# Error and crash monitoring for enterprise 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 an enterprise B2B company. Page: https://www.gane.ai/index/it/developer/error-and-crash-monitoring/enterprise **Standing:** Sentry leads with 61% of first choices; verdict clear leader. 51 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) | 61% | 25% | 77 | | 2 | [Rollbar](https://www.gane.ai/index/it/vendors/rollbar/index.md) | 10% | 20% | 64 | | 3 | [Datadog Error Tracking](https://www.gane.ai/index/it/vendors/datadog-error-tracking/index.md) | 8% | 31% | 68 | | 4 | [New Relic Errors Inbox](https://www.gane.ai/index/it/vendors/new-relic-errors-inbox/index.md) | 6% | 27% | 44 | | 5 | [Bugsnag](https://www.gane.ai/index/it/vendors/bugsnag/index.md) | 4% | 25% | 56 | | 6 | [Raygun](https://www.gane.ai/index/it/vendors/raygun/index.md) | 4% | 8% | 25 | | 7 | [CubeAPM](https://www.gane.ai/index/it/vendors/cubeapm/index.md) | 2% | 0% | 11 | | 8 | [Airbrake](https://www.gane.ai/index/it/vendors/airbrake/index.md) | 2% | 21% | 14 | | 11 | [Dynatrace](https://www.gane.ai/index/it/vendors/dynatrace/index.md) | 0% | 16% | 19 | | 14 | [Honeybadger](https://www.gane.ai/index/it/vendors/honeybadger/index.md) | 0% | 28% | 18 | Rank is by share of first choices among all 56 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: Raygun; alternatives Datadog Error Tracking, Honeybadger, New Relic Errors Inbox, Sentry - GPT-5.4 mini: Sentry; alternatives Bugsnag, Datadog Error Tracking, Rollbar - Gemini 3.5 Flash: Sentry; alternatives Datadog Error Tracking, Dynatrace, SmartBear Bugsnag - Perplexity Sonar: Sentry; alternatives Bugsnag, Datadog Error Tracking, Raygun, Rollbar - Grok 4.20: Sentry; alternatives Datadog Error Tracking, Dynatrace, New Relic Errors Inbox, Rollbar - Mistral Small: Sentry; alternatives Bugsnag, LogRocket - DeepSeek V4 Flash: Sentry; alternatives Datadog Error Tracking, New Relic Errors Inbox, Rollbar - Llama 4 Maverick: Sentry; alternatives Airbrake, Bugsnag, Datadog APM, Raygun - Qwen 3.7 Flash: Sentry; alternatives Bugsnag, Rollbar - Kimi K2: Sentry; alternatives Bugsnag, Rollbar - GLM 4.7 FlashX: Datadog Error Tracking, New Relic Errors Inbox; alternatives Honeybadger, LogRocket, Rollbar, Sentry - MiniMax M2.5: Sentry; alternatives CubeAPM, Datadog Error Tracking, Dynatrace - GPT-6 Luna: Sentry; alternatives Bugsnag, Datadog Error Tracking - Muse Glimmer 30B: Sentry; alternatives Datadog Observability Cloud, New Relic Errors Inbox, 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: - sentry.io: 38 answers, 56 citations - rollbar.com: 30 answers, 54 citations - gane.ai/index: 26 answers, 35 citations - cubeapm.com: 22 answers, 33 citations - costbench.com: 19 answers, 23 citations - saucelabs.com: 17 answers, 17 citations - docs.sentry.io: 15 answers, 26 citations - ones.com: 15 answers, 18 citations Pages named in the most answers: - https://cubeapm.com/blog/top-error-tracking-tools (20 answers) - https://gane.ai/index/it/developer/error-and-crash-monitoring/enterprise (19 answers) - https://saucelabs.com/resources/blog/the-best-error-reporting-and-crash-monitoring-tools-of-2026 (17 answers) - https://sentry.io/ (17 answers) - https://costbench.com/best/best-error-tracking-enterprise-2026 (16 answers) - https://sentry.io/pricing (15 answers) - https://gane.ai/index/it/developer/error-and-crash-monitoring/2026-09/enterprise (13 answers) - https://drdroid.io/engineering-tools/error-monitoring-tracking-open-source (11 answers) - https://guideflow.com/blog/error-monitoring-software (10 answers) - https://rollbar.com/blog/best-error-monitoring-tools (10 answers) ## Warned against - Datadog Error Tracking: 21 of 68 labels negative. "When to avoid: If you already have a separate APM/logging tool and only need error tracking, Datadog's bundled pricing will force you to pay for features you don't use." (Muse Glimmer 30B, budget prompt) - Rollbar: 13 of 64 labels negative. "Rollbar (specifically) is an example: it will not capture errors without explicit SDK integration" (DeepSeek V4 Flash, negative prompt) - Sentry: 19 of 77 labels negative. "Enterprise buyers are repeatedly flagged as needing to avoid or be highly cautious with Sentry." (Muse Glimmer 30B, negative prompt) - New Relic Errors Inbox: 12 of 44 labels negative. "Flagged for similar cost and scalability issues... pricing becomes prohibitive for large-scale deployments" (Mistral Small, negative prompt) ## Movement since October 2026 Floor: 11 points of share, measured on the calibration repeat. Same leader: Sentry at 61%. - Sentry: 75% to 61%, −14. Cleared the floor by 3 points · rank 1 of 56, unchanged. - Datadog Error Tracking: 0% to 8%, +8. Inside the floor by 3 points · rank 8 → 3 of 56. - Rollbar: 16% to 10%, −6. Inside the floor by 5 points · rank 2 of 56, unchanged. - New Relic Errors Inbox: 0% to 6%, +6. Inside the floor by 5 points · rank 9 → 4 of 56. - Bugsnag: 0% to 4%, +4. Inside the floor by 7 points · rank 7 → 5 of 56. - Raygun: 0% to 4%, +4. Inside the floor by 7 points · rank 11 → 6 of 56. - CubeAPM: 0% to 2%, +2. Inside the floor by 9 points · rank 10 → 7 of 56. - Airbrake: 0% to 2%, +2. Inside the floor by 9 points · rank 40 → 8 of 56. - Dynatrace: 2% to 0%, −2. Inside the floor by 9 points · rank 3 → 11 of 56. - Honeybadger: 2% to 0%, −2. Inside the floor by 9 points · rank 6 → 14 of 56. ## 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.