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

Gane Index, September 2026 Edition. Asked as "error monitoring tool" and as "application error and crash reporting service", six framings each, to twelve models with search on, on behalf of a small B2B company. Page: https://www.gane.ai/index/it/developer/error-and-crash-monitoring/2026-09/smb

This is the permanent record of the September 2026 Edition, published September 17, 2026 and superseded since. The current standing: https://www.gane.ai/index/it/developer/error-and-crash-monitoring/smb/index.md

**Standing:** Sentry leads with 79% of first choices; verdict clear leader. 42 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) | 79% | 9% | 68 |
| 2 | [Honeybadger](https://www.gane.ai/index/it/vendors/honeybadger/index.md) | 14% | 0% | 42 |
| 3 | [GlitchTip](https://www.gane.ai/index/it/vendors/glitchtip/index.md) | 5% | 0% | 24 |
| 4 | [Rollbar](https://www.gane.ai/index/it/vendors/rollbar/index.md) | 2% | 4% | 48 |
| 5 | [Bugsnag](https://www.gane.ai/index/it/vendors/bugsnag/index.md) | 0% | 10% | 42 |
| 6 | [Airbrake](https://www.gane.ai/index/it/vendors/airbrake/index.md) | 0% | 12% | 16 |
| 9 | [Raygun](https://www.gane.ai/index/it/vendors/raygun/index.md) | 0% | 20% | 10 |
| 13 | [LogRocket](https://www.gane.ai/index/it/vendors/logrocket/index.md) | 0% | 25% | 12 |
| 35 | [New Relic Errors Inbox](https://www.gane.ai/index/it/vendors/new-relic-errors-inbox/index.md) | 0% | 85% | 13 |
| 36 | [Datadog Error Tracking](https://www.gane.ai/index/it/vendors/datadog-error-tracking/index.md) | 0% | 74% | 19 |

Rank is by share of first choices among all 36 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: Sentry
- GPT-5.4 mini: Honeybadger; alternatives Rollbar, Sentry
- Gemini 3.5 Flash: Sentry; alternatives GlitchTip, Highlight.io, Honeybadger, LogRocket
- Perplexity Sonar: Sentry; alternatives Better Stack, Honeybadger
- Grok 4.20: Sentry; alternatives Bugsnag, Honeybadger, Rollbar
- Mistral Small: Honeybadger; alternatives Airbrake, Sentry
- DeepSeek V4 Flash: Sentry; alternatives Rollbar
- Llama 4 Maverick: Honeybadger
- Qwen 3.7 Flash: Sentry; alternatives Better Stack, Honeybadger, Rollbar
- Kimi K2: Sentry; alternatives Honeybadger, Rollbar
- GLM 4.7 FlashX: Sentry; alternatives Bugsnag, Honeybadger, Rollbar
- MiniMax M2.5: Sentry; alternatives Airbrake, Rollbar

## Sources the answers cite

63 of 72 answers came back with a source list, from 12 of 12 models. Sites named in the most answers:

- scoutapm.com: 39 answers, 44 citations
- rollbar.com: 31 answers, 48 citations
- ones.com: 24 answers, 29 citations
- observeone.com: 24 answers, 24 citations
- worldmetrics.org: 23 answers, 24 citations
- raygun.com: 22 answers, 23 citations
- apistatuscheck.com: 18 answers, 18 citations
- monoscope.tech: 17 answers, 17 citations

Pages named in the most answers:

- https://scoutapm.com/blog/best-error-monitoring-tools (37 answers)
- https://rollbar.com/blog/best-error-monitoring-tools (26 answers)
- https://observeone.com/best/error-monitoring-tools (23 answers)
- https://ones.com/blog/error-reporting-software-comparison-8-tools-worth-trying (23 answers)
- https://raygun.com/blog/best-error-monitoring-tools (21 answers)
- https://worldmetrics.org/best/error-monitoring-software (21 answers)
- https://apistatuscheck.com/blog/best-error-tracking-tools-2026 (18 answers)
- https://guideflow.com/blog/error-monitoring-software (16 answers)
- https://monoscope.tech/blog/error-monitoring-tools-for-small-businesses-under-budget (16 answers)
- https://radartrek.com/error-monitoring (16 answers)

## Warned against

- Datadog Error Tracking: 14 of 19 labels negative. "you should avoid or be highly cautious of the following categories ... Enterprise Observability & APM Suites (e.g., Datadog, New Relic, Dynatrace)" (Gemini 3.5 Flash, negative prompt)
- New Relic Errors Inbox: 11 of 13 labels negative. "small businesses should be cautious about or avoid the following error monitoring tools:

1. New Relic – Its error monitoring and triaging system is often criticized as not being user-friendly" (Mistral Small, negative prompt)
- Sentry: 6 of 68 labels negative. "Why avoid: Event-based pricing can become expensive quickly once you exceed free tiers" (MiniMax M2.5, negative prompt)
- Bugsnag: 4 of 42 labels negative. "Tools with Opaque, Sales-Driven Pricing (e.g., Bugsnag, Rollbar)" (Gemini 3.5 Flash, negative prompt)

## Record

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