Sumo Logic's pricing page leads with "$0 ingest." That headline is accurate. It is also the beginning of a misunderstanding that has driven more than a few teams into contract renewals they did not see coming.
Sumo Logic operates on Flex Pricing, where you pay for data scanned rather than data stored. Every dashboard that refreshes every five minutes is scanning your data every five minutes. Every monitor evaluation, every ad-hoc log search, every Live Tail session consumes scan credits. At a mid-range analytics profile, Sumo Logic estimates roughly $3.14 per terabyte scanned. A team ingesting 2.5TB of logs per month and querying that data regularly across dashboards and monitors can scan orders of magnitude more than the raw ingest volume. The $0 ingest price and the actual bill are two different numbers, and how different depends entirely on how frequently your team queries the data.
New Relic does not have this problem. You pay $0.40 per GB past the 100GB/month free tier and the data is searchable however many times you need. The pricing problem New Relic has instead is the seat model: full platform access costs $349/month per engineer on Pro, and for a large team rotating on-call, that seat bill accumulates before a byte of telemetry counts against anything.
These are genuinely different cost structures that reward different usage patterns, and understanding which one fits your team's actual behavior matters more than comparing feature lists.
The other thing that distinguishes this comparison: Sumo Logic is not primarily an observability platform that happens to have security features. It is a log analytics and SIEM platform that added observability on top. Cloud SIEM, Cloud SOAR, UEBA, and playbook-based incident response automation are first-class products here, not bolt-ons. The compliance portfolio (FedRAMP authorized, PCI DSS, HIPAA) reflects a platform that has been doing hard procurement work in regulated industries for fifteen years. New Relic's compliance is solid but narrower, and it has no equivalent to Cloud SOAR.
If your team's primary need is developer-centric full-stack observability with APM, distributed tracing, and a smooth investigation workflow, New Relic was built for you. If your team's primary need is log analytics with security operations, threat detection, and compliance certifications for regulated industries, Sumo Logic serves a fundamentally different problem.
| Feature | New Relic | Sumo Logic |
|---|---|---|
| Primary purpose | Full-stack observability, developer-centric | Log analytics + Cloud SIEM + Cloud SOAR |
| Deployment model | SaaS only | SaaS only |
| Free tier | Yes (100GB/month + 1 full platform user, forever) | 30-day trial, then limited free plan |
| Pricing model | Per-user + data ingest (GB) | Scan-based credits (Flex Pricing) |
| Log ingest cost | $0.40/GB (100GB/month free) | Free (scans consume credits per query) |
| Per-user fees | Yes (full platform $349/month Pro annual) | No |
| All engineers can access data | No (full platform seat required) | Yes (unlimited users) |
| APM / distributed tracing | Yes (primary strength) | Yes |
| Code-level profiling | Yes (thread profiling via APM agents) | No |
| Log management | Yes (all logs searchable, $0.40/GB) | Yes (primary strength, scan-based) |
| Kubernetes monitoring | Yes | Yes (strong, pre-built) |
| Real user monitoring | Yes (browser + mobile, Gartner Leader) | Yes |
| Session replay | Yes | Limited |
| Synthetic monitoring | Yes | Yes |
| Cloud SIEM | Limited (Security RX in preview) | Yes (900+ rules, MITRE ATT&CK, primary product) |
| Cloud SOAR | No | Yes (playbook automation) |
| UEBA | No | Yes |
| AI investigation | Yes (SRE Agent, Preview Feb 2026) | Yes (Dojo AI, SOC Analyst Agent, beta) |
| MCP server | Yes (Preview, Agentic Platform) | Yes (limited beta, GA planned 2026) |
| On-call scheduling | Via New Relic On-Call or integrations | Not included (external tools) |
| Status pages | No | No |
| SOC 2 Type II | Yes | Yes |
| HIPAA | Yes (Data Plus) | Yes |
| FedRAMP | Yes (Moderate, expanding to High) | Yes (authorized) |
| PCI DSS | No | Yes |
| OTel support | Yes (native, no surcharge) | Yes (full support) |
| Integration breadth | 700+ | 2,000+ |
New Relic's entire architecture flows from one design decision: put logs, metrics, traces, and events into NRDB, make everything queryable through NRQL, and let engineers move from alert to trace to log to infrastructure metric without switching tools or query languages. APM and RUM share the same backend, which is why clicking from a slow user session to the backend trace that caused it requires no configuration. Everything is unified because it was designed together.
The pricing reflects that unity in a specific way. OTel is native with no surcharge, which distinguishes New Relic from some competitors. The free tier (100GB/month, one full platform user, forever) is genuinely usable for small teams. The seat model is where the cost compounds: full platform access at $349/month per engineer on Pro means a large engineering organization with rotating on-call pays per head before counting a byte of data.
Sumo Logic was built as a log analytics platform and has grown security and observability features on top of that foundation. The most consequential thing to understand about how it works is the Flex Pricing model: you pay for data scanned rather than data stored. Log ingest is free, but every query against that data consumes scan credits, whether the query comes from a dashboard, a monitor evaluation, an ad-hoc search, or a Live Tail session.
This model rewards specific usage patterns. Teams that ingest large volumes but query infrequently (compliance archiving, audit trails, periodic investigation) benefit significantly. Teams running frequent dashboards and regular investigative queries against large data volumes find scan costs accumulate in ways that are harder to predict upfront than a flat per-GB model. The published estimate of roughly $3.14 per TB scanned at a mid-range analytics profile is a useful planning number, but the actual multiple depends on how many times per month your dashboards and monitors effectively scan your stored data.
The unlimited users model is a genuine advantage over New Relic's seat structure: every engineer at your organization can access logs, metrics, and security data without a per-seat fee. That changes the cost math significantly for large organizations.
Sumo Logic's two primary product lines, Intelligent Security Operations (Cloud SIEM, Cloud SOAR, Logs for Security) and Intelligent Cloud Operations (APM, infrastructure monitoring, log management), are sometimes sold separately and sometimes bundled in the Enterprise Suite. Teams that only need observability can find themselves paying for security capabilities they do not use.
| Architectural factor | New Relic | Sumo Logic |
|---|---|---|
| Data collection | APM agents, eBPF (eAPM), or OTel | Collectors (Installed, Hosted) + OTel |
| Query language | NRQL (unified, proprietary) | Sumo Logic Query Language (custom) |
| OTel support | Yes (native, no surcharge) | Yes (full support) |
| Pricing trigger | User seats + data ingest volume | Scan credits per query + data volume |
| Per-user fees | Yes (full platform $349/month) | No (unlimited users) |
| High-water mark billing | No | No |
| Integration breadth | 700+ | 2,000+ |
| Primary audience | Engineers, SRE, platform teams | SecOps, DevSecOps, log-heavy enterprise |
Both platforms stop at alerting. Neither includes built-in on-call scheduling with phone and SMS delivery or customer-facing status pages. Better Stack brings all of that together alongside logs, metrics, and traces, so you can go from alert to post-mortem without switching tools.
From heartbeat monitoring to incident timelines to status pages, one platform for the whole reliability lifecycle. Start free.
New Relic has the deeper APM product here. Sumo Logic's APM is solid for teams already operating in AWS-native environments, but code-level profiling and the seamless investigation workflow that New Relic's unified backend enables are not things Sumo Logic matches.
New Relic offers language-specific APM agents alongside eBPF-based eAPM for zero-code Kubernetes instrumentation. Thread-level CPU profiling shows which function is consuming cycles in production. Infinite Tracing retains the most significant traces out of 100% of collected data without sampling blindly. APM 360 connects frontend sessions to backend traces within the same interface, and that correlation is seamless because RUM and APM share NRDB. Clicking from a slow page load to the backend service that caused it requires no configuration.
Sumo Logic APM uses OpenTelemetry and its collectors to capture distributed traces with service maps, trace correlation to logs, and Kubernetes observability. OTel support is genuine and no-surcharge. Where Sumo Logic APM genuinely differentiates is in AWS-native environments: pre-built apps for CloudTrail, GuardDuty, CloudWatch, Lambda, and dozens of other AWS services provide immediate visibility with pre-configured dashboards and detection rules that connect operational and security context in one platform.
What Sumo Logic's APM doesn't have: code-level profiling, Dynamic Instrumentation, and the seamless cross-signal investigation that comes from sharing a backend with RUM and logs. Every APM dashboard load and trace query also consumes scan credits under Flex Pricing, which means frequent APM investigation workflows need to factor query patterns into cost modeling.
The proprietary query language is a consistent friction point in user reviews. G2 and Gartner Peer Insights reviewers cite Sumo Logic Query Language complexity as the most common pain across both APM and log investigation. Dojo AI's Query Agent translates natural language to Sumo Logic queries, but it is SIEM-focused rather than a general observability investigation tool.
| APM / tracing | New Relic | Sumo Logic |
|---|---|---|
| Instrumentation | APM agents, eBPF (eAPM), or OTel | OTel + collectors |
| OTel support | Yes (native, no surcharge) | Yes (full, no surcharge) |
| Code-level profiling | Yes (thread profiling via APM agents) | No |
| Frontend-to-backend correlation | Seamless (shared NRDB backend) | RUM + APM correlation (configured) |
| AWS-native APM integration | Good | Excellent (deep pre-built apps) |
| Query language | NRQL | Sumo Logic Query Language |
| APM query cost | Included in ingest + user license | Scan credits consumed per query |
Both New Relic and Sumo Logic include APM in pricing models that grow with user headcount or query frequency. Better Stack's tracing is priced purely by data volume with no span indexing fees and no cardinality penalties, and the AI SRE activates automatically during incidents to investigate root cause before you have to ask.
Full-fidelity distributed tracing from every service, priced by volume with no surprises. Explore Better Stack tracing.
This is Sumo Logic's oldest and deepest capability, and it is also where the Flex Pricing model has the most concrete consequences for teams evaluating both platforms.
New Relic charges $0.40/GB past the 100GB/month free tier and makes every ingested log searchable through NRQL. No indexing decisions, no tier routing, no scan cost. AI alert summarization fires when log-triggered alerts surface. Seven-year retention without rehydration is available for compliance use cases. The cross-signal correlation works because logs and traces share the same backend: clicking from a log line to the trace that produced it requires no configuration.
Sumo Logic's log analytics capabilities are genuinely mature. LogReduce automatically clusters log lines into patterns, surfacing anomalies without requiring you to write queries for every possible error. LogCompare diffs log patterns across time windows, useful for post-deployment investigation. LogExplain identifies which fields correlate with a condition you specify. These are real productivity features that have been refined over fifteen years.
Under Flex Pricing, every log search, dashboard refresh, and monitor evaluation consumes scan credits. The credits accumulate based on data volume scanned, not just data ingested. At a mid-range analytics profile of 750 to 1,500 scans per GB ingested, Sumo Logic estimates roughly $3.14 per TB scanned. The practical question to model before signing: how many times per month does each GB of your logs effectively get scanned across all your dashboards, monitors, and manual investigations? For teams with heavy dashboard usage and frequent investigations, the scan cost dominates. For teams primarily archiving compliance logs with infrequent querying, the economics are genuinely favorable.
The direct connection to Cloud SIEM is one of Sumo Logic's real log management differentiators: security-relevant logs feed natively into MITRE ATT&CK-aligned detection rules and UEBA behavioral baselines in a way that requires cross-product configuration to replicate elsewhere.
| Log management | New Relic | Sumo Logic |
|---|---|---|
| Log ingest cost | $0.40/GB (100GB/month free) | Free (scans consume credits per query) |
| All logs searchable | Yes, immediately | Yes (credits consumed per query) |
| Query cost | Included in ingest rate | Credits per scan (volume-dependent) |
| Query language | NRQL (unified) | Sumo Logic Query Language |
| Analytics tools | AI alert summarization | LogReduce, LogCompare, LogExplain |
| SIEM integration | Separate product (Security RX, preview) | Native (same platform) |
| Long-term retention | Up to 7 years, no rehydration | Customer-defined (credits for queries) |
| Best for | Frequent investigation, unified cross-signal | Compliance archiving, security operations |
Both New Relic and Sumo Logic have pricing structures that produce surprises at scale in different ways. Better Stack stores logs in a unified warehouse with SQL querying, no separate indexing layer, no per-event charges, and no scan fees. You pay for what you send, and all of it is searchable.
Unified log management with SQL search, live tail, and no indexing surprises. See how it works.
Both platforms handle infrastructure monitoring with OTel support and no surcharges for OTel metrics. The meaningful differences are in pricing structure, access model, and cloud integration depth.
New Relic covers Linux, Windows, and macOS with no-agent cloud integrations for AWS, Azure, and GCP. Kubernetes monitoring is solid. The consistent friction: viewing infrastructure data during an incident requires a full platform seat at $349/month. Engineers without that provisioned cannot access infrastructure metrics when it matters.
Sumo Logic's infrastructure monitoring covers AWS, GCP, and Azure with pre-built apps providing dashboards, alerts, and anomaly detection for specific cloud services out of the box. The 2,000+ integration catalog means more cloud services have pre-built coverage without custom work. Kubernetes monitoring is a genuine strength with pod-level metrics, log correlation, and pre-built dashboards. Metrics-based SLOs track reliability against business outcomes.
Every engineer can view infrastructure data without a seat fee. On the Essentials tier, metrics capacity is capped at 50,000 DPM per day. Infrastructure dashboard loads also consume scan credits under Flex Pricing.
| Infrastructure monitoring | New Relic | Sumo Logic |
|---|---|---|
| OTel metric surcharges | No | No |
| Access to view metrics | Full platform user required ($349/month) | All users (no seat model) |
| Pre-built cloud integration apps | Good | Excellent (2,000+, deep AWS) |
| Kubernetes monitoring | Yes | Yes (strong, pre-built) |
| Metrics capacity | Unlimited | Capped at 50K DPM/day (Essentials) |
| Dashboard query cost | Included in ingest rate | Scan credits consumed |
Both platforms charge for infrastructure telemetry in ways tied to user seats or query frequency. Better Stack takes a different approach: no per-host fees, no cardinality penalties, and infra metrics that live alongside uptime monitors, on-call schedules, and incident timelines.
Infrastructure monitoring connected to alerting, on-call, and incident management, all in one place. Get started free.
This is the section that most clearly separates these two platforms, and where the evaluation either ends or gets more interesting depending on your requirements.
New Relic's security posture is compliance-based: SOC 2, HIPAA on Data Plus, FedRAMP Moderate expanding to High. Security RX, previewed in 2026, correlates vulnerability findings with engineering context. There is no SIEM, no SOAR, no UEBA, no threat detection.
Sumo Logic's Cloud SIEM is the product the company built its enterprise reputation on. 900+ out-of-the-box detection rules aligned to MITRE ATT&CK, the Insight Rules Engine that groups related signals into correlated incidents rather than raw alerts, UEBA building behavioral baselines for users and devices, Entity Timeline and Entity Relationship Graph for blast radius analysis, and FedRAMP authorized plus PCI DSS certified compliance. If your organization's security team runs investigations inside Sumo Logic, that team is using a genuinely mature product.
Cloud SOAR is the capability that has no equivalent in New Relic at all. Playbook-based automation triggers on Insights, executes enrichment actions (threat intelligence lookups, user directory queries), and can take automated containment steps. For organizations that have been managing SOAR automation manually or through separate tools, having it integrated with the same platform that runs the SIEM is a real operational advantage.
For organizations where PCI DSS or FedRAMP authorization is a procurement gate, this section ends the comparison: Sumo Logic has those certifications and New Relic does not.
| Security | New Relic | Sumo Logic |
|---|---|---|
| Cloud SIEM | Limited (Security RX in preview) | Yes (900+ rules, MITRE ATT&CK aligned) |
| UEBA | No | Yes |
| Cloud SOAR | No | Yes (playbook automation) |
| Entity timeline / graph | No | Yes |
| SOC 2 Type II | Yes | Yes |
| HIPAA | Yes (Data Plus) | Yes |
| FedRAMP | Yes (Moderate, expanding to High) | Yes (authorized) |
| PCI DSS | No | Yes |
Both companies are investing in AI, but the focus differs in a way that mirrors their broader product orientations.
New Relic's SRE Agent, launched February 2026, fires automatically when an alert triggers and begins investigating without prompting. By the time you open your laptop it has typically identified a likely root cause from APM traces, logs, and recent deployments. Applied Intelligence, which groups related alerts and generates summaries, is GA today. The Agentic Platform adds a no-code agent builder and MCP support. The honest caveat: the SRE Agent and most of the Agentic Platform remain in Preview.
Sumo Logic's Dojo AI is built for security operations, not general observability. Mobot is the conversational interface for all Dojo AI agents. The Summary Agent (GA) automatically explains what triggered a Cloud SIEM Insight, so analysts start with context rather than raw alert data. The Query Agent (GA) translates natural language to Sumo Logic Query Language, reducing friction with the platform's custom syntax. The SOC Analyst Agent (limited beta, opt-in required, Enterprise Suite only) processes customer data to review Insight data, correlate activity, and assist triage.
The MCP server is in limited beta with GA planned for 2026. For teams evaluating MCP as a production capability today, New Relic's Preview MCP and Sumo Logic's limited beta MCP are roughly comparable in availability, though neither is generally available.
The orientation difference matters: New Relic's AI fires proactively at alert time for observability incidents. Sumo Logic's AI is initiated by a security analyst and focuses on threat triage. They are solving different problems for different users.
| AI capability | New Relic | Sumo Logic |
|---|---|---|
| Proactive investigation (fires on alert) | Yes (SRE Agent, Preview) | No (analyst-initiated) |
| Security triage AI | No | Yes (SOC Analyst Agent, beta) |
| Natural language queries | Yes (Bits Chat) | Yes (Mobot/Query Agent, GA) |
| MCP server | Yes (Preview) | Yes (limited beta, 2026 GA planned) |
| AI focus | Observability incident investigation | Security operations, SOC workflows |
| GA status | Applied Intelligence GA; SRE Agent Preview | Summary Agent GA; SOC Agent beta |
Both platforms have AI investigation features focused on their respective areas. What neither one includes is a direct path from a root cause hypothesis to an on-call notification and a customer-facing status page update. Better Stack's AI SRE connects to the full incident lifecycle so the investigation and the response happen in the same place.
Autonomous root cause investigation connected to on-call, incidents, and status pages. See the AI SRE.
The comparison requires modeling your actual behavior, not just your data volume, because Sumo Logic's scan-based model produces very different outcomes depending on how frequently your team queries data.
New Relic's bill has two inputs: ingest and seats. A team of 10 engineers all needing full platform access on Pro pays $3,490/month in seat fees before a byte of telemetry applies. Past the 100GB/month free tier, ingest costs $0.40/GB. The 100GB/month free tier is a genuine advantage for small teams: a startup with two or three engineers can run New Relic at zero cost indefinitely.
Sumo Logic's Flex Pricing offers free log ingest but charges per scan. The credit price varies by plan ($0.15 per credit on Essentials up to $0.25 on Enterprise Suite at US annual rates, with global deployment adding 20% and quarterly payment adding another 20%). Annual renewals include a default 10% increase unless negotiated otherwise.
For a team ingesting 2.5TB of logs per month with a moderate query profile (dashboards refreshing regularly, monitors running, periodic ad-hoc investigations), the effective monthly cost of log analytics alone can range from $2,000 to over $6,000 depending on actual scan volume. On-call still requires PagerDuty or OpsGenie at $245 to $415 per month for five responders.
Scenario: 10 engineers needing full access, 500GB/month logs, moderate query frequency
| Cost component | New Relic (Pro, annual) | Sumo Logic (Enterprise Ops, estimated) |
|---|---|---|
| Full platform user licenses | $3,490/month (10 x $349) | $0 (unlimited users) |
| Log ingest (500GB, minus free) | ~$160/month | Free |
| Log scan credits (estimated) | Not applicable | $1,500-4,000/month (query-pattern dependent) |
| APM | Included in ingest | Credits (scan-dependent) |
| On-call (5 responders, PagerDuty) | ~$245-415/month | ~$245-415/month |
| Estimated monthly total | ~$3,895-4,065/month | ~$1,745-4,415/month |
The Sumo Logic range is wide because scan costs depend entirely on query frequency. The key question for every team evaluating Sumo Logic: how many times per month does each GB of your data effectively get scanned across all dashboards, monitors, and investigations? At low query frequency, Sumo Logic comes out cheaper. At high query frequency, costs approach or exceed New Relic's seat-based model, and the seat model at least has a predictable ceiling.
| Pricing factor | New Relic | Sumo Logic |
|---|---|---|
| Log ingest | $0.40/GB (100GB/month free) | Free |
| Log query cost | Included in ingest rate | Credits per scan |
| Per-user fee | Yes ($349/month Pro annual) | No (unlimited users) |
| Annual renewal uplift | No default | 10% default (negotiable) |
| Free tier | Yes (100GB + 1 full user, forever) | 30-day trial, then limited |
| OTel surcharges | No | No |
| FedRAMP / PCI DSS | FedRAMP Moderate only | Both included |
Both New Relic and Sumo Logic require separate tools for on-call scheduling and status pages. Better Stack consolidates logs, metrics, traces, on-call scheduling, incident management, and status pages into one platform with one bill.
Fewer vendors, fewer context switches, and a single place for the full reliability workflow. Talk to us.
New Relic gaps worth knowing:
Sumo Logic gaps worth knowing:
The comparison points in a clear direction once you answer two questions about your organization.
The first question is whether security operations is a primary driver. If the team evaluating this comparison includes a SOC analyst, a compliance officer, or anyone who needs Cloud SIEM, SOAR automation, UEBA, FedRAMP authorization, or PCI DSS certification, Sumo Logic offers those capabilities and New Relic does not. For those buyers, the comparison ends here.
For teams where observability is the primary need, the second question is about team size and query behavior. New Relic's free tier is genuinely hard to match for small teams: 100GB per month, one full platform user, no credit card, indefinitely. A startup or small engineering team investigating incidents regularly benefits from New Relic's unified NRQL investigation experience and predictable per-GB pricing. For a larger organization where many engineers need investigative access, the seat bill at $349 per engineer starts looking different, and Sumo Logic's unlimited user model becomes relevant.
The honest caution about Sumo Logic's Flex Pricing is worth repeating before you commit: get a clear picture of your actual query frequency before signing. The free ingest headline is real. The scan costs that come from running dashboards, monitors, and regular investigations against that data are also real, and they depend on behavior rather than volume in a way that is harder to forecast than a flat per-GB rate. Ask Sumo Logic to help you model your specific usage pattern with real credit estimates before the contract is signed, and specifically ask about the annual renewal increase clause.
Neither New Relic nor Sumo Logic includes uptime monitoring, on-call scheduling with phone and SMS, incident management, and customer-facing status pages as a unified product. Better Stack brings all of that together with logs, metrics, and traces, with usage-based pricing and no per-seat fees.
The full reliability lifecycle in one place. Start free, no credit card required. Try Better Stack.
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Both offer top-notch observability toolkits for platforms of any scale or complexity. Today, we'll look at their main differences.
Better Stack and Sumo Logic take different approaches to observability and security. This comparison covers pricing, log management, APM, Cloud SIEM, incident management, AI features, and enterprise readiness to help you pick the right platform.
Sumo Logic offers a good Log Management Solution, but there are a lot of solutions offering better functionality, documentation, and more features.
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