AI Index / Error monitoring tools

Best Error monitoring tools

What AI assistants actually recommend when buyers ask about error monitoring tools — measured weekly across 5 engines, published as open data.

Updated 2026-08-04 · 82 sampled answers · rolling 4-week window · methodology

Rankings are measured from sampled AI answers — never editorial, never paid. Orbator builds AI-visibility tooling; when Orbator itself appears in any category, it is measured by the same rules as everyone else.

Updated weekly82 samples5 enginesmethodology

Sample: 82 AI answers · Window: Jul 7, 2026Aug 4, 2026 (4-week rolling) · trend vs prior 4 weeks (56 answers)

What is the best error monitoring tools?

Across 82 sampled AI answers from 5 engines, Sentry is recommended most often — appearing in 93.9% of recommendations, followed by Rollbar (75.6%) and Bugsnag (70.7%).

This is a measurement of share of voice across 5 AI engines — not an editorial pick. See the full ranking below.

#ProductShareTrendEngines
1
Sentry

sentry.io

93.9%

95% CI 86.597.4%

77 mentions · avg pos 2.8

first pick 58.4%

GROK 100%GEMINI 88.5%CHATGPT 100%CLAUDE 92.9%PERPLEXITY 96.4%
Claim
2
Rollbar

rollbar.com

Best for: AI recommends Rollbar most when buyers ask affordable alternatives to the leading application error monitoring platforms (100% of those answers)

75.6%

95% CI 65.383.6%

62 mentions · avg pos 5.6

first pick 3.2%

GROK 85.7%GEMINI 80.8%CHATGPT 100%CLAUDE 85.7%PERPLEXITY 57.1%
Claim
3
Bugsnag

bugsnag.com

Best for: AI recommends Bugsnag most when buyers ask affordable alternatives to the leading application error monitoring platforms (92.9% of those answers)

70.7%

95% CI 60.179.5%

58 mentions · avg pos 6.3

first pick 1.7%

GROK 71.4%GEMINI 80.8%CHATGPT 100%CLAUDE 71.4%PERPLEXITY 53.6%
Claim
4
Datadog

datadoghq.com

Best for: AI recommends Datadog most when buyers ask best error monitoring tools for production web applications (92.9% of those answers)

54.9%

95% CI 44.165.2%

45 mentions · avg pos 8.6

first pick 6.7%

GROK 85.7%GEMINI 42.3%CHATGPT 100%CLAUDE 42.9%PERPLEXITY 53.6%
Claim
5
GlitchTip

glitchtip.com

Best for: AI recommends GlitchTip most when buyers ask affordable alternatives to the leading application error monitoring platforms (92.9% of those answers)

43.9%

95% CI 33.754.7%

36 mentions · avg pos 5

first pick 19.4%

GROK 57.1%GEMINI 34.6%CHATGPT 28.6%CLAUDE 42.9%PERPLEXITY 53.6%
Claim
6
Honeybadger

Best for: AI recommends Honeybadger most when buyers ask best application error tracking software for small engineering teams (100% of those answers)

41.5%

95% CI 31.452.3%

34 mentions · avg pos 8.2

first pick 2.9%

GROK 42.9%GEMINI 38.5%CHATGPT 71.4%CLAUDE 35.7%PERPLEXITY 39.3%
Claim
7
New Relic

newrelic.com

Best for: AI recommends New Relic most when buyers ask error monitoring tools vs full APM platforms for small teams (92.9% of those answers)

40.2%

95% CI 30.351.1%

33 mentions · avg pos 9.2

first pick 6.1%

GROK 71.4%GEMINI 38.5%CHATGPT 71.4%CLAUDE 14.3%PERPLEXITY 39.3%
Claim
8
Raygun

raygun.com

Best for: AI recommends Raygun most when buyers ask best error monitoring tools for production web applications (78.6% of those answers)

39%

95% CI 29.249.8%

32 mentions · avg pos 8.5

first pick 0%

GROK 57.1%GEMINI 53.8%CHATGPT 14.3%CLAUDE 7.1%PERPLEXITY 42.9%
Claim
9
Slack

slack.com

Best for: AI recommends Slack most when buyers ask how do I get alerted when my application crashes in production (100% of those answers)

31.7%

95% CI 22.642.4%

26 mentions · avg pos 7.4

first pick 11.5%

GROK 42.9%GEMINI 38.5%CHATGPT 57.1%CLAUDE 21.4%PERPLEXITY 21.4%
Claim
10
LogRocket

logrocket.com

Best for: AI recommends LogRocket most when buyers ask best error monitoring tools for production web applications (78.6% of those answers)

29.3%

95% CI 20.539.9%

24 mentions · avg pos 5.3

first pick 8.3%

GROK 28.6%GEMINI 30.8%CLAUDE 14.3%PERPLEXITY 42.9%
Claim
11
Airbrake

Best for: AI recommends Airbrake most when buyers ask affordable alternatives to the leading application error monitoring platforms (71.4% of those answers)

25.6%

95% CI 17.436%

21 mentions · avg pos 5.6

first pick 0%

GROK 28.6%GEMINI 38.5%CHATGPT 14.3%CLAUDE 7.1%PERPLEXITY 25%
Claim
12
PostHog

posthog.com

Best for: AI recommends PostHog most when buyers ask best application error tracking software for small engineering teams (53.8% of those answers)

23.2%

95% CI 15.433.4%

19 mentions · avg pos 5.9

first pick 0%

GEMINI 19.2%CLAUDE 21.4%PERPLEXITY 39.3%
Claim
13
SigNoz

signoz.io

Best for: AI recommends SigNoz most when buyers ask affordable alternatives to the leading application error monitoring platforms (64.3% of those answers)

19.5%

95% CI 12.429.4%

16 mentions · avg pos 9.3

first pick 6.3%

GROK 42.9%GEMINI 30.8%CHATGPT 14.3%CLAUDE 7.1%PERPLEXITY 10.7%
Claim
14
TrackJS

Best for: AI recommends TrackJS most when buyers ask what should I use to track JavaScript errors in my web app in real time (64.3% of those answers)

14.6%

95% CI 8.623.9%

12 mentions · avg pos 4.5

first pick 8.3%

GROK 14.3%GEMINI 15.4%CLAUDE 21.4%PERPLEXITY 14.3%
Claim
15
PagerDuty

pagerduty.com

Best for: AI recommends PagerDuty most when buyers ask how do I get alerted when my application crashes in production (64.3% of those answers)

14.6%

95% CI 8.623.9%

12 mentions · avg pos 8.8

first pick 16.7%

GROK 28.6%GEMINI 11.5%CHATGPT 42.9%CLAUDE 21.4%PERPLEXITY 3.6%
Claim
16
Firebase Crashlytics

Best for: AI recommends Firebase Crashlytics most when buyers ask how do I get alerted when my application crashes in production (57.1% of those answers)

13.4%

95% CI 7.722.4%

11 mentions · avg pos 5.3

first pick 18.2%

GROK 14.3%GEMINI 19.2%CLAUDE 7.1%PERPLEXITY 14.3%
Claim
17
Scout

scoutapm.com

Best for: AI recommends Scout most when buyers ask error monitoring tools vs full APM platforms for small teams (57.1% of those answers)

13.4%

95% CI 7.722.4%

11 mentions · avg pos 7

first pick 0%

GROK 28.6%GEMINI 15.4%PERPLEXITY 17.9%
Claim
18
Inspectlet

inspectlet.com

Best for: AI recommends Inspectlet most when buyers ask what should I use to track JavaScript errors in my web app in real time (78.6% of those answers)

12.2%

95% CI 6.821%

10 mentions · avg pos 5

first pick 0%

GROK 14.3%GEMINI 15.4%PERPLEXITY 17.9%
Claim
19
Highlight.io

highlight.io

9.8%

95% CI 518.1%

8 mentions · avg pos 4.3

first pick 12.5%

GROK 14.3%GEMINI 3.8%CLAUDE 14.3%PERPLEXITY 14.3%
Claim
20
Honeybadger.io

honeybadger.io

Best for: AI recommends Honeybadger.io most when buyers ask what should I use to track JavaScript errors in my web app in real time (42.9% of those answers)

9.8%

95% CI 518.1%

8 mentions · avg pos 6.3

first pick 0%

GEMINI 7.7%CHATGPT 14.3%PERPLEXITY 17.9%
Claim
21
Firebase

firebase.google.com

Best for: AI recommends Firebase most when buyers ask how do I get alerted when my application crashes in production (50% of those answers)

9.8%

95% CI 518.1%

8 mentions · avg pos 6.8

first pick 0%

GROK 14.3%GEMINI 11.5%CLAUDE 7.1%PERPLEXITY 10.7%
Claim
22
Better Stack

betterstack.com

Best for: AI recommends Better Stack most when buyers ask affordable alternatives to the leading application error monitoring platforms (50% of those answers)

9.8%

95% CI 518.1%

8 mentions · avg pos 8.9

first pick 0%

GROK 28.6%CHATGPT 28.6%CLAUDE 14.3%PERPLEXITY 7.1%
Claim
23
Prometheus

prometheus.io

9.8%

95% CI 518.1%

8 mentions · avg pos 25.1

first pick 0%

GROK 14.3%GEMINI 7.7%CHATGPT 28.6%CLAUDE 21.4%
Claim
24
Bugsink

bugsink.com

8.5%

95% CI 4.216.6%

7 mentions · avg pos 7.5

first pick 0%

GROK 42.9%CLAUDE 21.4%PERPLEXITY 3.6%
Claim
25
Grafana Cloud

8.5%

95% CI 4.216.6%

7 mentions · avg pos 25.5

first pick 0%

GROK 14.3%GEMINI 7.7%CHATGPT 42.9%CLAUDE 7.1%
Claim
26
Dynatrace

dynatrace.com

Best for: AI recommends Dynatrace most when buyers ask error monitoring tools vs full APM platforms for small teams (35.7% of those answers)

7.3%

95% CI 3.415.1%

6 mentions · avg pos 11

first pick 16.7%

GROK 28.6%GEMINI 7.7%CHATGPT 14.3%PERPLEXITY 3.6%
Claim
27
AWS

aws.amazon.com

7.3%

95% CI 3.415.1%

6 mentions · avg pos 28.8

first pick 0%

GROK 14.3%GEMINI 3.8%CHATGPT 42.9%CLAUDE 7.1%
Claim
28
Loki

7.3%

95% CI 3.415.1%

6 mentions · avg pos 30.6

first pick 0%

GEMINI 7.7%CHATGPT 28.6%CLAUDE 14.3%
Claim
29
CubeAPM

cubeapm.com

Best for: AI recommends CubeAPM most when buyers ask affordable alternatives to the leading application error monitoring platforms (50% of those answers)

6.1%

95% CI 2.613.5%

5 mentions · avg pos 6

first pick 0%

GROK 28.6%CHATGPT 14.3%PERPLEXITY 7.1%
Claim
30
AppSignal

appsignal.com

6.1%

95% CI 2.613.5%

5 mentions · avg pos 8.4

first pick 0%

GROK 14.3%GEMINI 3.8%CHATGPT 14.3%PERPLEXITY 7.1%
Claim
31
Atatus

6.1%

95% CI 2.613.5%

5 mentions · avg pos 12.4

first pick 0%

GEMINI 19.2%
Claim
32
Opsgenie

atlassian.com

Best for: AI recommends Opsgenie most when buyers ask how do I get alerted when my application crashes in production (35.7% of those answers)

6.1%

95% CI 2.613.5%

5 mentions · avg pos 15.2

first pick 0%

GROK 14.3%GEMINI 3.8%CHATGPT 14.3%CLAUDE 14.3%
Claim
33
SolarWinds Observability

solarwinds.com

Best for: AI recommends SolarWinds Observability most when buyers ask how do I get alerted when my application crashes in production (50% of those answers)

4.9%

95% CI 1.911.9%

4 mentions · avg pos 5.7

first pick 25%

GEMINI 11.5%PERPLEXITY 3.6%
Claim
34
SmartBear

4.9%

95% CI 1.911.9%

4 mentions · avg pos 10

first pick 0%

GROK 14.3%GEMINI 7.7%CLAUDE 7.1%
Claim
35
Temps

temps.sh

3.7%

95% CI 1.310.2%

3 mentions · avg pos 3

first pick 0%

GEMINI 7.7%CHATGPT 14.3%
Claim
36
OpenObserve

openobserve.ai

3.7%

95% CI 1.310.2%

3 mentions · avg pos 7

first pick 0%

GROK 14.3%GEMINI 7.7%
Claim
37
Uptrace

3.7%

95% CI 1.310.2%

3 mentions · avg pos 8.7

first pick 0%

GROK 14.3%GEMINI 7.7%
Claim
38
Tempo

3.7%

95% CI 1.310.2%

3 mentions · avg pos 9.5

first pick 0%

GEMINI 7.7%CLAUDE 7.1%
Claim
39
UXCam

uxcam.com

3.7%

95% CI 1.310.2%

3 mentions · avg pos 9.5

first pick 0%

GROK 14.3%GEMINI 3.8%PERPLEXITY 3.6%
Claim
40
Pingdom

pingdom.com

Best for: AI recommends Pingdom most when buyers ask how do I get alerted when my application crashes in production (35.7% of those answers)

3.7%

95% CI 1.310.2%

3 mentions · avg pos 12

first pick 0%

CHATGPT 14.3%CLAUDE 14.3%
Claim
41
OneUptime

oneuptime.com

3.7%

95% CI 1.310.2%

3 mentions · avg pos 12.3

first pick 33.3%

GROK 42.9%
Claim
42
PM2

pm2.keymetrics.io

3.7%

95% CI 1.310.2%

3 mentions · avg pos 16.7

first pick 0%

GROK 14.3%CHATGPT 14.3%CLAUDE 7.1%
Claim
43
Alertmanager

3.7%

95% CI 1.310.2%

3 mentions · avg pos 20.7

first pick 0%

GROK 14.3%CHATGPT 14.3%CLAUDE 7.1%
Claim
44
Elasticsearch

elastic.co

Best for: AI recommends Elasticsearch most when buyers ask how do I get alerted when my application crashes in production (35.7% of those answers)

3.7%

95% CI 1.310.2%

3 mentions · avg pos 36

first pick 0%

GEMINI 3.8%CHATGPT 14.3%CLAUDE 7.1%
Claim
45
Splunk

splunk.com

3.7%

95% CI 1.310.2%

3 mentions · avg pos 37

first pick 0%

CHATGPT 28.6%CLAUDE 7.1%
Claim
46
Errbit

2.4%

95% CI 0.78.5%

2 mentions · avg pos 3.5

first pick 0%

GEMINI 7.7%
Claim
47
ShotMark

shotmark.dev

2.4%

95% CI 0.78.5%

2 mentions · avg pos 8

first pick 0%

PERPLEXITY 7.1%
Claim
48
StatusCake

2.4%

95% CI 0.78.5%

2 mentions · avg pos 8.5

first pick 0%

CLAUDE 14.3%
Claim
49
ELK Stack

Best for: AI recommends ELK Stack most when buyers ask how do I get alerted when my application crashes in production (42.9% of those answers)

2.4%

95% CI 0.78.5%

2 mentions · avg pos 9

first pick 0%

GEMINI 3.8%CLAUDE 7.1%
Claim
50
Mimir

2.4%

95% CI 0.78.5%

2 mentions · avg pos 13

first pick 0%

GEMINI 3.8%CLAUDE 7.1%
Claim
51
ELK

2.4%

95% CI 0.78.5%

2 mentions · avg pos 22

first pick 0%

CHATGPT 14.3%CLAUDE 7.1%
Claim
52
SSOJet

ssojet.com

2.4%

95% CI 0.78.5%

2 mentions · avg pos 52

first pick 0%

CHATGPT 28.6%
Claim
53
Nurbak Watch

nurbak.com

1.2%

95% CI 0.26.6%

1 mentions · avg pos 1

first pick 100%

GROK 14.3%
Claim
54
VictorOps

1.2%

95% CI 0.26.6%

1 mentions · avg pos 4

first pick 0%

PERPLEXITY 3.6%
Claim
55
FullStory

fullstory.com

1.2%

95% CI 0.26.6%

1 mentions · avg pos 6

first pick 0%

GROK 14.3%
Claim
56
Datadog Log Management

datadog.com

1.2%

95% CI 0.26.6%

1 mentions · avg pos 7

first pick 0%

GEMINI 3.8%
Claim
57
Uptime Robot

uptimerobot.com

Best for: AI recommends Uptime Robot most when buyers ask how do I get alerted when my application crashes in production (35.7% of those answers)

1.2%

95% CI 0.26.6%

1 mentions · avg pos 8

first pick 0%

CLAUDE 7.1%
Claim
58
Core Web Vitals

web.dev

1.2%

95% CI 0.26.6%

1 mentions · avg pos 9

first pick 0%

GROK 14.3%
Claim
59
Honeycomb

honeycomb.io

1.2%

95% CI 0.26.6%

1 mentions · avg pos 12

first pick 0%

GEMINI 3.8%
Claim
60
Middleware

middleware.io

1.2%

95% CI 0.26.6%

1 mentions · avg pos 14

first pick 0%

GROK 14.3%
Claim
61
Azure API Management

azure.microsoft.com

1.2%

95% CI 0.26.6%

1 mentions · avg pos 24

first pick 0%

CHATGPT 14.3%
Claim
62
Apigee

cloud.google.com

1.2%

95% CI 0.26.6%

1 mentions · avg pos 25

first pick 0%

CHATGPT 14.3%
Claim
63
Grafana Loki

1.2%

95% CI 0.26.6%

1 mentions · avg pos 33

first pick 0%

CHATGPT 14.3%
Claim
64
OpenSearch

opensearch.org

1.2%

95% CI 0.26.6%

1 mentions · avg pos 33

first pick 0%

CHATGPT 14.3%
Claim
65
Elastic Stack

1.2%

95% CI 0.26.6%

1 mentions · avg pos 68

first pick 0%

CHATGPT 14.3%
Claim
66
Dev.to

dev.to

Best for: AI recommends Dev.to most when buyers ask which error monitoring tool has the best source map support for front-end errors (30.8% of those answers)

1.2%

95% CI 0.26.6%

1 mentions

first pick 0%

PERPLEXITY 3.6%
Claim
67
Dotcom-Monitor

dotcom-monitor.com

Best for: AI recommends Dotcom-Monitor most when buyers ask best error monitoring tools for production web applications (42.9% of those answers)

1.2%

95% CI 0.26.6%

1 mentions

first pick 0%

PERPLEXITY 3.6%
Claim
68
F6S

f6s.com

1.2%

95% CI 0.26.6%

1 mentions

first pick 0%

PERPLEXITY 3.6%
Claim
69
GuideFlow

guideflow.com

Best for: AI recommends GuideFlow most when buyers ask best application error tracking software for small engineering teams (38.5% of those answers)

1.2%

95% CI 0.26.6%

1 mentions

first pick 0%

PERPLEXITY 3.6%
Claim
70
QuickLink

chromewebstore.google.com

1.2%

95% CI 0.26.6%

1 mentions

first pick 0%

PERPLEXITY 3.6%
Claim
71
SourceForge

sourceforge.net

1.2%

95% CI 0.26.6%

1 mentions

first pick 0%

PERPLEXITY 3.6%
Claim
72
Twilio

twilio.com

1.2%

95% CI 0.26.6%

1 mentions

first pick 0%

PERPLEXITY 3.6%
Claim

Reading the numbers: Share is a point estimate on 82 sampled answers, so each row also shows its 95% CI — the Wilson score interval around that share. When two products' intervals overlap, the gap between them isn't statistically meaningful at this sample size. First pick is the share of a product's recommending answers where it was named first, which separates “always mentioned” from “usually the top recommendation”. Full methodology.

Independence: Orbator customers are badged for disclosure. Customer status does not affect prompts, sampling, extraction, or ranking — see the methodology. Your product on this list? Claim it to see the prompts behind your rank and track it weekly.

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