Best Datadog Alternatives in 2026
30 AI tools that can replace Datadog, ranked by how much of what Datadog does they cover. The percentage is a match score, not a popularity score.
Replacing: Datadog — Datadog is a cloud-scale observability and security service that brings infrastructure metInput: data, code · Output: data
1
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
94%Near drop-in replacement · same core category as Datadog
00
How the score adds up
- Same core category55/55
- Covers Datadog's goals25/25
- Feature description similarity14/20
Shared goals 2 of the 2 we tag Datadog for
MonitoringSoftware Development
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
2
New Relic AI is a generative assistant built into the New Relic observability platform that lets people ask questions about their systems in everyday language.
Input: text, data, code · Output: text, code
Free planTeams
93%Near drop-in replacement · same core category as Datadog
00
How the score adds up
- Same core category55/55
- Covers Datadog's goals25/25
- Feature description similarity13/20
Shared goals 2 of the 2 we tag Datadog for
MonitoringSoftware Development
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
3
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
91%Near drop-in replacement · same core category as Datadog
00
How the score adds up
- Same core category55/55
- Covers Datadog's goals16/25
- Feature description similarity20/20
Shared goals 1 of the 2 we tag Datadog for
Monitoring
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
4
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 Datadog
00
How the score adds up
- Same core category55/55
- Covers Datadog's goals25/25
- Feature description similarity9/20
Shared goals 2 of the 2 we tag Datadog for
MonitoringSoftware Development
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
5
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 Datadog
00
How the score adds up
- Same core category55/55
- Covers Datadog's goals25/25
- Feature description similarity8/20
Shared goals 2 of the 2 we tag Datadog for
MonitoringSoftware Development
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
6
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
79%Strong alternative · same core category as Datadog
00
How the score adds up
- Same core category55/55
- Covers Datadog's goals16/25
- Feature description similarity9/20
Shared goals 1 of the 2 we tag Datadog 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.
7
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
76%Strong alternative · same core category as Datadog
00
How the score adds up
- Same core category55/55
- Covers Datadog's goals16/25
- Feature description similarity5/20
Shared goals 1 of the 2 we tag Datadog 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.
8
TAAFT deploys AI agents called Scouts that crawl the web looking for whatever you tell them to find
Input: text · Output: text
Free planAPI
74%Partial replacement — covers the main need with gaps · same core category as Datadog
00
How the score adds up
- Same core category55/55
- Covers Datadog's goals16/25
- Feature description similarity3/20
Shared goals 1 of the 2 we tag Datadog 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.
9
An SEO manager notices traffic dropping despite strong Google rankings
Input: text, web pages · Output: text, data
Free planFrom $89/moAPITeams
74%Partial replacement — covers the main need with gaps · same core category as Datadog
00
How the score adds up
- Same core category55/55
- Covers Datadog's goals16/25
- Feature description similarity3/20
Shared goals 1 of the 2 we tag Datadog 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.
10
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
76%Strong alternative · same core category as Datadog
00
How the score adds up
- Same core category55/55
- Covers Datadog's goals16/25
- Feature description similarity5/20
Shared goals 1 of the 2 we tag Datadog 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.
11
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 Datadog
00
How the score adds up
- Same core category55/55
- Covers Datadog's goals16/25
- Feature description similarity2/20
Shared goals 1 of the 2 we tag Datadog 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.
12
Traditional monitoring tools won't tell you how often AI assistants mention your brand
Input: text, web pages · Output: data
Free planFrom $69/mo
74%Partial replacement — covers the main need with gaps · same core category as Datadog
00
How the score adds up
- Same core category55/55
- Covers Datadog's goals16/25
- Feature description similarity4/20
Shared goals 1 of the 2 we tag Datadog 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.
13
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
79%Strong alternative · same core category as Datadog
00
How the score adds up
- Same core category55/55
- Covers Datadog's goals16/25
- Feature description similarity8/20
Shared goals 1 of the 2 we tag Datadog for
Monitoring
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
14
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 Datadog
00
How the score adds up
- Same core category55/55
- Covers Datadog's goals16/25
- Feature description similarity3/20
Shared goals 1 of the 2 we tag Datadog 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.
15
Reddit's packed with people describing their problems in real time
Input: text, web pages · Output: text, data
From $29/mo
73%Partial replacement — covers the main need with gaps · same core category as Datadog
00
How the score adds up
- Same core category55/55
- Covers Datadog's goals16/25
- Feature description similarity2/20
Shared goals 1 of the 2 we tag Datadog 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.
16
Most companies track where they rank on Google
Input: text · Output: data
Free planFrom $99/mo
73%Partial replacement — covers the main need with gaps · same core category as Datadog
00
How the score adds up
- Same core category55/55
- Covers Datadog's goals16/25
- Feature description similarity3/20
Shared goals 1 of the 2 we tag Datadog 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
See how much traffic AI chatbots actually send you
Input: web pages · Output: documents, data
Free planFrom $29/mo
73%Partial replacement — covers the main need with gaps · same core category as Datadog
00
How the score adds up
- Same core category55/55
- Covers Datadog's goals16/25
- Feature description similarity2/20
Shared goals 1 of the 2 we tag Datadog 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.
18
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 Datadog
00
How the score adds up
- Same core category55/55
- Covers Datadog's goals16/25
- Feature description similarity2/20
Shared goals 1 of the 2 we tag Datadog 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.
19
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 Datadog
00
How the score adds up
- Same core category55/55
- Covers Datadog's goals16/25
- Feature description similarity3/20
Shared goals 1 of the 2 we tag Datadog 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.
20
72%Partial replacement — covers the main need with gaps · same core category as Datadog
00
How the score adds up
- Same core category55/55
- Covers Datadog's goals16/25
- Feature description similarity2/20
Shared goals 1 of the 2 we tag Datadog 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.
21
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
74%Partial replacement — covers the main need with gaps · same core category as Datadog
00
How the score adds up
- Same core category55/55
- Covers Datadog's goals16/25
- Feature description similarity3/20
Shared goals 1 of the 2 we tag Datadog for
Monitoring
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
22
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
71%Partial replacement — covers the main need with gaps · same core category as Datadog
00
How the score adds up
- Same core category55/55
- Covers Datadog's goals16/25
- Feature description similarity0/20
Shared goals 1 of the 2 we tag Datadog 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.
23
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
73%Partial replacement — covers the main need with gaps · same core category as Datadog
00
How the score adds up
- Same core category55/55
- Covers Datadog's goals16/25
- Feature description similarity2/20
Shared goals 1 of the 2 we tag Datadog 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.
24
71%Partial replacement — covers the main need with gaps · same core category as Datadog
00
How the score adds up
- Same core category55/55
- Covers Datadog's goals16/25
- Feature description similarity1/20
Shared goals 1 of the 2 we tag Datadog for
Monitoring
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
25
KNWN tracks how brands show up when people ask AI assistants questions
Input: text, web pages · Output: text, data
Free planFrom $49/moTeams
72%Partial replacement — covers the main need with gaps · same core category as Datadog
00
How the score adds up
- Same core category55/55
- Covers Datadog's goals16/25
- Feature description similarity1/20
Shared goals 1 of the 2 we tag Datadog 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
72%Partial replacement — covers the main need with gaps · same core category as Datadog
00
How the score adds up
- Same core category55/55
- Covers Datadog's goals16/25
- Feature description similarity2/20
Shared goals 1 of the 2 we tag Datadog 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
Free check: do AI assistants even know you exist?
Input: web pages · Output: text, data
Free planFrom $19/mo
73%Partial replacement — covers the main need with gaps · same core category as Datadog
00
How the score adds up
- Same core category55/55
- Covers Datadog's goals16/25
- Feature description similarity2/20
Shared goals 1 of the 2 we tag Datadog 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
Website optimization and social content
Input: web pages · Output: text, data
Free planFrom $14/mo
73%Partial replacement — covers the main need with gaps · same core category as Datadog
00
How the score adds up
- Same core category55/55
- Covers Datadog's goals16/25
- Feature description similarity2/20
Shared goals 1 of the 2 we tag Datadog for
Monitoring
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
29
71%Partial replacement — covers the main need with gaps · same core category as Datadog
00
How the score adds up
- Same core category55/55
- Covers Datadog's goals16/25
- Feature description similarity1/20
Shared goals 1 of the 2 we tag Datadog 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.
30
Visualping watches web pages and sends an alert when something changes.
Input: web pages · Output: text, images
Free planFrom $10/moAPITeams
76%Strong alternative · same core category as Datadog
00
How the score adds up
- Same core category55/55
- Covers Datadog's goals16/25
- Feature description similarity5/20
Shared goals 1 of the 2 we tag Datadog 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 Datadog? Vote on each alternative — no account needed. Votes gently reorder the list; they never change the match score.
Missing an alternative? Suggest it
Best Datadog alternatives by goal
Every goal has its own ranked list — the match score is recomputed for that job alone.
At a glance: top Datadog alternatives
| Tool | Match | Input | Output | Pricing | Free plan | Rating | Category |
|---|---|---|---|---|---|---|---|
| Langfuse | 94% | text, data | data | From $29/mo | Yes | — | AI Monitor |
| New Relic AI | 93% | text, data, code | text, code | Freemium | Yes | — | AI Monitor |
| Dynatrace | 91% | data | data | From $7/mo | No | — | AI Monitor |
| Arize Phoenix | 89% | text, data | data | From $50/mo | Yes | — | AI Monitor |
| Helicone | 88% | data | data | From $79/mo | Yes | — | AI Monitor |
| Cisco AI Canvas | 79% | text, data | text, data | Freemium | Yes | — | AI Monitor |
Frequently asked
What is the best Datadog alternative?
Langfuse (94% match) is the closest alternative to Datadog: Langfuse is an open-source platform for observability and evaluation of AI agents and LLM applications. New Relic AI (93% match) and Dynatrace (91% match) come next.
Is there a free alternative to Datadog?
Yes. 26 of the 30 ranked alternatives have a free plan or free tier, including Langfuse, New Relic AI, Arize Phoenix.
What is the best Datadog alternative for software development?
Respan ranks first for software development at 89% match. See the full list of Datadog alternatives for Software Development.
How is the match percentage calculated?
It measures how much of Datadog'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 Datadog'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.