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Tools/New Relic AI/vs Harness AI
New Relic AI

New Relic AI

ai-devops
vs
Harness AI

Harness AI

ai-devops

New Relic AI vs Harness AI — Comparison

Pain: 1/10015 integrations10 featuresMerger / Acquisition
Pain: 2/10020 integrations10 featuresSeries E
The Bottom Line

New Relic AI is an observability platform that excels at monitoring application performance and infrastructure, while Harness AI focuses on optimizing continuous integration and delivery with AI-based enhancements. New Relic targets versatile integration capabilities across tech stacks, whereas Harness provides cutting-edge automation for software delivery cycles. While community sentiment for New Relic AI lacks specificity, Harness AI enjoys a positive reputation for innovating AI task management.

Best for

New Relic AI is the better choice when a team requires robust observability and monitoring across diverse applications and infrastructure with a focus on integrating telemetry data seamlessly.

Best for

Harness AI is the better choice when DevOps teams need to optimize their continuous integration/delivery processes and seek advanced automation in their software development life cycle.

Key Differences

  • 1.New Relic AI offers a comprehensive platform with application performance monitoring and AI-driven anomaly detection, ideal for monitoring system health, while Harness AI specializes in managing the software development lifecycle with AI agents.
  • 2.New Relic uses a usage-based and tiered pricing model with costs as low as $0.40/GB, while Harness AI also offers subscription-based and tiered pricing but lacks specific cost details in this data.
  • 3.Harness AI is praised for its open-source capabilities and integration in CI/CD workflows, whereas New Relic AI focuses more on telemetry data integration and proactive system management.
  • 4.The community discussions around Harness AI highlight model selection and workflow innovations, offering strong support for developers, while New Relic AI lacks substantial direct community feedback.
  • 5.New Relic AI integrates with a wide range of platforms including AWS, Azure, and Google Cloud, paralleling Harness AI's integrations but adding value in digital experience monitoring.

Verdict

New Relic AI is ideal for organizations seeking a robust observability platform that spans multiple integrations and provides real-time performance insights. Harness AI is a strong choice for enterprises aiming to streamline their software delivery with advanced AI capabilities in CI/CD processes. Consider the focus of each tool when deciding; New Relic for comprehensive monitoring and Harness for delivery automation.

Overview
What each tool does and who it's for

New Relic AI

New Relic is an AI-powered observability platform that correlates your telemetry across your entire stack, so you can isolate the root cause and reduc

User sentiment towards "New Relic AI" highlights its strength in providing comprehensive monitoring and insightful analytics for various applications. However, some users express frustration with its complexity and a steep learning curve for new users. Opinions on pricing are mixed, with a few users considering it expensive for smaller companies. Overall, New Relic AI maintains a favorable reputation for its robust feature set and reliable performance, albeit with a learning barrier for beginners.

Harness AI

Harness is a unified, end-to-end AI software delivery platform to manage the SDLC using purpose-built AI agents.

Users of Harness AI appreciate its multi-agent architecture, particularly its capacity for enhancing long-running applications through autonomous iterations. However, there are few noted discussions about its replication and implementation rather than comprehensive user reviews. Pricing sentiment is not explicitly discussed, but given the open-source nature, it might be perceived as cost-effective for developers. Overall, Harness AI has a positive reputation among developers for its capability to optimize and automate complex coding tasks, though it's primarily discussed in niche technical communities.

Key Metrics
242
Mentions (30d)
44
Mention Velocity
How discussion volume is trending week-over-week

New Relic AI

-96% vs last week

Harness AI

+13% vs last week
Where People Discuss
Mention distribution across platforms

New Relic AI

Reddit
98%
YouTube
2%

Harness AI

Reddit
95%
YouTube
5%
Community Sentiment
How developers feel about each tool based on mentions and reviews

New Relic AI

0% positive100% neutral0% negative

Harness AI

16% positive83% neutral1% negative
Pricing

New Relic AI

usage-based + subscription + freemium + contract + per-seat + tieredFree tier

Pricing found: $0.40/gb, $0.40/gb, $0.40/gb, $0.60/gb, $0.60/gb

Harness AI

subscription + freemium + per-seat + tieredFree tier
Use Cases
When to use each tool

New Relic AI (8)

Real-time application performance monitoring to identify bottlenecks.Digital experience monitoring to enhance user interactions.Infrastructure monitoring for proactive resource management.Log management for centralized troubleshooting.AI-driven anomaly detection to predict system failures.Integration with CI/CD pipelines for continuous deployment insights.Custom dashboards for tailored visibility into application health.Collaboration tools for cross-functional teams to resolve issues quickly.

Harness AI (8)

Automate CI/CD pipelines for multi-cloud deploymentsAccelerate developer onboarding with enterprise-grade IDPIntegrate database changes into deployment pipelinesImplement AI-powered predictive analytics for software releasesModernize end-to-end testing with AI test authoringUtilize feature flags for controlled software releasesEnhance security by identifying vulnerabilities in the SDLCOptimize cloud spending with AI-driven recommendations
Features

Only in New Relic AI (10)

CategoriesFeaturedApplication Performance MonitoringDigital Experience MonitoringAI and Intelligent AutomationInfrastructure MonitoringLog ManagementPlatform CapabilitiesUse CasesTechnologies

Only in Harness AI (10)

Continuous Delivery GitOpsContinuous IntegrationInternal Developer PortalInfrastructure as Code ManagementDatabase DevOpsArtifact RegistryAI Test AutomationResilience TestingFeature Management ExperimentationAI SRE
Integrations

Shared (9)

Google Cloud PlatformSlackJiraGitHubPagerDutyDockerKubernetesTwilioPrometheus

Only in New Relic AI (6)

AWS CloudWatchAzure MonitorServiceNowZendeskGrafanaNew Relic One

Only in Harness AI (11)

GitLabAWSAzureTerraformBackstageDatadogNew RelicSentryCircleCIBitbucketSonarQube
Pain Points
Top complaints from reviews and social mentions

New Relic AI

token usage (3)API costs (3)token cost (2)API bill (1)spending too much (1)budget exceeded (1)cost per token (1)

Harness AI

token usage (4)budget exceeded (2)token cost (1)cost tracking (1)API bill (1)API costs (1)expensive API (1)
Top Discussion Keywords
Most mentioned keywords from community discussions

New Relic AI

token usage (3)API costs (3)token cost (2)API bill (1)spending too much (1)budget exceeded (1)cost per token (1)

Harness AI

token usage (4)budget exceeded (2)token cost (1)cost tracking (1)API bill (1)API costs (1)expensive API (1)
Latest Videos
Recent uploads from official YouTube channels

New Relic AI

No YouTube channel

Harness AI

Load Testing Vs Stress Testing | Resilience Testing | Harness

Load Testing Vs Stress Testing | Resilience Testing | Harness

Apr 9, 2026

Enable self-service environments with Harness Internal Developer Portal

Enable self-service environments with Harness Internal Developer Portal

Apr 8, 2026

What is Chaos Engineering? Explained in 60 seconds | Resilience Testing | Harness

What is Chaos Engineering? Explained in 60 seconds | Resilience Testing | Harness

Apr 8, 2026

Performance Testing vs Load Testing: Simple Difference

Performance Testing vs Load Testing: Simple Difference

Apr 3, 2026

Product Screenshots

New Relic AI

New Relic AI screenshot 1New Relic AI screenshot 2New Relic AI screenshot 3

Harness AI

Harness AI screenshot 1
What People Talk About
Most discussed topics from community mentions

New Relic AI

Harness AI

model selection18
open source16
agents15
workflow13
documentation11
support11
accuracy11
performance11
Top Community Mentions
Highest-engagement mentions from the community

New Relic AI

OpenAI is paying people in NYC to install 360-degree cameras in their homes that record everything. Vacuuming, washing dishes, cooking, etc.

OpenAI is paying people in NYC to install 360-degree cameras in their homes that record everything. Vacuuming, washing dishes, cooking, etc.

Redditby Confident_Salt_8108 source

Harness AI

I replicated Anthropic's Generator-Evaluator harness to build a website through 12 adversarial AI iterations - here's the result and what I learned

Anthropic recently published their [harness design for long-running apps](https://www.anthropic.com/engineering/harness-design-long-running-apps) — a multi-agent architecture inspired by GANs where a Generator builds code and an Evaluator critiques it in a loop. I built my own version using Kiro C

Redditby killerexelon source
Company Intel
information technology & services
Industry
information technology & services
2,200
Employees
1,700
$7.3B
Funding
$802.1M
Merger / Acquisition
Stage
Series E
Supported Languages & Categories

Shared (4)

AI/MLDevOpsSecurityAnalytics

Only in New Relic AI (1)

FinTech

Only in Harness AI (1)

Developer Tools
Frequently Asked Questions
Is New Relic AI or Harness AI better for [specific use case]?▼

For real-time application performance monitoring, New Relic AI is superior, while Harness AI is better suited for enhancing CI/CD pipeline automation.

How does New Relic AI pricing compare to Harness AI?▼

New Relic AI offers more transparent pricing with costs detailed as low as $0.40/GB, while Harness AI provides general subscription and tiered pricing without specific cost clarity in available data.

Which has better community support, New Relic AI or Harness AI?▼

Harness AI appears to have stronger community support with active discussions around AI agents and workflows, while New Relic AI lacks substantial community feedback in the data presented.

Can New Relic AI and Harness AI be used together?▼

Yes, New Relic AI and Harness AI can complement each other by integrating New Relic's monitoring capabilities with Harness's CI/CD optimizations in the same tech stack.

Which is easier to get started with, New Relic AI or Harness AI?▼

Based on community feedback, Harness AI might be easier to get started with due to its open-source community guidance, whereas New Relic AI might require more understanding of telemetry data.

View New Relic AI Profile View Harness AI Profile