Axiom vs New Relic
Side-by-side comparison of features, pricing, ratings, and alternatives.
Axiom is a managed data platform for logs, traces, metrics, and events that ingests data schema-less at massive scale without requiring users to run their own infrastructure. It uses its own APL query language and a highly compressed storage engine to keep unlimited-retention log data queryable and affordable, aiming to displace legacy tools like Splunk with a modern, cost-efficient alternative. Beyond raw storage and query, Axiom leans into AI-native workflows: it ships an MCP server so coding agents like Claude can query telemetry directly, and it offers a Splunk App integration for side-by-side migrations. Pricing is usage-based with a permanent free tier (500 GB/mo ingest, 30-day retention) and a $25/month Cloud plan plus usage for teams that need more scale, retention control, and enterprise add-ons like SSO and audit logs.
New Relic provides a unified view of application performance, infrastructure health, logs, and user experience. It helps teams detect issues fast, understand root causes, and improve reliability across distributed systems. The platform integrates with major cloud providers, container orchestrators, and development tools, offering real‑time metrics, distributed tracing, and AI‑driven anomaly detection to support proactive monitoring and rapid incident response.
- Permanent free tier with 500 GB/month ingest and no credit card required
- Very high data compression keeps long-retention storage costs low
- Native MCP support lets AI agents query observability data directly
- Usage-based pricing avoids per-seat licensing costs common in this category
- Unified view of metrics, logs, and traces
- Strong integrations with major cloud platforms
- AI‑powered anomaly detection reduces noise
- Generous free tier for small teams
- Enterprise security features (SSO, RBAC, audit logs, directory sync) are unbundled paid add-ons rather than included
- APL is a proprietary query language, adding a learning curve versus SQL or PromQL
- Documentation and tooling are less mature than long-established players like Datadog or Splunk
- Advanced features can become costly at scale
- Steeper learning curve for complex configurations
- Custom query language may require training
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Real-time process-level network insights for proactive performance.
The Verdict
AI-generated from listing dataNew Relic offers a broader, AI‑enhanced observability suite with strong cloud integrations, while Axiom focuses on ultra‑cheap, high‑compression log/event storage with AI‑ready query support.
Key differences
- •New Relic provides unified metrics, logs, and traces with AI‑driven anomaly detection; Axiom emphasizes log/event ingestion with proprietary APL and high compression.
- •New Relic’s free tier is generous for metrics and tracing; Axiom’s free tier caps at 500 GB/month ingest but includes unlimited retention at low cost.
- •New Relic is open‑source‑friendly and offers many integrations (AWS, Azure, GCP, Kubernetes, Slack, GitHub); Axiom’s integrations are narrower (OpenTelemetry, Splunk, Vercel, Cloudflare, Kubernetes).
- •Security features like SSO and RBAC are built‑in for New Relic, whereas Axiom offers them only as paid add‑ons.
- •New Relic’s learning curve is steeper due to custom query language; Axiom adds learning overhead with its proprietary APL.
Pricing & value
Axiom’s usage‑based pricing and 95% compression keep long‑term storage cheap; New Relic can become costly at scale.
Ease of use / learning curve
New Relic’s UI is mature; Axiom requires learning proprietary APL and has less mature tooling.
Features & depth
New Relic offers full‑stack observability (metrics, logs, traces) plus AI anomaly detection; Axiom focuses mainly on logs/events.
Integrations & ecosystem
New Relic lists integrations with major clouds, Kubernetes, Slack, GitHub; Axiom’s list is shorter.
Collaboration
New Relic includes Slack alerts and shared dashboards; Axiom’s collaboration features are not specified.
Scalability
Axiom is built for petabyte‑scale log storage with high compression; New Relic scales but cost may rise sharply.
Support
New Relic provides email, live chat, and community forum; Axiom’s free tier only has community support, paid email later.
Security & privacy
New Relic includes SSO, RBAC out‑of‑the‑box; Axiom’s enterprise security features are paid add‑ons.
Migration / lock‑in
Both are SaaS cloud services; neither offers on‑premise deployment, and both have APIs for data export.
Choose Axiom if…
Teams prioritizing cheap, high‑volume log/event storage with AI‑ready query capability and can accept extra cost for security add‑ons.
Choose New Relic if…
Enterprises needing full‑stack observability, AI alerts, and extensive cloud integrations, willing to pay for scale.
Common questions
Which platform is cheaper for long‑term log storage?
Axiom, thanks to >95% compression and usage‑based pricing, keeps storage costs low; New Relic’s costs rise with volume.
Do both tools support alerting to Slack?
New Relic explicitly supports Slack alerts; Axiom’s alert integrations are not specified in the provided facts.
Can I use a standard query language like SQL?
New Relic uses its own query language requiring training; Axiom uses proprietary APL, also requiring learning.