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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: 1/10020 integrations10 featuresSeries E
The Bottom Line

New Relic AI offers extensive observability capabilities with a strong focus on AI-driven anomaly detection and integration with CI/CD pipelines, making it suitable for monitoring complex infrastructures. On the other hand, Harness AI is celebrated for its comprehensive CI/CD automation features and AI-powered resilience testing, positioning it as a robust solution for streamlining software delivery processes. Both tools offer free tiers, although specific community feedback and direct feature ratings are limited.

Best for

New Relic AI is the better choice when comprehensive monitoring and anomaly detection across multi-cloud environments are crucial, especially for teams valuing deep infrastructure insights.

Best for

Harness AI is the better choice when optimizing and automating the software delivery lifecycle is a priority, particularly for teams focusing on CI/CD efficiency and AI-driven test automation.

Key Differences

  • 1.New Relic AI excels in application performance monitoring and digital experience enhancement, while Harness AI specializes in automating CI/CD pipelines and AI-driven testing.
  • 2.Harness AI supports GitOps and internal developer portals, whereas New Relic AI focuses more on log management and anomaly detection.
  • 3.New Relic AI offers more direct integrations with DevOps tools like AWS CloudWatch and Azure Monitor, while Harness AI integrates more directly with the software development lifecycle tools like GitHub and GitLab.
  • 4.Harness AI is built on an open-source platform approach, fostering community-driven innovation, contrasted with New Relic AI's focus on centralized monitoring in proprietary environments.
  • 5.New Relic AI's pricing is usage-based and highly granular, which can lead to cost concerns over API usage, compared to Harness AI's subscription and freemium models with clear tiered pricing.

Verdict

Choose New Relic AI if your team requires exhaustive monitoring solutions and AI-driven insights into system behavior. Conversely, Harness AI is ideal for development teams aiming to streamline and automate the entire software delivery pipeline through an AI-enhanced approach. Consider each solution's strength in either observability or CI/CD automation based on your organizational needs.

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

There appears to be limited direct feedback on New Relic AI in this set of social mentions, as most discussions focus on broader AI topics and personal projects. This makes it challenging to assess the main strengths, complaints, pricing sentiment, or overall reputation of New Relic AI. Users interested in multi-agent AI architectures or orchestration platforms for AI, though not specifically about New Relic AI, demonstrate a keen interest in AI integration and functionality improvements. To form an accurate assessment of New Relic AI, more specific reviews or mentions of the tool would be necessary.

Harness AI

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

"Harness AI" appears to be well-regarded as a tool tailored for enhancing AI coding sessions, particularly with its focus on optimizing processes and managing autonomous AI agents effectively. Its main strengths include facilitating automation and providing a reliable framework for running and managing AI models, which resonates well with programming enthusiasts. Complaints seem to revolve around issues with certain AI tools not integrating seamlessly or creating unexpected results, causing occasional disruptions in expected workflows. While explicit pricing sentiments are not clearly discussed, the overall reputation seems positive, with a general appreciation for its open-source capabilities and innovation in handling AI tasks.

Key Metrics
82
Mentions (30d)
41
Mention Velocity
How discussion volume is trending week-over-week

New Relic AI

Stable week-over-week

Harness AI

-43% 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

17% positive82% 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

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

Harness AI

token usage (3)budget exceeded (2)cost tracking (1)API bill (1)API costs (1)expensive API (1)
Top Discussion Keywords
Most mentioned keywords from community discussions

New Relic AI

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

Harness AI

token usage (3)budget exceeded (2)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

New Relic AI AI

New Relic AI AI

YouTubeneutral source

Harness AI

Harness AI AI

Harness AI AI

YouTubeneutral 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 multi-cloud application monitoring?▼

New Relic AI is better suited for multi-cloud application monitoring due to its strong integration with cloud providers and comprehensive monitoring features.

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

New Relic AI offers a more granular usage-based pricing model that includes several costs-per-gigabyte, while Harness AI has a subscription model with free tiers and tiered pricing.

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

Harness AI benefits from its open-source platform that encourages active community participation, whereas New Relic AI's user feedback appears more limited and focused on proprietary support.

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

Yes, they can be used together, with New Relic AI handling monitoring and observability while Harness AI manages CI/CD processes, providing complementary benefits.

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

Harness AI may offer easier onboarding for teams already invested in CI/CD practices due to its purpose-built features and focus on streamlining delivery processes.

View New Relic AI Profile View Harness AI Profile