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Best Application Performance Monitoring

What 10 leading AI models recommend

Top Recommendations

#1

Dynatrace

Mentioned by
10/10
models
Average rank: 1.2
Gemini FGemini Pclaude-sonnet-4.5+7 more
#2

New Relic

Mentioned by
10/10
models
Average rank: 2.7
Gemini FGemini Pclaude-sonnet-4.5+7 more
#3

Datadog

Mentioned by
9/10
models
Average rank: 2.2
Gemini PGemini Fclaude-sonnet-4.5+6 more
#4

AppDynamics

Mentioned by
6/10
models
Average rank: 3.8
Gemini Fclaude-sonnet-4.5gpt-4o-mini+3 more
#5

Splunk

Mentioned by
6/10
models
Average rank: 4.3
claude-sonnet-4.5claude-opus-4.5llama-3.3-70b-instruct:free+3 more
#6

Davis AI

Mentioned by
5/10
models
Average rank: 1.0
Gemini Fclaude-sonnet-4.5mistral-large-2512+2 more

What Each AI Model Says

?

gpt-5.1

  1. 3NRDB+
?

claude-sonnet-4.5

  1. 6Elastic APM+
  2. 7Grafana Cloud+
  3. 8CloudWatch+
  4. 8AWS X-Ray+
  5. 9Application Insights+
G

Gemini 2.5 Pro

  1. 1New Relic One+
?

llama-3.3-70b-instruct:free

No rankings extracted

?

claude-opus-4.5

  1. 6Elastic Observability+
  2. 9Microsoft Azure Monitor+
  3. 10Amazon CloudWatch+
  4. 11Google Cloud Operations+
  5. 5Application Insights+
D

DeepSeek V3

  1. 6Elastic Observability+
  2. 6Elastic APM+
?

gpt-4o-mini

  1. 4Splunk APM+
  2. 5Elastic APM+
  3. 3Elasticsearch+
?

glm-4.7

  1. 4Splunk APM+
  2. 6Elastic Stack+
  3. 7Application Insights+
  4. 7Microsoft Azure Monitor+
G

Gemini 2.5 Flash

  1. 1Splunk APM+
  2. 2Elastic APM+
  3. 3Lightstep+
  4. 4Grafana Cloud+
?

mistral-large-2512

  1. 2New Relic Vulnerability Management+
  2. 5Splunk Observability Cloud+
  3. 6Elastic Observability+
  4. 6ELK Stack+
  5. 7SolarWinds AppOptics+

Complete Rankings

RankProduct/CompanyModels MentioningAvg. RankMentioned By
1Dynatrace
10/10
1.2
Gemini FGemini Pclaude-sonnet-4.5claude-opus-4.5gpt-4o-minigpt-5.1llama-3.3-70b-instruct:freemistral-large-2512DeepSeekglm-4.7
2New Relic
10/10
2.7
Gemini FGemini Pclaude-sonnet-4.5claude-opus-4.5gpt-4o-minigpt-5.1llama-3.3-70b-instruct:freemistral-large-2512DeepSeekglm-4.7
3Datadog
9/10
2.2
Gemini PGemini Fclaude-sonnet-4.5claude-opus-4.5gpt-5.1llama-3.3-70b-instruct:freemistral-large-2512DeepSeekglm-4.7
4AppDynamics
6/10
3.8
Gemini Fclaude-sonnet-4.5gpt-4o-minillama-3.3-70b-instruct:freemistral-large-2512DeepSeek
5Splunk
6/10
4.3
claude-sonnet-4.5claude-opus-4.5llama-3.3-70b-instruct:freemistral-large-2512DeepSeekglm-4.7
6Davis AI
5/10
1.0
Gemini Fclaude-sonnet-4.5mistral-large-2512DeepSeekglm-4.7
7Elastic APM
4/10
5.7
Gemini Fclaude-sonnet-4.5gpt-4o-miniDeepSeek
8Elastic Observability
4/10
6.3
claude-opus-4.5gpt-5.1mistral-large-2512DeepSeek
9Grafana Cloud
4/10
7.5
Gemini Fclaude-sonnet-4.5claude-opus-4.5gpt-5.1
10Splunk APM
3/10
4.0
Gemini Fgpt-4o-miniglm-4.7
11Cisco AppDynamics
3/10
4.7
claude-opus-4.5gpt-5.1glm-4.7
12Application Insights
3/10
8.0
claude-sonnet-4.5claude-opus-4.5glm-4.7
13Smartscape
2/10
1.5
gpt-5.1mistral-large-2512
14Unified Platform
2/10
2.0
Gemini Pglm-4.7
15Davis AI engine
2/10
2.0
claude-opus-4.5gpt-5.1
16Unified observability platform
2/10
2.0
claude-sonnet-4.5DeepSeek
17Splunk Observability Cloud
2/10
5.5
gpt-5.1mistral-large-2512
18Log analytics
2/10
5.5
gpt-5.1DeepSeek
19IBM Instana
2/10
6.0
claude-opus-4.5gpt-5.1
20Open Source
2/10
6.0
gpt-4o-miniglm-4.7
21Grafana Labs
2/10
6.5
Gemini Fclaude-opus-4.5
22Microsoft Azure Monitor
2/10
8.0
claude-opus-4.5glm-4.7
23Business iQ
2/10
-
claude-sonnet-4.5claude-opus-4.5
24Business Transaction Monitoring
2/10
-
Gemini Fgpt-4o-mini
25Cost
2/10
-
Gemini PGemini F
26Cloud-native support
1/10
1.0
gpt-5.1
27OneAgent
1/10
1.0
glm-4.7
28Full-stack monitoring
1/10
1.0
DeepSeek
29Pricing complexity
1/10
1.0
gpt-5.1
30APM
1/10
1.0
gpt-5.1
31Integration Library
1/10
2.0
glm-4.7
32Flexible pricing
1/10
2.0
DeepSeek
33New Relic Vulnerability Management
1/10
2.0
mistral-large-2512
34Complexity
1/10
2.0
gpt-5.1
35Cloud monitoring
1/10
3.0
DeepSeek
36Code-Centric
1/10
3.0
glm-4.7
37CodeStream
1/10
3.0
glm-4.7
38NRDB
1/10
3.0
gpt-5.1
39Usage-based pricing
1/10
3.0
gpt-5.1
40Extensive integrations
1/10
3.0
DeepSeek
41UI/UX
1/10
4.0
gpt-5.1
42Business transaction tracing
1/10
4.0
gpt-5.1
43Business iQ (BIQ)
1/10
4.0
mistral-large-2512
44Business transaction monitoring
1/10
4.0
DeepSeek
45Search Processing Language (SPL)
1/10
4.0
glm-4.7
46Business Context
1/10
5.0
glm-4.7
47Auto-discovery
1/10
5.0
gpt-5.1
48Elastic
1/10
6.0
glm-4.7
49IBM
1/10
6.0
llama-3.3-70b-instruct:free
50Open-source
1/10
6.0
DeepSeek
51Elastic Stack
1/10
6.0
glm-4.7
52ELK Stack
1/10
6.0
mistral-large-2512
53Microsoft
1/10
7.0
llama-3.3-70b-instruct:free
54SolarWinds AppOptics
1/10
7.0
mistral-large-2512
55Riverbed
1/10
8.0
llama-3.3-70b-instruct:free
56CloudWatch
1/10
8.0
claude-sonnet-4.5
57Instana
1/10
8.0
mistral-large-2512
58AWS X-Ray
1/10
8.0
claude-sonnet-4.5
59CA Technologies
1/10
9.0
llama-3.3-70b-instruct:free
60Azure Monitor
1/10
9.0
claude-sonnet-4.5
61Honeycomb
1/10
10.0
claude-sonnet-4.5
62Amazon CloudWatch
1/10
10.0
claude-opus-4.5
63Oracle
1/10
10.0
llama-3.3-70b-instruct:free
64Google Cloud Operations
1/10
11.0
claude-opus-4.5
65Davis
1/10
-
Gemini P
66Observability
1/10
-
Gemini P
67Lightstep
1/10
-
Gemini F
68Open Source Foundation
1/10
-
Gemini F
69Open Source & Open Telemetry Focus
1/10
-
Gemini F
70NRQL
1/10
-
Gemini F
71Cost Can Scale Quickly
1/10
-
Gemini F
72AI-powered analytics and automation
1/10
-
llama-3.3-70b-instruct:free
73Real-time monitoring and alerting
1/10
-
llama-3.3-70b-instruct:free
74Complex pricing structure
1/10
-
claude-sonnet-4.5
75DevOps tools integration
1/10
-
llama-3.3-70b-instruct:free
76Easy to use and deploy
1/10
-
llama-3.3-70b-instruct:free
77Advanced analytics and machine learning
1/10
-
llama-3.3-70b-instruct:free
78Unified Observability Platform
1/10
-
Gemini F
79Full-Stack Observability
1/10
-
Gemini F
80Application Performance Monitoring
1/10
-
Gemini F
81All-in-One Platform
1/10
-
Gemini P
82Premium pricing
1/10
-
claude-sonnet-4.5
83Generous free tier
1/10
-
claude-sonnet-4.5
84Pricing can become unpredictable
1/10
-
claude-sonnet-4.5
85OpenTelemetry native support
1/10
-
claude-sonnet-4.5
86Cloud-native and hybrid environments support
1/10
-
llama-3.3-70b-instruct:free
87Expensive licensing model
1/10
-
claude-sonnet-4.5
88ELK stack
1/10
-
claude-sonnet-4.5
89750+ integrations
1/10
-
claude-opus-4.5
90Splunk APM/Observability Cloud
1/10
-
claude-opus-4.5
91Simplified, transparent consumption-based pricing
1/10
-
claude-opus-4.5
921-second granularity
1/10
-
claude-opus-4.5
93X-Ray
1/10
-
claude-opus-4.5
94AI-Powered Insights
1/10
-
gpt-4o-mini
95Full-Stack Monitoring
1/10
-
gpt-4o-mini
96Comprehensive Toolset
1/10
-
gpt-4o-mini
97Real-Time Monitoring
1/10
-
gpt-4o-mini
98Data Analytics Focus
1/10
-
gpt-4o-mini
99Elasticsearch
1/10
-
gpt-4o-mini
100Costs can escalate quickly
1/10
-
claude-sonnet-4.5
101New Relic One
1/10
-
Gemini P
102APM Heritage
1/10
-
Gemini P
103Cost at Scale
1/10
-
Gemini P
104Massive Integration Library
1/10
-
Gemini P

Query Posed to AI Models

"Software that monitors and manages the performance and availability of applications, infrastructure, and business transactions. Rank the leading vendors in the Application Performance Monitoring market. For each vendor, explain their key strengths and weaknesses, and which types of businesses they are best suited for."

Generated: January 2, 2026 at 05:21 AM