New Relic
Weights & Biases
| Feature | New Relic | Weights & Biases |
|---|---|---|
| Pricing | Free / from $0.3/mo | Free / from $50/mo |
| Free Plan | ✓ Yes | ✓ Yes |
| Rating | 4.3 / 5 | 4.7 / 5 |
| Best For | development-teams, sre-teams, startups, devops-engineers | ml-engineers, research-teams, ai-companies, data-scientists |
| Founded | 2008 | 2017 |
| Apm | ✓ | ✗ |
| Infrastructure Monitoring | ✓ | ✗ |
| Log Management | ✓ | ✗ |
| Browser Monitoring | ✓ | ✗ |
| Synthetics | ✓ | ✗ |
| Ai Assistant | ✓ | ✗ |
| Distributed Tracing | ✓ | ✗ |
| Error Tracking | ✓ | ✗ |
| Experiment Tracking | ✗ | ✓ |
| Model Registry | ✗ | ✓ |
| Sweeps | ✗ | ✓ |
| Artifacts | ✗ | ✓ |
| Reports | ✗ | ✓ |
| Launch | ✗ | ✓ |
✓ New Relic Pros
- Generous free tier with 100GB/month data ingest
- Full-stack observability in one platform
- Usage-based pricing is cost-effective for many teams
- Strong AI assistant (New Relic AI) for troubleshooting
✗ New Relic Cons
- Per-user pricing for full platform access
- Data retention limits on free tier
- Can be complex to set up comprehensively
✓ Weights & Biases Pros
- Best-in-class experiment tracking
- Beautiful visualizations
- Great collaboration features
- Generous free tier
✗ Weights & Biases Cons
- Learning curve for full platform
- Can be expensive for large teams
- Requires integration work
The Verdict
New Relic is built for development teams and sre teams, with a focus on apm and infrastructure-monitoring. Weights & Biases targets ml engineers and research teams and leads with experiment-tracking and model-registry.
On pricing, New Relic is the clear winner for budget-conscious users — starting at $0.3/mo compared to $50/mo for Weights & Biases. That $49.7/mo difference adds up quickly for growing teams.
Both offer free plans, so you can test each with your real workflow before committing to a subscription.
Weights & Biases edges out on user ratings (4.7 vs 4.3). While both are well-regarded, that gap reflects real differences in user satisfaction worth considering.
Feature-wise, New Relic offers broader built-in capabilities (8 features vs 6), while Weights & Biases takes a more focused approach — which can mean a simpler, faster onboarding experience.
Bottom line: Weights & Biases has a slight overall edge — but if generous free tier with 100gb/month data ingest matters most to you, New Relic may still be the right call.