Best New Relic AI Alternatives for Software Development
30 AI tools that can replace New Relic AI for software development, ranked by how closely they match. 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
86%Strong alternative
00
How the score adds up
- Built for Software Development (its core category)70/70
- Shares New Relic AI's other goals8/10
- Feature description similarity9/20
Shared goals 2 of the 2 we tag New Relic AI for
MonitoringSoftware Development
Also tagged for
API Integration
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
2
When production systems fail at 3 AM, Sherlocks
Input: text, data · Output: text
Free planTeams
85%Strong alternative
00
How the score adds up
- Built for Software Development (its core category)70/70
- Shares New Relic AI's other goals8/10
- Feature description similarity7/20
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
No free plan exists for Doctor Droid
Input: data, code · Output: text
Free planFrom $99/mo
84%Strong alternative
00
How the score adds up
- Built for Software Development (its core category)70/70
- Shares New Relic AI's other goals8/10
- Feature description similarity6/20
Shared goals 2 of the 2 we tag New Relic AI for
MonitoringSoftware Development
Also tagged for
AI Agents
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
4
Framework for building with large language models
Input: text, code · Output: apps
Free planFrom $39/mo
80%Strong alternative
00
How the score adds up
- Built for Software Development (its core category)70/70
- Shares New Relic AI's other goals4/10
- Feature description similarity6/20
Shared goals 1 of the 2 we tag New Relic AI for
Software Development
Also tagged for
AI Agents
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
5
AI-driven incident management platform with Slack integration for automated alerting, response coordination, and postmortem reporting.
Input: audio, data · Output: text
Free planFrom $20/mo
80%Strong alternative
00
How the score adds up
- Built for Software Development (its core category)70/70
- Shares New Relic AI's other goals8/10
- Feature description similarity2/20
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.
6
DeepWiki scans repositories and builds indexes you can talk to
Input: code, web pages · Output: text
Free plan
79%Strong alternative
00
How the score adds up
- Built for Software Development (its core category)70/70
- Shares New Relic AI's other goals4/10
- Feature description similarity5/20
Shared goals 1 of the 2 we tag New Relic AI for
Software Development
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
7
Comp AI automates compliance certification workflows through AI agents that continuously collect evidence and monitor security posture across connected systems
Input: data · Output: documents, data
Free planTeams
80%Strong alternative
00
How the score adds up
- Built for Software Development (its core category)70/70
- Shares New Relic AI's other goals8/10
- Feature description similarity3/20
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.
8
Search that understands meaning
Input: text, images, data · Output: data
Free planFrom $45/moAPI
79%Strong alternative
00
How the score adds up
- Built for Software Development (its core category)70/70
- Shares New Relic AI's other goals4/10
- Feature description similarity5/20
Shared goals 1 of the 2 we tag New Relic AI for
Software Development
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
9
78%Strong alternative
00
How the score adds up
- Built for Software Development (its core category)70/70
- Shares New Relic AI's other goals4/10
- Feature description similarity4/20
Shared goals 1 of the 2 we tag New Relic AI for
Software Development
Also tagged for
API Integration
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
10
79%Strong alternative
00
How the score adds up
- Built for Software Development (its core category)70/70
- Shares New Relic AI's other goals4/10
- Feature description similarity5/20
Shared goals 1 of the 2 we tag New Relic AI for
Software Development
Also tagged for
API Integration
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
11
79%Strong alternative
00
How the score adds up
- Built for Software Development (its core category)70/70
- Shares New Relic AI's other goals4/10
- Feature description similarity5/20
Shared goals 1 of the 2 we tag New Relic AI for
Software Development
Also tagged for
Code Review
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
12
Application crashes and performance issues cost companies real users — 53% of consumers abandon apps after encountering freezes or errors
Input: data, code · Output: data
Free planFrom $40/moAPITeams
85%Strong alternative
00
How the score adds up
- Built for Software Development (its core category)70/70
- Shares New Relic AI's other goals8/10
- 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.
13
Portkey puts a single API in front of more than 1,600 language models and wraps it with the controls a production AI team needs.
Input: text · Output: text, data
Free planFrom $49/moAPITeams
85%Strong alternative
00
How the score adds up
- Built for Software Development (its core category)70/70
- Shares New Relic AI's other goals8/10
- Feature description similarity8/20
Shared goals 2 of the 2 we tag New Relic AI for
MonitoringSoftware Development
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
One-click approve for Claude Code permissions
Input: text · Output: text
Free trialFrom $5/mo
77%Strong alternative
00
How the score adds up
- Built for Software Development (its core category)70/70
- Shares New Relic AI's other goals4/10
- Feature description similarity4/20
Shared goals 1 of the 2 we tag New Relic AI for
Software Development
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
15
Speed isn't Predictionguard's main selling point
Input: text · Output: text, apps
Free planFrom $6/mo
80%Strong alternative
00
How the score adds up
- Built for Software Development (its core category)70/70
- Shares New Relic AI's other goals8/10
- Feature description similarity3/20
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.
16
Your codebase documents itself—that's the core promise here
Input: code · Output: text, images
Free plan
78%Strong alternative
00
How the score adds up
- Built for Software Development (its core category)70/70
- Shares New Relic AI's other goals4/10
- Feature description similarity4/20
Shared goals 1 of the 2 we tag New Relic AI for
Software Development
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
17
77%Strong alternative
00
How the score adds up
- Built for Software Development (its core category)70/70
- Shares New Relic AI's other goals4/10
- Feature description similarity3/20
Shared goals 1 of the 2 we tag New Relic AI for
Software Development
Also tagged for
CodingAI Agents
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
18
When something breaks in production, Multiplayer
Input: data · Output: code
Free planFrom $25/mo
79%Strong alternative
00
How the score adds up
- Built for Software Development (its core category)70/70
- Shares New Relic AI's other goals4/10
- Feature description similarity5/20
Shared goals 1 of the 2 we tag New Relic AI for
Software Development
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
19
Deploy your project in minutes with an AI-agentic platform.
Input: code · Output: apps
Free planFrom $7/mo
78%Strong alternative
00
How the score adds up
- Built for Software Development (its core category)70/70
- Shares New Relic AI's other goals4/10
- Feature description similarity5/20
Shared goals 1 of the 2 we tag New Relic AI for
Software Development
Also tagged for
AI Agents
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
20
Cloudir LLM Ops tracks and controls costs for AI agent deployments by monitoring API spending in real time and automatically routing requests to cheaper models when possible
Input: data · Output: data
Free planFrom $49/moAPITeams
79%Strong alternative
00
How the score adds up
- Built for Software Development (its core category)70/70
- Shares New Relic AI's other goals4/10
- Feature description similarity5/20
Shared goals 1 of the 2 we tag New Relic AI for
Software Development
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
21
Model evaluation meets active learning in Encord, a system built to guide AI applications from initial data work through production deployment
Input: images, video, data · Output: data
Free planTeams
77%Strong alternative
00
How the score adds up
- Built for Software Development (its core category)70/70
- Shares New Relic AI's other goals4/10
- Feature description similarity3/20
Shared goals 1 of the 2 we tag New Relic AI for
Software Development
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
22
Microsoft's pay-as-you-go model covers hundreds of AI services
Input: text, images, audio, documents, code · Output: text, images, audio, code
Free plan
76%Strong alternative
00
How the score adds up
- Built for Software Development (its core category)70/70
- Shares New Relic AI's other goals4/10
- Feature description similarity3/20
Shared goals 1 of the 2 we tag New Relic AI for
Software Development
Also tagged for
API Integration
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
23
GigaSpaces eRAG GenAI pulls real business data into conversational AI
Input: data · Output: data
Free plan
78%Strong alternative
00
How the score adds up
- Built for Software Development (its core category)70/70
- Shares New Relic AI's other goals4/10
- Feature description similarity4/20
Shared goals 1 of the 2 we tag New Relic AI for
Software Development
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
24
80%Strong alternative
00
How the score adds up
- Built for Software Development (its core category)70/70
- Shares New Relic AI's other goals4/10
- Feature description similarity6/20
Shared goals 1 of the 2 we tag New Relic AI for
Software Development
Also tagged for
Document Creation
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
25
Identity management gets sold as plug-and-play
Input: code · Output: apps
Free planAPITeams
77%Strong alternative
00
How the score adds up
- Built for Software Development (its core category)70/70
- Shares New Relic AI's other goals4/10
- Feature description similarity3/20
Shared goals 1 of the 2 we tag New Relic AI for
Software Development
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
26
Developers wanting to generate videos programmatically now have a React-based solution that treats video creation like building a web application
Input: text, data, code · Output: video
Free planFrom $25/moAPITeams
76%Strong alternative
00
How the score adds up
- Built for Software Development (its core category)70/70
- Shares New Relic AI's other goals4/10
- Feature description similarity3/20
Shared goals 1 of the 2 we tag New Relic AI for
Software Development
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
27
Your AI Governance Co-Pilot
Input: data · Output: documents, data
Free plan
79%Strong alternative
00
How the score adds up
- Built for Software Development (its core category)70/70
- Shares New Relic AI's other goals8/10
- Feature description similarity2/20
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.
28
76%Strong alternative
00
How the score adds up
- Built for Software Development (its core category)70/70
- Shares New Relic AI's other goals4/10
- Feature description similarity2/20
Shared goals 1 of the 2 we tag New Relic AI for
Software Development
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
29
Documentation that writes itself from your code
Input: text, code · Output: documents
Free planFrom $450/mo
76%Strong alternative
00
How the score adds up
- Built for Software Development (its core category)70/70
- Shares New Relic AI's other goals4/10
- Feature description similarity3/20
Shared goals 1 of the 2 we tag New Relic AI for
Software Development
Also tagged for
Document Creation
Goal tags are curated and capped, not a full feature audit — a missing tag is not a missing feature.
30
This system tackles the infrastructure gap between AI prototypes and production systems
Input: text, code · Output: apps
Free planFrom $16/moTeams
78%Strong alternative
00
How the score adds up
- Built for Software Development (its core category)70/70
- Shares New Relic AI's other goals4/10
- Feature description similarity4/20
Shared goals 1 of the 2 we tag New Relic AI for
Software Development
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 for software development? Vote on each alternative — no account needed. Votes gently reorder the list; they never change the match score.
Missing an alternative for software development? Suggest it
At a glance: top New Relic AI alternatives for Software Development
| Tool | Match | Input | Output | Pricing | Free plan | Rating | Category |
|---|---|---|---|---|---|---|---|
| Respan | 86% | text, data | text, data | From $199/mo | Yes | — | AI Developer Tools |
| Sherlocks.ai | 85% | text, data | text | Freemium | Yes | — | AI Developer Tools |
| Doctor Droid | 84% | data, code | text | From $99/mo | Yes | — | AI Developer Tools |
| LangChain | 80% | text, code | apps | From $39/mo | Yes | — | AI Developer Tools |
| Rootly | 80% | audio, data | text | From $20/mo | Yes | — | AI Developer Tools |
| DeepWiki | 79% | code, web pages | text | Free | Yes | — | AI Developer Tools |
Frequently asked
What is the best New Relic AI alternative for software development?
Respan (86% match) is the closest alternative to New Relic AI for software development: Building AI apps. Sherlocks.ai (85% match) and Doctor Droid (84% match) come next.
Is there a free alternative to New Relic AI for software development?
Yes. 29 of the 30 ranked alternatives have a free plan or free tier, including Respan, Sherlocks.ai, Doctor Droid.
How is the match percentage calculated?
It measures how much of New Relic AI's job a tool can take over for software development: 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 when the goal is software development: 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.