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IT AI Index
Index › Products › Sentry · October 2026 Edition
6 categories · Ranked

Sentry

303Judge labels
124First choices
44Negative labels
14 / 14Models named it
6Categories
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.8, every buyer segment counted.
Best standing
76% in Error monitoring for mid-market buyers
Rank 1 of 42 in the mid-market standingendorsed leader
12 of 14 models made it the first choice on the direct prompt; 16% of its 76 labels there were negative.
What the models named instead of Sentry →
By buyer segmentRead the same way at every buyer size.
In error monitoring · each standing computed within its segment · bars are 0 to 100 · the accent bar is the product's own best reading

Standing by category

Every category where a model named Sentry for a mid-market B2B company. Share is first choices across the direct, paraphrase, budget and scale prompts; rank is within every product named in that category.
CategoryFunctionShareRankNegative rateLabelsQuadrantSince September 2026
Error and crash monitoringDeveloper platform76%1 of 4216%76endorsed leader▼−5Since September 2026: 82% → 77%, −5 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
Application performance monitoringIT operations and endpoint0%12 of 660%13accepted 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 monitoringIT operations and endpoint0%57 of 6750%2under 10 labels · led by UptimeRobot at 24%
Client-side protectionSecurity operations0%66 of 1200%1under 10 labels · led by cside at 13%
Log managementIT operations and endpoint0%40 of 730%1under 10 labels · led by Datadog Log Management at 28%newNew since September 2026: not ranked then, 0% now.
Observability platformsIT operations and endpoint0%44 of 800%1under 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.

Movement

Since September 2026, Sentry held within the floor in all six categories: no change cleared 11 points.

Best category · Error monitoring · by segment

Small business▼−11Since September 2026: 79% → 67%, −11 points. Past the 11-point floor: movement. Read over the models both editions asked.
67%from 79% in September 2026
Cleared the floor by 0 pointsRank 1 of 36, unchanged
Mid-market▼−5Since September 2026: 82% → 77%, −5 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
77%from 82% in September 2026
Inside the floor by 6 pointsRank 1 of 39, unchanged
Enterprise▲+11Since September 2026: 62% → 73%, +11 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
73%from 62% in September 2026
Inside the floor by 0 pointsRank 1 of 47, unchanged

All categories · Mid-market

CategorySeptember 2026NowChangeReadingRank
Error monitoring82%77%▼−5Since September 2026: 82% → 77%, −5 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Within noiseRank 1 of 42, unchanged
APM0%0%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Within noiseRank 14 → 12 of 66
Uptime monitoring0%0%newNew since September 2026: not ranked then, 0% now.New this editionRank 57 of 67, unchanged
Client-side protection0%0%newNew since September 2026: not ranked then, 0% now.New this editionRank 66 of 120, unchanged
Logs0%0%newNew since September 2026: not ranked then, 0% now.New this editionRank 40 of 73, unchanged
Observability0%0%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Within noiseRank 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

By model

How each model treated Sentry across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
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ModelFirst choiceAlternativeMentionNegativeLabels
Claude Haiku 4.541106
GPT-5.4 mini30126
Gemini 3.5 Flash440210
Perplexity Sonar40105
Grok 4.2041218
Mistral Small20215
DeepSeek V4 Flash41218
Llama 4 Maverick11305
Qwen 3.7 Flash62008
Kimi K250016
GLM 4.7 FlashX51006
MiniMax M2.531228
GPT-6 Luna31015
Muse Glimmer 30B40228

By framing

Which of the six questions produced the naming. By model says how often; this says asked what. The first-choice count on the right carries the marks of the models that produced it.
FramingLabels by classFirst choices
Direct54 labels38
Paraphrase55 labels41
Comparative57 labels40not counted in share
Budget-constrained54 labels28
Scale-constrained37 labels17
Negative46 labels10not counted in share
First choiceAlternativeMentionNegative303 labels in all, every segment counted; 124 of the 174 first choices count toward share, since the comparative and negative framings do not. The bar is one segment per label class, to scale within the framing.

What the models said for it

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

And against it

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

Named alongside

The products named in the same answers as Sentry, over the 303 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Sentry was named but was not.
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ProductSame answerTook the first choice insteadHead to head
Honeybadger88 of 30314Not among the top eight
New Relic Errors Inbox86 of 3030Not among the top eight
Dynatrace59 of 3033Not among the top eight
New Relic56 of 30324Not among the top eight
LogRocket45 of 3030Not among the top eight
A head-to-head page exists where both products are among a category's top eight. The other rows are the same fact without a page behind them, so they link to the product instead.

What carried it into the answer

The sites and pages cited by the answers that named Sentry. A fact about retrieval, not a lever on the model.

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.

Search and answers

Where Sentry stands in Google search beside where it stands in the models' answers.
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In search

Google, US estimates
Position for “error monitoring tool”
1
Position for “error monitoring tools”
1
Searches for its name, Google
90,500 a month (“sentry”)
AI search demand for its name, est.
21,086 a month
Organic visits to its site
about 254,686 a month
Searches its site ranks for
30,058 · 2,240 in the top three
Sites linking to it
29,733
Paid Google search
No ads found in the estimate; that does not mean it runs none
Ads on GoogleDetailLess
120+ ads · 61 video, 59 text · 120 shown in the last 30 days

First shown November 2022, as Functional Software Inc., verified. Ads started 2025-10 to 2026-09: 65 in the year, 55 before.

On Google's pages: 1 2 3 4

In answers

This edition
Share of first choices
76%
rank 1 of 42 in error monitoring
First choices
124
across its categories
Named in
303 answers
Its own site cited
in 269 of the answers that named it

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.

What it publishes

ShowHide
Addresses on sentry.io
12,545
subdomains included
Content
10,066
counted in the table below
Documentation
1,087
Product · Integration
33 · 39
KindPagesLast 90 days2025-10 to 2026-09LatestCategories named
Report or ebook8,765undatedFeature flags
Blog99212026-07-01APM, Feature flags
Conference or event16902024-04-30Feature flags
Case study82undated
News or press31undatedAPM
Comparison1332026-09-15
Glossary or explainer1162026-09-29
Template or tool202024-05-01
Podcast or video102018-06-04

Events in person

Last twelve months

As the event pages on sentry.io state them, read September 28, 2026.

How it is countedHide how it is counted

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.

Follow Sentry

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.

The company

Sentry is its own company.
ShowHide

In its own words

Stated by the vendor, not checked
Positioning
Application performance monitoring for developers & software teams to see errors clearer, solve issues faster & continue learning continuously.
For
developers & software teams
Price stated
Free Developer plan forever, or try Business for 14 days with no credit card sentry.io/pricing
Starting price
0 sentry.io/pricing
Free plan or trial
Try Sentry for Free sentry.io
Customers named
GitHubDisneyAtlassianLinearVercelCloudflareSlackMetronome
Not stated on the pages read
Integrations, certifications, hosting

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.

Is this your product?

Claim this page

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.

What a new claim receivesHide what a new claim receives

A new claim receives the current edition's vendor brief for Sentry by email, built from the raw record of the edition. It shows:

  • where Sentry is named, by buyer and by framing, and which cells hold its first choices;
  • the claims the models make when they name it, ranked, with the strongest and the weakest quoted;
  • its vocabulary against the segment leader's, and the pages the models cited;
  • who was chosen in the answers that did not name Sentry, and every reason the record gives;
  • a battlecard for each top rival: the head-to-head split, why they win, and the reservation quoted against them;
  • one page of published figures cleared to show a buyer.
The subscriber app

A verification link goes to your work email; an address at sentry.io is approved on the spot, any other is reviewed by hand. Your email is never published. Claiming gives no say over labels, shares, verdicts or which quotes appear.

Badges

Wins only: a badge exists where Sentry is ranked in a category's top three this edition. Three sizes, one file each, light and dark; the code is under each.
ShowHide

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.

Wide · 320 × 104 Website, beside other badges
AI models' first choice in Error and crash monitoring, October 2026 Edition, IT AI Recommendation Index
Show the code
<a href="https://it-ai-index.com/developer/error-and-crash-monitoring/"><img src="https://it-ai-index.com/badges/2026-10/sentry--error-and-crash-monitoring-wide.svg" alt="AI models' first choice in Error and crash monitoring, October 2026 Edition, IT AI Recommendation Index" width="320" height="104"></a>

Copy the code as it is. The link is part of the badge: it points at the Error and crash monitoring standing, where the claim can be checked.

Square · 240 × 240 LinkedIn, slides
AI models' first choice in Error and crash monitoring, October 2026 Edition, IT AI Recommendation Index
Show the code
<a href="https://it-ai-index.com/developer/error-and-crash-monitoring/"><img src="https://it-ai-index.com/badges/2026-10/sentry--error-and-crash-monitoring-square.svg" alt="AI models' first choice in Error and crash monitoring, October 2026 Edition, IT AI Recommendation Index" width="240" height="240"></a>

Copy the code as it is. The link is part of the badge: it points at the Error and crash monitoring standing, where the claim can be checked.

Compact · 200 × 56 Email signature, footer
AI models' first choice in Error and crash monitoring, October 2026 Edition, IT AI Recommendation Index
Show the code
<a href="https://it-ai-index.com/developer/error-and-crash-monitoring/"><img src="https://it-ai-index.com/badges/2026-10/sentry--error-and-crash-monitoring-compact.svg" alt="AI models' first choice in Error and crash monitoring, October 2026 Edition, IT AI Recommendation Index" width="200" height="56"></a>

Copy the code as it is. The link is part of the badge: it points at the Error and crash monitoring standing, where the claim can be checked.

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.