glimmer 30B: Sentry; alternatives Bugsnag, Honeybadger, Rollbar

## Sources the answers cite

70 of 84 answers came back with a source list, from 14 of 14 models. Sites named in the most answers:

- ones.com: 33 answers, 48 citations
- sentry.io: 33 answers, 41 citations
- rollbar.com: 19 answers, 29 citations
- dupple.com: 19 answers, 22 citations
- dev.to: 18 answers, 30 citations
- gane.ai/index: 17 answers, 19 citations
- drdroid.io: 17 answers, 18 citations
- honeybadger.io: 16 answers, 23 citations

Pages named in the most answers:

- https://ones.com/blog/8-best-error-tracking-tools-to-catch-bugs-before-users-do (26 answers)
- https://drdroid.io/engineering-tools/error-monitoring-tracking-open-source (17 answers)
- https://dupple.com/learn/best-error-tracking-software (16 answers)
- https://gane.ai/index/it/developer/error-and-crash-monitoring/smb (16 answers)
- https://sentry.io/ (16 answers)
- https://guideflow.com/blog/error-monitoring-software (15 answers)
- https://toolradar.com/guides/best-error-tracking-software (15 answers)
- https://sentry.io/pricing (12 answers)
- https://ones.com/blog/error-reporting-software-comparison-8-tools-worth-trying (10 answers)
- https://posthog.com/compare/best-error-tracking-tools (10 answers)

## Warned against

- Datadog Error Tracking: 23 of 36 labels negative. "Tools like Datadog, New Relic, and Dynatrace are often criticized for being overly complex, expensive, and not user-friendly for small teams." (Mistral Small, negative prompt)
- New Relic Errors Inbox: 18 of 21 labels negative. "Avoid starting here unless you genuinely need coordinated metrics, logs, traces, infrastructure monitoring, and APM." (Perplexity Sonar, negative prompt)
- Dynatrace: 9 of 10 labels negative. "Why to avoid: Consistently cited as having the steepest learning curve in the industry and being the most expensive option." (DeepSeek V4 Flash, negative prompt)
- LogRocket: 8 of 17 labels negative. "may not be the best fit for small businesses due to their high negative rates or being criticized as challengers" (Llama 4 Maverick, negative prompt)

## Movement since October 2026

Floor: 11 points of share, measured on the calibration repeat.
Same leader: Sentry at 76%.

- Sentry: 69% to 76%, +7. Inside the floor by 4 points · rank 1 of 45, unchanged.
- Honeybadger: 20% to 13%, −7. Inside the floor by 4 points · rank 2 of 45, unchanged.
- Rollbar: 2% to 4%, +2. Inside the floor by 9 points · rank 5 → 3 of 45.
- Bugsnag: 4% to 2%, −2. Inside the floor by 9 points · rank 3 → 4 of 45.
- GlitchTip: 4% to 2%, −2. Inside the floor by 9 points · rank 4 → 5 of 45.
- PostHog: 0% to 2%, +2. Inside the floor by 9 points · rank 7 of 45, unchanged.
- Airbrake: 0% to 0%, ±0. Inside the floor by 11 points · rank 8 of 45, unchanged.
- Raygun: 0% to 0%, ±0. Inside the floor by 11 points · rank 15 → 12 of 45.
- LogRocket: 0% to 0%, ±0. Inside the floor by 11 points · rank 13 → 28 of 45.
- Dynatrace: 0% to 0%, ±0. Inside the floor by 11 points · rank 34 → 43 of 45.
- Datadog Error Tracking: 0% to 0%, ±0. Inside the floor by 11 points · rank 36 → 44 of 45.
- New Relic Errors Inbox: 0% to 0%, ±0. Inside the floor by 11 points · rank 35 → 45 of 45.

## Record

- Method: https://www.gane.ai/index/it/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/it.