New Relic vs Fireworks AI
Side-by-side comparison to help you choose the best tool.
New Relic
freemiumNew Relic is a full-stack observability platform offering APM, infrastructure monitoring, browser monitoring, and AI data through its New Relic AI assistant. Its 2023 pricing shift to a consumption model with a free tier made it significantly more accessible. New Relic AI allows engineers to ask natural language questions about their system health and get guided answers from their telemetry data.
Fireworks AI
freemiumFireworks AI is a fast and cost-practical inference platform for open-source LLMs that also supports building compound AI systems combining multiple models and tools. It offers production-ready API access to models like Llama, Mixtral, and FireFunction, optimised for both speed and cost efficiency. Fireworks AI also provides fine-tuning services and supports multimodal models for image and text tasks.
| Feature | New Relic | Fireworks AI |
|---|---|---|
| Pricing | freemium | freemium |
| Category | - | - |
| Rating | 4.3 | 4.3 |
| Best For | Engineering teams wanting full-stack observability with an AI assistant at a lower entry price than Datadog or Dynatrace | Developers who need affordable, fast inference for open-source LLMs with support for complex compound AI system architectures. |
| Views | 108 | 112 |
| Attribute | New Relic | Fireworks AI |
|---|---|---|
| Pricing Type | freemium | freemium |
| Free Trial | No | No |
| API Available | No | No |
| Mobile App | No | No |
| Rating | 4.3 | 4.3 |
| Founded | - | - |
| Team Size | - | - |
| Deployment | - | - |
| Popularity (Views) | 108 | 112 ✓ |
Pros
- Most accessible pricing in enterprise APM
- New Relic AI makes telemetry accessible to non-experts
- Single platform replacing multiple tools
Cons
- Can get expensive above free tier data limits
- AI features still maturing versus Dynatrace Davis
Pros
- Very competitive pricing for inference
- Supports compound AI system architectures
- Good model variety including multimodal
Cons
- Less well-known than OpenAI or Anthropic platforms
- Documentation can be sparse for advanced features
- New Relic AI natural language interface
- Full-stack APM & infrastructure monitoring
- Log management & analytics
- Browser & mobile monitoring
- Generous free tier (100GB/month)
- Fast open-source LLM inference API
- Compound AI system support
- Custom model fine-tuning
- Multimodal model support
- Function calling with FireFunction
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