Best AI observability & log analytics platforms, according to AI

Data as of Aug 25, 2026 · Based on 1,009 AI responses · Shares cover the last 30 days · See how Parse measures this

AI Observability & Log Analytics Platforms

278 brands

ParseChatGPT + Google AI

Parse

https://parse.gl

Measured across ChatGPT & Google AI

Best AI Observability & Log Analytics Platforms, According to ChatGPT & Google AI | Parse

#	Brand	What AI says	Mention rate
1	DatadogDominant leader, frequently cited for its Watchdog and Bits AI assistants.	Dominant leader, frequently cited for its Watchdog and Bits AI assistants.	58%
2	Logz.ioRegularly mentioned for its AI agent and focus on unified, AI-driven observability.	Regularly mentioned for its AI agent and focus on unified, AI-driven observability.	33%
3	DynatraceA top contender, consistently recognized for its 'Davis AI' causal analysis engine.	A top contender, consistently recognized for its 'Davis AI' causal analysis engine.	30%
4	Cisco		29%
5	ElasticMajor gainer, noted for its integrated Elastic Stack and machine learning capabilities.	Major gainer, noted for its integrated Elastic Stack and machine learning capabilities.	28%
6	Sumo LogicCited for its 'LogReduce' algorithm and AI-assisted log clustering capabilities.	Cited for its 'LogReduce' algorithm and AI-assisted log clustering capabilities.	24%
7	New Relic		22%
8	Amazon		17%
9	Sentry		13%
10	Loglizer		13%
11	ScienceLogicOften cited for its Skylar Advisor for automated, unsupervised root cause analysis.	Often cited for its Skylar Advisor for automated, unsupervised root cause analysis.	13%
12	LogicMonitor		12%
13	Log Anomaly Detector		11%
14	Grafana		11%
15	Harness		10%
16	LogAI		10%
17	AI-Log-Analyzer		10%
18	Rollbar		10%
19	CoralogixFrequently recommended for its ML-based log clustering and noise reduction features.	Frequently recommended for its ML-based log clustering and noise reduction features.	9%
20	Microsoft		8%
21	Braintrust		7%
22	Graylog		6%
23	Observo AI		5%
24	Octopus Deploy		5%
25	Monte Carlo Data		4%
26	Dash0		4%
27	DeployHQ		4%
28	Langfuse		4%
29	Arize AI		4%
30	Middleware		3%
31	Bugsnag		3%
32	BetterStack		3%
33	Stackify by Netreo		3%
34	SigNoz		3%
35	arXiv		3%
36	Vercel		2%
37	Logstail		2%
38	LangChain		2%
39	Salesforce		2%
40	Scikit-learn		2%
41	Mezmo		2%
42	Lovable		2%
43	Acceldata		2%
44	PyOD		2%
45	IBM		2%
46	OpenSearch		2%
47	Gitar		2%
48	Lumigo		2%
49	Manageengine		2%
50	Replit		2%
51	Ask Nova		1%
52	Galileo Learn		1%
53	LogHunter AI		1%
54	Rootly		1%
55	LogRocket		1%
56	Observe		1%
57	Raygun		1%
58	ServiceNow		1%
59	Digitalocean		1%
60	Honeycomb		1%
61	Logmind		1%
62	Metoro		1%
63	Braintrust		1%
64	xMatters		1%
65	GitHubEmerged as a key player for CI/CD, with Copilot explaining build failures.	Emerged as a key player for CI/CD, with Copilot explaining build failures.	1%
66	Exabeam		1%
67	Integrated Research		<1%
68	Prometheus		<1%
69	Akuity		<1%
70	Oracle		<1%
71	BigPanda		<1%
72	OpenObserve		<1%
73	Helicone		<1%
74	Edge Delta		<1%
75	Seer		<1%
76	StackPilot		<1%
77	Sematext		<1%
78	Humanitec		<1%
79	OneUptime		<1%
80	PagerDuty		<1%
81	TrueFoundry		<1%
82	LogLead		<1%
83	Fiddler AI		<1%
84	Netdata Cloud		<1%
85	Sentry Insurance		<1%
86	Resolve		<1%
87	OpenTelemetry		<1%
88	Tribe AI		<1%
89	Log Analyzer AI		<1%
90	Alphabet		<1%
91	IncidentFox		<1%
92	Portkey AI		<1%
93	LogPilot		<1%
94	Observe		<1%
95	Maxim AI		<1%
96	Prilog.ai		<1%
97	Runway		<1%
98	Runway		<1%
99	Microtica		<1%
100	Runway		<1%