Best New Relic AI Alternatives in 2026
30 AI tools that can replace New Relic AI, ranked by how much of what New Relic AI does they cover. The percentage is a match score, not a popularity score.
Replacing: New Relic AI — New Relic AI is a generative assistant built into the New Relic observability platform thaInput: text, data, code · Output: text, code
1
Datadog is a cloud-scale observability and security service that brings infrastructure metrics, application traces, logs, security signals and user experience data into one place.
Input: data, code · Output: data
Free planFrom $15/moAPIMobile appTeams
93%Near drop-in replacement · same core category as New Relic AI
00
How the score adds up
- Same core category55/55
- Covers New Relic AI's goals25/25
- Feature description similarity13/20
Shared goals 2 of the 2 we tag New Relic AI for
MonitoringSoftware Development
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
2
Arize Phoenix is an open-source platform for AI observability and evaluation, built by Arize.
Input: text, data · Output: data
Free planFrom $50/moAPITeams
89%Strong alternative · same core category as New Relic AI
00
How the score adds up
- Same core category55/55
- Covers New Relic AI's goals25/25
- Feature description similarity9/20
Shared goals 2 of the 2 we tag New Relic AI for
MonitoringSoftware Development
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
3
Langfuse is an open-source platform for observability and evaluation of AI agents and LLM applications.
Input: text, data · Output: data
Free planFrom $29/moAPITeams
89%Strong alternative · same core category as New Relic AI
00
How the score adds up
- Same core category55/55
- Covers New Relic AI's goals25/25
- Feature description similarity9/20
Shared goals 2 of the 2 we tag New Relic AI for
MonitoringSoftware Development
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
4
Helicone is an AI gateway and LLM observability platform that routes, debugs and analyzes requests from AI applications.
Input: data · Output: data
Free planFrom $79/moAPITeams
88%Strong alternative · same core category as New Relic AI
00
How the score adds up
- Same core category55/55
- Covers New Relic AI's goals25/25
- Feature description similarity8/20
Shared goals 2 of the 2 we tag New Relic AI for
MonitoringSoftware Development
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
5
Cisco AI Canvas creates a unified workspace where IT operations teams handle incidents across networking, security, collaboration, and observability domains simultaneously
Input: text, data · Output: text, data
Free planTeams
75%Strong alternative · same core category as New Relic AI
00
How the score adds up
- Same core category55/55
- Covers New Relic AI's goals16/25
- Feature description similarity4/20
Shared goals 1 of the 2 we tag New Relic AI for
Monitoring
Also tagged for
AI Agents
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
6
An SEO manager notices traffic dropping despite strong Google rankings
Input: text, web pages · Output: text, data
Free planFrom $89/moAPITeams
75%Strong alternative · same core category as New Relic AI
00
How the score adds up
- Same core category55/55
- Covers New Relic AI's goals16/25
- Feature description similarity5/20
Shared goals 1 of the 2 we tag New Relic AI for
Monitoring
Also tagged for
SEO
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
7
Most companies track where they rank on Google
Input: text · Output: data
Free planFrom $99/mo
75%Strong alternative · same core category as New Relic AI
00
How the score adds up
- Same core category55/55
- Covers New Relic AI's goals16/25
- Feature description similarity4/20
Shared goals 1 of the 2 we tag New Relic AI for
Monitoring
Also tagged for
SEO
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
8
See how much traffic AI chatbots actually send you
Input: web pages · Output: documents, data
Free planFrom $29/mo
75%Strong alternative · same core category as New Relic AI
00
How the score adds up
- Same core category55/55
- Covers New Relic AI's goals16/25
- Feature description similarity4/20
Shared goals 1 of the 2 we tag New Relic AI for
Monitoring
Also tagged for
SEO
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
9
Dynatrace is an observability platform that combines application performance monitoring, infrastructure monitoring, log analytics, digital experience monitoring and application security in one place.
Input: data · Output: data
Free trialFrom $7/moAPITeams
80%Strong alternative · same core category as New Relic AI
00
How the score adds up
- Same core category55/55
- Covers New Relic AI's goals16/25
- Feature description similarity10/20
Shared goals 1 of the 2 we tag New Relic AI for
Monitoring
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
10
TAAFT, operating as NBot AI, monitors content across news sites, newsletters, RSS feeds, blogs, YouTube, X, Reddit, and websites to surface information matching user-defined interests
Input: text, web pages · Output: text
Free plan
74%Partial replacement — covers the main need with gaps · same core category as New Relic AI
00
How the score adds up
- Same core category55/55
- Covers New Relic AI's goals16/25
- Feature description similarity3/20
Shared goals 1 of the 2 we tag New Relic AI for
Monitoring
Also tagged for
News
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
11
Reddit's packed with people describing their problems in real time
Input: text, web pages · Output: text, data
From $29/mo
74%Partial replacement — covers the main need with gaps · same core category as New Relic AI
00
How the score adds up
- Same core category55/55
- Covers New Relic AI's goals16/25
- Feature description similarity3/20
Shared goals 1 of the 2 we tag New Relic AI for
Monitoring
Also tagged for
Lead Generation
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
12
TAAFT deploys AI agents called Scouts that crawl the web looking for whatever you tell them to find
Input: text · Output: text
Free planAPI
73%Partial replacement — covers the main need with gaps · same core category as New Relic AI
00
How the score adds up
- Same core category55/55
- Covers New Relic AI's goals16/25
- Feature description similarity2/20
Shared goals 1 of the 2 we tag New Relic AI for
Monitoring
Also tagged for
AI AgentsResearch
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
13
The Monitor API is a tool designed for continuous tracking of web changes relevant to a user-defined
Input: text · Output: data
Free planFrom $9.99/mo
74%Partial replacement — covers the main need with gaps · same core category as New Relic AI
00
How the score adds up
- Same core category55/55
- Covers New Relic AI's goals16/25
- Feature description similarity4/20
Shared goals 1 of the 2 we tag New Relic AI for
Monitoring
Also tagged for
API Integration
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
14
Voice-native AI sounds impressive—until you learn most vendors transcribe audio to text first, then analyze
Input: audio · Output: text, data
Free planFrom $30,000/mo
73%Partial replacement — covers the main need with gaps · same core category as New Relic AI
00
How the score adds up
- Same core category55/55
- Covers New Relic AI's goals16/25
- Feature description similarity3/20
Shared goals 1 of the 2 we tag New Relic AI for
Monitoring
Also tagged for
Transcription
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
15
Your brand could be mentioned thousands of times in AI search results and you'd never know
Input: web pages · Output: text, data
Free planFrom $149/moTeams
75%Strong alternative · same core category as New Relic AI
00
How the score adds up
- Same core category55/55
- Covers New Relic AI's goals16/25
- Feature description similarity5/20
Shared goals 1 of the 2 we tag New Relic AI for
Monitoring
Also tagged for
SEO
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
16
Search-Visibility.AI measures how often, and how prominently, AI assistants name your brand when people ask questions.
Input: text, web pages · Output: data
Free trialFrom $29/mo
75%Strong alternative · same core category as New Relic AI
00
How the score adds up
- Same core category55/55
- Covers New Relic AI's goals16/25
- Feature description similarity4/20
Shared goals 1 of the 2 we tag New Relic AI for
Monitoring
Also tagged for
SEO
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
17
Monitoring thousands of news outlets used to require hiring an entire team
Input: text · Output: documents, data
Free planFrom $199/mo
74%Partial replacement — covers the main need with gaps · same core category as New Relic AI
00
How the score adds up
- Same core category55/55
- Covers New Relic AI's goals16/25
- Feature description similarity3/20
Shared goals 1 of the 2 we tag New Relic AI for
Monitoring
Also tagged for
Social Media
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
18
73%Partial replacement — covers the main need with gaps · same core category as New Relic AI
00
How the score adds up
- Same core category55/55
- Covers New Relic AI's goals16/25
- Feature description similarity3/20
Shared goals 1 of the 2 we tag New Relic AI for
Monitoring
Also tagged for
API Integration
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
19
KNWN tracks how brands show up when people ask AI assistants questions
Input: text, web pages · Output: text, data
Free planFrom $49/moTeams
74%Partial replacement — covers the main need with gaps · same core category as New Relic AI
00
How the score adds up
- Same core category55/55
- Covers New Relic AI's goals16/25
- Feature description similarity4/20
Shared goals 1 of the 2 we tag New Relic AI for
Monitoring
Also tagged for
SEO
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
20
Free check: do AI assistants even know you exist?
Input: web pages · Output: text, data
Free planFrom $19/mo
75%Strong alternative · same core category as New Relic AI
00
How the score adds up
- Same core category55/55
- Covers New Relic AI's goals16/25
- Feature description similarity4/20
Shared goals 1 of the 2 we tag New Relic AI for
Monitoring
Also tagged for
SEO
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
21
When you open Geneo, you're tracking something most brands don't even know exists yet: how often AI search tools mention them
Input: text · Output: text, data
Free planFrom $39/moTeams
73%Partial replacement — covers the main need with gaps · same core category as New Relic AI
00
How the score adds up
- Same core category55/55
- Covers New Relic AI's goals16/25
- Feature description similarity2/20
Shared goals 1 of the 2 we tag New Relic AI for
Monitoring
Also tagged for
SEO
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
22
Traditional monitoring tools won't tell you how often AI assistants mention your brand
Input: text, web pages · Output: data
Free planFrom $69/mo
73%Partial replacement — covers the main need with gaps · same core category as New Relic AI
00
How the score adds up
- Same core category55/55
- Covers New Relic AI's goals16/25
- Feature description similarity3/20
Shared goals 1 of the 2 we tag New Relic AI for
Monitoring
Also tagged for
SEO
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
23
After connecting your existing security cameras to the system, you are looking at three AI agents that run independently
Input: text, video · Output: text, audio
Free plan
73%Partial replacement — covers the main need with gaps · same core category as New Relic AI
00
How the score adds up
- Same core category55/55
- Covers New Relic AI's goals16/25
- Feature description similarity2/20
Shared goals 1 of the 2 we tag New Relic AI for
Monitoring
Also tagged for
Image Recognition
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
24
72%Partial replacement — covers the main need with gaps · same core category as New Relic AI
00
How the score adds up
- Same core category55/55
- Covers New Relic AI's goals16/25
- Feature description similarity1/20
Shared goals 1 of the 2 we tag New Relic AI for
Monitoring
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
25
73%Partial replacement — covers the main need with gaps · same core category as New Relic AI
00
How the score adds up
- Same core category55/55
- Covers New Relic AI's goals16/25
- Feature description similarity3/20
Shared goals 1 of the 2 we tag New Relic AI for
Monitoring
Also tagged for
SEO
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
26
Skymel ADK takes a different approach to building AI agents by combining multiple specialized models instead of relying on a single large language model
Input: text, data · Output: text, data
Free trialFrom $150/moAPI
73%Partial replacement — covers the main need with gaps · same core category as New Relic AI
00
How the score adds up
- Same core category55/55
- Covers New Relic AI's goals16/25
- Feature description similarity2/20
Shared goals 1 of the 2 we tag New Relic AI for
Monitoring
Also tagged for
Research
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
27
72%Partial replacement — covers the main need with gaps · same core category as New Relic AI
00
How the score adds up
- Same core category55/55
- Covers New Relic AI's goals16/25
- Feature description similarity1/20
Shared goals 1 of the 2 we tag New Relic AI for
Monitoring
Also tagged for
SEO
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
28
PagerDuty AIOps adds machine learning, AI and automation to incident response so teams see fewer alerts and resolve incidents faster.
Input: data · Output: data
Free planFrom $233.33/moAPITeams
77%Strong alternative · same core category as New Relic AI
00
How the score adds up
- Same core category55/55
- Covers New Relic AI's goals16/25
- Feature description similarity6/20
Shared goals 1 of the 2 we tag New Relic AI for
Monitoring
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
29
AI tools don't know when you're about to paste your social security number into them
Input: text, audio, video, documents · Output: text
Free planFrom $590/mo
73%Partial replacement — covers the main need with gaps · same core category as New Relic AI
00
How the score adds up
- Same core category55/55
- Covers New Relic AI's goals16/25
- Feature description similarity2/20
Shared goals 1 of the 2 we tag New Relic AI for
Monitoring
Also tagged for
AI Agents
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
30
Agent Charley runs a small language model directly in your browser to catch phishing attempts before you click
Input: text, web pages · Output: text
Free planBrowser extensionTeams
73%Partial replacement — covers the main need with gaps · same core category as New Relic AI
00
How the score adds up
- Same core category55/55
- Covers New Relic AI's goals16/25
- Feature description similarity2/20
Shared goals 1 of the 2 we tag New Relic AI for
Monitoring
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
Can it really replace New Relic AI? Vote on each alternative — no account needed. Votes gently reorder the list; they never change the match score.
Missing an alternative? Suggest it
Best New Relic AI alternatives by goal
Every goal has its own ranked list — the match score is recomputed for that job alone.
At a glance: top New Relic AI alternatives
| Tool | Match | Input | Output | Pricing | Free plan | Rating | Category |
|---|---|---|---|---|---|---|---|
| Datadog | 93% | data, code | data | From $15/mo | Yes | — | AI Monitor |
| Arize Phoenix | 89% | text, data | data | From $50/mo | Yes | — | AI Monitor |
| Langfuse | 89% | text, data | data | From $29/mo | Yes | — | AI Monitor |
| Helicone | 88% | data | data | From $79/mo | Yes | — | AI Monitor |
| Cisco AI Canvas | 75% | text, data | text, data | Freemium | Yes | — | AI Monitor |
| Promptwatch | 75% | text, web pages | text, data | From $89/mo | Yes | — | AI Monitor |
Frequently asked
What is the best New Relic AI alternative?
Datadog (93% match) is the closest alternative to New Relic AI: Datadog is a cloud-scale observability and security service that brings infrastructure metrics, application traces, logs, security signals and user experience data into one place. Arize Phoenix (89% match) and Langfuse (89% match) come next.
Is there a free alternative to New Relic AI?
Yes. 25 of the 30 ranked alternatives have a free plan or free tier, including Datadog, Arize Phoenix, Langfuse.
What is the best New Relic AI alternative for software development?
Respan ranks first for software development at 86% match. See the full list of New Relic AI alternatives for Software Development.
How is the match percentage calculated?
It measures how much of New Relic AI's job a tool can take over: shared core category, how many of the same use cases it covers and how similar its feature set is. Popularity and ratings never change the percentage; they only break ties in the order. Lists are recomputed nightly and reviewed by editors for the most-visited tools.
How this list is ranked
The match score measures how much of New Relic AI's job each tool can take over: shared core category, how many of the same use cases it covers, and how similar its feature set is. Popularity and ratings do not change the score; they only break ties in the order.
Lists are recomputed nightly from the live catalog and reviewed by our editors for the most-visited tools. Sponsored placements are marked and sit outside the ranking.