Top Log Management Brands by AI Memory Score

Ranked by AI Visibility Score across 10 AI platforms

Centralized logging and analysis

127 brands measured using consensus sampling methodology

👑

Category Monster Rankings

Brands that own AI recommendations in Log Management

🏆
Category Monster
Fluent Bit
fluentbit.io
93%
AI Visibility Score
9/10 models
Category Monster rankings based on AI Visibility Score • week_2025_50
Rank
Brand
AI Memory Score
Model Coverage
Consensus
1
Fluent Bit
fluentbit.io
93%
9/10
88%
2
Rsyslog
rsyslog.com
92%
9/10
91%
3
Graylog
graylog.com
92%
9/10
73%
4
ErrorLog
errorlog.io
91%
6/10
90%
5
Seq
seq.io
90%
3/10
89%
6
SumLogic
sumlogic.com
90%
5/10
89%
7
LogFire
logfire.com
89%
3/10
81%
8
Splunk
splunk.com
88%
10/10
82%
9
OpenObserve
openobserve.ai
87%
7/10
85%
10
Logentries
logentries.com
87%
9/10
68%
11
Logit.io
logit.io
87%
9/10
65%
12
VictoriaLogs
victorialogs.com
86%
7/10
67%
13
ObservIQ
observiq.com
86%
9/10
76%
14
Logflare
logflare.com
85%
9/10
63%
15
Seq
seq.com
85%
3/10
99%
16
observIQ
observIQ.com
84%
9/10
80%
17
Logplex
logplex.io
83%
9/10
62%
18
Kibana
kibana.com
83%
9/10
82%
19
LogMatrix
logmatrix.com
83%
5/10
58%
20
TestLog
testlog.com
83%
3/10
81%
21
Logstash
logstash.org
82%
10/10
64%
22
Parseable
parseable.com
82%
4/10
63%
23
AWS CloudWatch
cloudwatch.aws
82%
8/10
88%
24
Stackdriver
stackdriver.com
81%
6/10
90%
25
Logmatic
logmatic.io
81%
9/10
57%
26
OpenObserve
openobserve.io
81%
5/10
71%
27
Sumo
sumo.com
81%
6/10
70%
28
Kibana
kibana.io
80%
8/10
78%
29
Datadog
datadog.com
80%
9/10
86%
30
Errorlytics
errorlytics.com
79%
3/10
82%
31
Timber.io
timber.io
79%
6/10
54%
32
ObservabilityHQ
observabilityhq.com
78%
7/10
86%
33
Bugfender
bugfender.com
78%
5/10
90%
34
Microsoft Azure Monitor
monitoring.microsoft.com
78%
6/10
87%
35
Rollbar
rollback.io
78%
4/10
90%
36
Open Observability
openobservability.io
78%
8/10
84%
37
Retrace
retrace.saucelabs.com
78%
3/10
90%
38
Runtime Analytics
runtimeanalytics.com
78%
3/10
81%
39
Telegraf
telegraf.io
78%
3/10
75%
40
Syslog-ng
syslog-ng.com
77%
9/10
52%
41
Elmah.io
elmah.io
77%
6/10
87%
42
Parseable
parseable.io
77%
4/10
60%
43
Stackify
stackify.com
77%
9/10
78%
44
Exceptionless
exceptionless.com
77%
6/10
90%
45
Fluentd
fluentd.org
75%
10/10
46%
46
Chaossearch
chaossearch.io
74%
4/10
42%
47
SIEMonster
siemonster.com
74%
5/10
83%
48
Retrace
retrace.stackify.com
74%
5/10
86%
49
Highlight.io
highlight.io
73%
3/10
92%
50
Coralogix
coralogix.com
73%
10/10
51%
51
Motadata
motadata.com
73%
5/10
83%
52
Cribl
cribl.io
73%
8/10
56%
53
Runtime Monitor
runtimemonitor.com
73%
3/10
91%
54
TraceView
traceview.com
73%
4/10
91%
55
OpenSearch
opensearch.org
73%
4/10
74%
56
Datadog
datadoqh.com
73%
9/10
85%
57
Retrace
retrace.io
73%
3/10
90%
58
Runtime Insights
runtimeinsights.com
73%
3/10
81%
59
Sumo Logic
sumologic.com
72%
10/10
72%
60
Wazuh
wazuh.com
72%
8/10
71%
61
IBM QRadar
qradar.com
72%
4/10
79%
62
Airbrake
airbrake.io
72%
3/10
88%
63
ArcSight
arcsight.com
72%
7/10
76%
64
Datadog
datadoghq.com
71%
10/10
70%
65
AppOptics
appoptics.com
71%
5/10
85%
66
Papertrail
papertrail.com
70%
9/10
48%
67
Rollbar
rollbar.com
70%
4/10
88%
68
Loggly
loggly.com
70%
10/10
59%
69
ArcSight
arcsite.com
70%
7/10
73%
70
Fortra (Tripwire)
fortra.com
69%
3/10
89%
71
Elastic
elastic.co
69%
10/10
73%
72
Uptrace
uptrace.dev
68%
5/10
75%
73
SigNoz
signoz.io
68%
8/10
81%
74
Graylog
graylog.org
68%
10/10
63%
75
Apache SkyWalking
skywalking.apache.org
68%
3/10
90%
76
OpenTelemetry
opentelemetry.io
67%
5/10
86%
77
Monitor the Cloud
monitorthecloud.com
67%
3/10
78%
78
Better Stack
betterstack.com
67%
5/10
65%
79
Monit
monit.sourceforge.net
66%
4/10
79%
80
Atatus
atatus.com
66%
7/10
88%
81
OSSEC
ossec.github.io
66%
8/10
54%
82
SenseDeep
sensedeep.com
65%
4/10
82%
83
Monit
monit.org
65%
3/10
80%
84
Easy Monitoring
easymonitoring.com
65%
5/10
100%
85
Logz.io
logz.io
65%
10/10
54%
86
Scalyr
scalyr.com
64%
10/10
33%
87
Loom Systems
loomsystems.com
64%
4/10
67%
88
Nagios
nagios.com
63%
3/10
85%
89
CubeAPM
cubeapm.com
63%
3/10
81%
90
Azure DevOps
azure.microsoft.com
63%
5/10
71%
91
AppMetrics
appmetrics.com
63%
3/10
91%
92
IBM Analytics
IBM.com
62%
3/10
56%
93
AppSignal
appsignal.com
62%
4/10
81%
94
Lightstep
lightstep.com
62%
3/10
88%
95
Sematext
sematext.com
62%
9/10
58%
96
LogPoint
logpoint.com
62%
7/10
49%
97
LogRhythm
logrhythm.com
61%
10/10
67%
98
Papertrail
papertrailapp.com
61%
10/10
54%
99
CollectD
collectd.org
61%
4/10
89%
100
Alert Logic
alertlogic.com
60%
3/10
88%
Showing top 100 of 127 brands

Data from LLMPageRank.com • Methodology: consensus sampling across 10 AI platforms • Updated weekly

AI memory score reflects how often brands appear in AI model recommendations. Model coverage indicates contextual emergence across platforms. Consensus measures prompt affinity agreement between models.