| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Error and crash monitoring | Developer platform | 76% | 1 of 42 | 16% | 76 | endorsed leader | ▼−5Since September 2026: 82% → 77%, −5 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Application performance monitoring | IT operations and endpoint | 0% | 12 of 66 | 0% | 13 | accepted challenger | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Website and synthetic monitoring | IT operations and endpoint | 0% | 57 of 67 | 50% | 2 | under 10 labels · led by UptimeRobot at 24% | |
| Client-side protection | Security operations | 0% | 66 of 120 | 0% | 1 | under 10 labels · led by cside at 13% | |
| Log management | IT operations and endpoint | 0% | 40 of 73 | 0% | 1 | under 10 labels · led by Datadog Log Management at 28% | newNew since September 2026: not ranked then, 0% now. |
| Observability platforms | IT operations and endpoint | 0% | 44 of 80 | 0% | 1 | under 10 labels · led by Grafana at 27% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Error monitoring | 82% | 77% | ▼−5Since September 2026: 82% → 77%, −5 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 1 of 42, unchanged |
| APM | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 14 → 12 of 66 |
| Uptime monitoring | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 57 of 67, unchanged |
| Client-side protection | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 66 of 120, unchanged |
| Logs | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 40 of 73, unchanged |
| Observability | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 18 → 44 of 80 |
Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.
The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 4 | 1 | 1 | 0 | 6 |
| GPT-5.4 mini | 3 | 0 | 1 | 2 | 6 |
| Gemini 3.5 Flash | 4 | 4 | 0 | 2 | 10 |
| Perplexity Sonar | 4 | 0 | 1 | 0 | 5 |
| Grok 4.20 | 4 | 1 | 2 | 1 | 8 |
| Mistral Small | 2 | 0 | 2 | 1 | 5 |
| DeepSeek V4 Flash | 4 | 1 | 2 | 1 | 8 |
| Llama 4 Maverick | 1 | 1 | 3 | 0 | 5 |
| Qwen 3.7 Flash | 6 | 2 | 0 | 0 | 8 |
| Kimi K2 | 5 | 0 | 0 | 1 | 6 |
| GLM 4.7 FlashX | 5 | 1 | 0 | 0 | 6 |
| MiniMax M2.5 | 3 | 1 | 2 | 2 | 8 |
| GPT-6 Luna | 3 | 1 | 0 | 1 | 5 |
| Muse Glimmer 30B | 4 | 0 | 2 | 2 | 8 |
Verbatim evidence the judge attached to positive labels.
“Sentry: The market leader. Incredibly rich features, massive integration ecosystem, open-source roots (with a self-hosted option), and strong session replay” Gemini 3.5 Flash · Error monitoring · scale prompt · first choice
“Sentry | Overall Gold Standard (Full-Stack & Observability) | Unrivaled SDK support, native Session Replay, and robust security posture.” Gemini 3.5 Flash · Error monitoring · paraphrase prompt · first choice
“Sentry remains the default all-around choice for most SaaS product teams and is the market leader for developer-first error tracking” Muse Glimmer 30B · Error monitoring · direct prompt · first choice
“Sentry is the default for most teams because it's broad, fast to set up, and excels at stack traces and issue grouping.” GLM 4.7 FlashX · Error monitoring · comparative prompt · first choice
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“Users report "the price is a lot with hidden fees"” MiniMax M2.5 · Uptime monitoring · negative prompt · hard negative
“Recent CVE tracking shows active issues in the Sentry stack... That is not a reason to avoid Sentry, but it illustrates why patch velocity... are listed as evaluation criteria” Muse Glimmer 30B · Error monitoring · negative prompt · soft negative
“Sentry, for example, offers configurable scrubbing, but you need to verify the settings and test what actually gets removed” GPT-6 Luna · Error monitoring · negative prompt · soft negative
“you should exercise extreme caution if you plan on self-hosting it... massive, distributed microservices stack” Gemini 3.5 Flash · Error monitoring · negative prompt · soft negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 269 of the 303 answers that named Sentry and are not a share of its labels.
728 of the 812 domain citations in answers naming Sentry came from somebody else's page.
Pages are listed as the models cited them.
Search figures are US estimates from DataForSEO, read September 28, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Report or ebook | 8,765 | undated | Feature flags | ||
| Blog | 992 | 1 | 2026-07-01 | APM, Feature flags | |
| Conference or event | 169 | 0 | 2024-04-30 | Feature flags | |
| Case study | 82 | undated | |||
| News or press | 31 | undated | APM | ||
| Comparison | 13 | 3 | 2026-09-15 | ||
| Glossary or explainer | 11 | 6 | 2026-09-29 | ||
| Template or tool | 2 | 0 | 2024-05-01 | ||
| Podcast or video | 1 | 0 | 2018-06-04 |
As the event pages on sentry.io state them, read September 28, 2026.
Every page sentry.io exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. Of its titles that name a category, most name feature flags (54); 6 name its categories the models place it in. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
What Sentry's own pages state, read September 28, 2026: sentry.io, sentry.io/pricing, trust.sentry.io, sentry.io/platforms, sentry.io/customers. A claimed page can correct any of them.
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Sentry's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Sentry, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
A new claim receives the current edition's vendor brief for Sentry by email, built from the raw record of the edition. It shows:
AI models recommend Sentry first in Error and crash monitoring this edition. Each badge says so in the buyer's words, names the edition, and links to the standing. The next edition issues a new badge; this one stays true as a record of October 2026.
Badges read on light and dark pages. Alt text carries the claim, the category, the edition and the index, so it stays a citation where the image does not load.