# Sumo Logic vs SigNoz: A Complete Comparison for 2026
Sumo Logic and SigNoz are both selling relief from the same industry pattern, indexing fees that punish you for wanting your own data searchable, but they built their relief from opposite materials. Sumo Logic, founded in 2010, makes ingest free and meters scans instead, a proprietary SaaS platform with a genuine security business layered on top. SigNoz, founded in 2019, was built OpenTelemetry-native from day one on ClickHouse, the open-source columnar database, and ships a free self-hosted Community Edition alongside a cloud offering priced purely on data volume, with **no query fees at all**.
That difference in construction material matters more than it might sound. **Sumo Logic's Flex Pricing asks you to model your team's query behavior before signing**, because every dashboard refresh and search burns scan credits against data you already sent for free. **SigNoz asks you to model nothing of the sort**: $49/month gets you started in the cloud, or you self-host the Community Edition forever for the cost of your own infrastructure, and once you've paid for the data, querying it as much as you want costs nothing further. Neither model is a trick. They reflect two different bets about what customers actually fear paying for.
The scope gap is the other half of this story, and it runs entirely in Sumo Logic's favor. **Sumo Logic has a real Cloud SIEM, 900+ MITRE ATT&CK-aligned rules, Cloud SOAR, UEBA, FedRAMP authorization.** SigNoz has none of that; it's an observability company, full stop, with no security roadmap in sight. If your evaluation includes a SOC analyst, this comparison is largely decided before you open a pricing page. If it doesn't, SigNoz's open architecture and zero-query-fee model make a genuinely strong case.
## Quick comparison at a glance
| Feature | Sumo Logic | SigNoz |
|---|---|---|
| **Founded** | 2010 | 2019 |
| **Primary purpose** | Log analytics + Cloud SIEM + observability | OpenTelemetry-native open-source observability |
| **Open source** | No | Yes (28k+ GitHub stars) |
| **Deployment** | SaaS only | Cloud, self-hosted (free), enterprise self-hosted |
| **Free tier** | 30-day trial, then limited free plan | Yes (Community Edition, self-hosted, unlimited) |
| **Pricing model** | Scan-based credits (Flex Pricing), free ingest | Data volume only |
| **Log ingest cost** | Free (scans consume credits per query) | $0.30/GB |
| **Query fees** | Yes (scan credits, ~$3.14/TB mid-range) | None |
| **Starting cloud price** | 30-day trial, then negotiated | $49/month (includes $49 of usage) |
| **Unlimited users** | Yes | Yes |
| **Query language** | Sumo Logic Query Language | ClickHouse SQL + PromQL + Query Builder |
| **OTel support** | Full (native, no surcharge) | Native, OTel-first from day one |
| **APM / distributed tracing** | Yes (strong AWS-native integration) | Yes (multi-view Traces Explorer) |
| **Infrastructure monitoring** | Yes (multi-cloud, 2,000+ pre-built apps) | Yes (hostmetrics, K8s, cloud integrations) |
| **CI/CD / DORA metrics** | No | Yes (included) |
| **Cloud SIEM** | Yes (900+ rules, MITRE ATT&CK, primary product) | No |
| **Cloud SOAR** | Yes (playbook automation) | No |
| **UEBA** | Yes | No |
| **AI capabilities** | Dojo AI (Summary/Query Agent GA, SOC Agent beta) | Noz assistant (beta, prompt-driven) |
| **MCP server** | Yes (limited beta, GA planned 2026) | Yes (hosted, GA) |
| **On-call scheduling** | No (external tools) | No (external tools) |
| **Status pages** | No | No |
| **Self-hosted / air-gapped** | No | Yes (free Community Edition + Enterprise) |
| **SOC 2 Type II** | Yes | Yes |
| **HIPAA** | Yes | Yes (BAA add-on / Enterprise) |
| **FedRAMP** | Yes (authorized) | No |
| **Data residency** | US regions | US, EU, India + self-hosted anywhere |
---
## Platform architecture and philosophy
Both companies chose to make ingest cheap or free and put their real business logic somewhere else, but they made that choice from completely different starting points, one from log analytics and security, the other from a direct OpenTelemetry-first design brief.
### Sumo Logic: free ingest, meter the query, security and observability sharing one platform
Sumo Logic's Cloud SIEM, Cloud SOAR, APM, and infrastructure monitoring all run on one platform, queryable through the same Sumo Logic Query Language, unified under Flex Pricing: ingest is free, and every query, dashboard refresh, and monitor evaluation consumes scan credits, roughly $3.14/TB at a mid-range profile. Unlimited users means every engineer and SOC analyst accesses the same data with no seat fee, a structural choice it shares with SigNoz.
### SigNoz: OpenTelemetry-first, ClickHouse-backed, no query fee at any tier
SigNoz was built to receive OTLP data from day one, with no proprietary agent preference and no translation layer, OpenTelemetry semantic conventions are the native data model. Storage runs on ClickHouse, the same open-source columnar database proven at Uber and ByteDance, with SigNoz demonstrating 10TB+/day ingestion in production. Querying happens through a visual Query Builder, PromQL, or raw ClickHouse SQL, and none of it carries a separate charge: **once you've paid $0.30/GB to ingest, querying it as much as an incident requires costs nothing further**, a structurally different promise than Sumo Logic's scan-credit model. Deployment flexibility is the other pillar: run the free Community Edition on your own servers at any scale, use SigNoz Cloud (US, EU, India), or take the Enterprise path with a dedicated or bring-your-own-cloud environment, none of which Sumo Logic, SaaS-only, can offer.
| Architectural factor | Sumo Logic | SigNoz |
|---|---|---|
| Founding domain | Log analytics, security grew on the same platform | OpenTelemetry-native observability from day one |
| Data storage | Proprietary log store + Cloud SIEM data model | ClickHouse (open source) |
| Query language | Sumo Logic Query Language | ClickHouse SQL + PromQL + Query Builder |
| Query fees | Yes (scan credits) | None |
| Self-hosted option | No | Yes (free Community Edition + Enterprise) |
| Data residency | US regions | US, EU, India, or your own infrastructure |
| Security product | Yes (Cloud SIEM, SOAR, UEBA) | No |
| Unlimited users | Yes | Yes |
[summary]
### Both meter differently, neither meters your on-call response
Sumo Logic charges for your curiosity through scan credits and SigNoz charges nothing extra to query, but neither one pages a human when an alert fires. Better Stack connects observability directly to on-call and incident response in one platform.
**From heartbeat monitoring to incident timelines to status pages, one platform for the whole reliability lifecycle.** [Start free.](https://betterstack.com)
[/summary]
---
## Log management
Both companies started with logs, and both remain strong, but the economics diverge sharply depending on how often your team actually queries what it sends.
### Sumo Logic: free ingest, scan-metered queries, fifteen years of pattern-analysis tooling
LogReduce clusters log lines into patterns automatically, LogCompare diffs patterns across time windows, and LogExplain surfaces which fields correlate with a condition, genuinely mature tooling refined over fifteen years. But every query against that free ingest consumes scan credits, so a team that ingests heavily but investigates rarely does well here, while a team running frequent dashboards sees costs compound in a way a flat rate wouldn't.
### SigNoz: ClickHouse-fast, cheaper ingest, and truly no query fee to model against
SigNoz logs land in ClickHouse at $0.30/GB, and every log is immediately queryable through live tail, log pipelines, direct JSON filtering, and saved views, with the OTel-aware UI surfacing attribute hierarchies as first-class filters rather than flattening everything into generic key-value pairs. There's no separate charge for investigating more thoroughly, a genuinely simpler mental model than Sumo Logic's scan-credit calculus. The honest limit is retention: 15 days is the default, with custom per-source retention still marked coming soon on the self-managed enterprise tier, well short of what many compliance-driven Sumo Logic customers expect.
| Log management | Sumo Logic | SigNoz |
|---|---|---|
| Ingest cost | Free | $0.30/GB |
| Query cost | Scan credits (~$3.14/TB mid-range) | None |
| Pattern/anomaly tooling | LogReduce, LogCompare, LogExplain | Basic (via ClickHouse SQL/Query Builder) |
| Query language | Sumo Logic Query Language | ClickHouse SQL + Query Builder |
| Default retention | Model-dependent | 15 days |
| Self-hosted option | No | Yes (free + Enterprise) |
[summary]
### Log search without a scan meter to worry about
Sumo Logic meters your curiosity through scan credits on top of free ingest. Better Stack stores everything in one SQL-queryable warehouse at $0.10/GB with no query fees of any kind, no scans to budget for.
**Unified log management with SQL search, live tail, and no indexing surprises.** [See how it works.](https://betterstack.com/logs)
[/summary]
---
## APM, infrastructure, and CI/CD
Sumo Logic's APM strength is specifically AWS-native. SigNoz's is a broader OTel-first explorer with a category Sumo Logic doesn't offer at all: CI/CD observability with DORA metrics.
### Sumo Logic: excellent AWS-native depth, strong Kubernetes coverage, no CI/CD story
Sumo Logic APM is OTel-native with no surcharge, and its clearest strength is AWS: pre-built apps for CloudTrail, GuardDuty, CloudWatch, and Lambda connect operational and security context immediately, a category SigNoz doesn't specifically optimize for. Infrastructure monitoring spans AWS, GCP, and Azure with 2,000+ pre-built apps. What's missing entirely: any CI/CD or deployment-pipeline observability product.
### SigNoz: a genuinely capable Traces Explorer, high-cardinality querying with no surcharge, and DORA metrics baked in
SigNoz's Traces Explorer offers list, waterfall, time series, and table views, with a Query Builder exposing aggregations across any span attribute, including high-cardinality fields, at no extra query cost, a genuine advantage over Sumo Logic's scan-metered investigation. Auto-instrumented exceptions surface in a dedicated tab automatically. Infrastructure coverage runs through the OTel Collector's hostmetrics receiver, tagged with standard semantic conventions, with pre-built dashboards for hosts, Kubernetes, and common services like Redis, RDS, and PostgreSQL.
**CI/CD observability with DORA metrics**, deployment frequency, lead time, change failure rate, MTTR, plus pipeline health and flakiness detection, is a category SigNoz includes that Sumo Logic covers only through third-party integrations, if at all.
| APM / infrastructure / CI/CD | Sumo Logic | SigNoz |
|---|---|---|
| AWS-native integration depth | Excellent (deep pre-built apps) | Good |
| High-cardinality span querying | Yes, but scan-metered | Yes (no surcharge) |
| CI/CD / DORA metrics | No | Yes (included) |
| Kubernetes monitoring | Yes (strong, pre-built) | Yes (OTel hostmetrics-based) |
| Query/dashboard cost | Scan credits consumed per load | None (priced into ingest only) |
[summary]
### Tracing and infrastructure without either vendor's scan anxiety
Sumo Logic charges scan credits for every APM dashboard load, and SigNoz asks nothing extra once you've paid to ingest. Better Stack's eBPF-based tracing captures HTTP, gRPC, and database traffic at the kernel level with zero code changes, priced purely by data volume.
**Full-fidelity distributed tracing from every service, priced by volume with no surprises.** [Explore Better Stack tracing.](https://betterstack.com/tracing)
[/summary]
---
## Digital experience monitoring
SigNoz covers Web Vitals monitoring, LCP, CLS, INP, and TTFB tracked per URL, which is genuinely useful for frontend performance debugging, but it stops there: no session replay, no synthetic monitoring, no mobile RUM.
Sumo Logic's own RUM offering is limited too, not a category either vendor invests in seriously, which makes this section one of the few in the comparison where neither side has a real edge. Teams that need genuine session replay or synthetic monitoring will be adding a third vendor regardless of which of these two they choose for logs and APM.
| Digital experience | Sumo Logic | SigNoz |
|---|---|---|
| Web Vitals monitoring | Limited | Yes (LCP, CLS, INP, TTFB per URL) |
| Session replay | No | No |
| Synthetic monitoring | Limited | No |
| Mobile RUM | No | No |
---
## Security capabilities
This section resolves in one direction entirely, and it's the single biggest structural gap in this comparison.
Sumo Logic's Cloud SIEM ships 900+ detection rules aligned to MITRE ATT&CK, an Insight Rules Engine correlating raw signals into grouped incidents, UEBA behavioral baselining, and Entity Timeline plus Entity Relationship Graph for blast-radius analysis, with Cloud SOAR handling playbook automation and FedRAMP authorization backing federal workloads.
**SigNoz has no SIEM, no SOAR, no UEBA, and no near-term roadmap indication of building any of it.** It's an observability company, and a genuinely good one, but security operations sits entirely outside its scope. Compliance-wise, SigNoz holds SOC 2 and HIPAA (via BAA on Enterprise), but no FedRAMP, ruling out federal government workloads regardless of price or its open-source pedigree.
| Security | Sumo Logic | SigNoz |
|---|---|---|
| Cloud SIEM | Yes (900+ rules, MITRE ATT&CK) | No |
| Cloud SOAR | Yes (playbook automation) | No |
| UEBA | Yes | No |
| FedRAMP | Yes (authorized) | No |
| HIPAA | Yes | Yes (BAA add-on / Enterprise) |
| SOC 2 Type II | Yes | Yes |
---
## AI capabilities
Both companies are building AI for genuinely different users: a security analyst on the Sumo Logic side, a developer working inside their editor on the SigNoz side.
### Sumo Logic: Dojo AI, security-first, analyst-initiated
Dojo AI is built for security operations. Mobot is the conversational interface across agents; the Summary Agent (GA) explains what triggered a Cloud SIEM Insight; the Query Agent (GA) translates natural language into Sumo Logic Query Language. The SOC Analyst Agent remains limited beta, and the MCP server is limited beta with GA planned for 2026.
### SigNoz: a GA MCP server built for the editor, Noz still finding its footing
SigNoz's hosted MCP server connects Claude, Cursor, Gemini, Codex, Windsurf, and other AI clients directly to traces, logs, metrics, alerts, and service topology, GA rather than limited beta, ahead of Sumo Logic's MCP maturity specifically. Agent Skills stored as SKILL.md files let teams codify observability best practices and share them via GitHub, a genuinely practical pattern with no Sumo Logic equivalent. Noz, the in-product assistant on the Teams plan, answers plain-English questions and populates the right Explorer view, but it's beta and prompt-driven: you bring the question, it surfaces context, a materially different capability than Sumo Logic's security-triage-focused agents.
| AI capability | Sumo Logic | SigNoz |
|---|---|---|
| Security-focused triage | Yes (SOC Analyst Agent, beta) | No (no security product) |
| Natural language querying | Yes (Mobot/Query Agent, GA) | Noz (beta, prompt-driven) |
| MCP server | Limited beta (2026 GA planned) | Yes (hosted, GA) |
| Codified agent skills | No | Yes (SKILL.md via GitHub) |
| AI focus | Security operations, SOC workflows | Developer/SRE editor integration |
[summary]
### AI investigation for two different users, neither connected to the response
Dojo AI serves the SOC analyst and Noz's MCP integration serves the developer working in their editor, but neither hands its conclusion to an on-call engineer. Better Stack's AI SRE activates autonomously during incidents and delivers its hypothesis into a live incident with the responder already paged.
**Autonomous root cause investigation connected to on-call, incidents, and status pages.** [See the AI SRE.](https://betterstack.com)
[/summary]
---
## Pricing comparison
Sumo Logic's real cost hides in query behavior. SigNoz's doesn't hide anything, it just doesn't cover security at all.
**Scenario: 500GB/month logs, 300GB/month traces, moderate query frequency, 20-engineer team**
| Cost component | Sumo Logic (Enterprise Ops, estimated) | SigNoz (Cloud Teams) |
|---|---|---|
| Log ingest | Free | $150/month ($0.30/GB) |
| Log query/scan costs | $1,500-4,000/month (query-pattern dependent) | None (no separate query fee) |
| Traces | Included in scan-based model | ~$90/month |
| Metrics | Included in scan-based model | ~$20-50/month |
| Base platform | N/A | $49/month (includes $49 usage) |
| Security (SIEM/SOAR) | Included on same platform | Not available at any price |
| **Estimated monthly total** | **~$1,745-4,415/month** | **~$260-340/month** |
SigNoz is meaningfully cheaper and dramatically more predictable at this profile, no scan-credit variable to model, no upfront query-behavior guess. But the gap carries the same asterisk as the security section above: **SigNoz's total buys no SIEM, no SOAR, no UEBA, at any price.** If security operations is part of your evaluation, this isn't really Sumo Logic vs. SigNoz, it's Sumo Logic vs. SigNoz plus a separate SIEM vendor entirely, which changes the math substantially.
Two structural notes worth flagging. Sumo Logic's annual renewals include a default 10% increase unless negotiated otherwise. SigNoz's Startup Program cuts the Teams plan to $19/month for companies under 3 years old, under 30 employees, and under $6M raised, with a self-hosted Community Edition available at any scale for free, an option Sumo Logic simply doesn't have.
| Pricing factor | Sumo Logic | SigNoz |
|---|---|---|
| Free tier | 30-day trial, then limited | Full product, self-hosted, unlimited |
| Cost anchored to | Query frequency (scan credits) | Data volume only |
| Query fees | Yes | None |
| Self-hosted option | No | Yes (Community Edition, free forever) |
| Annual renewal uplift | 10% default (negotiable) | Not confirmed |
| Security included | Yes (SIEM, SOAR, UEBA, same bill) | No (not available at any price) |
[summary]
### Predictable pricing that still doesn't page anyone
SigNoz avoids Sumo Logic's scan-credit unpredictability entirely, but neither platform includes on-call or status pages. Better Stack combines volume-priced logs, metrics, and traces with on-call scheduling, incident management, and status pages, one platform, one bill.
**Fewer vendors, fewer context switches, and a single place for the full reliability workflow.** [Talk to us.](https://betterstack.com)
[/summary]
---
## What each platform genuinely lacks
**Sumo Logic gaps worth knowing:**
1. Flex Pricing scan costs are genuinely hard to forecast without modeling actual query frequency in advance.
2. No self-hosted or air-gapped deployment option at all.
3. No CI/CD or DORA metrics observability.
4. Annual renewals include a default 10% increase unless proactively negotiated.
5. RUM offering is limited, not a category of real investment.
6. Dojo AI's most capable features (SOC Analyst Agent, MCP server) remain in limited beta.
7. No on-call scheduling, incident management, or status pages.
**SigNoz gaps worth knowing:**
1. No SIEM, no SOAR, no UEBA, at any price, not a security-operations product at all.
2. No FedRAMP authorization, ruling out federal government workloads.
3. No session replay, synthetic monitoring, or mobile RUM.
4. 15-day default log retention, with custom per-source retention still maturing.
5. Smaller ecosystem and integration catalog than Sumo Logic's 2,000+ pre-built apps.
6. Noz AI assistant is beta and prompt-driven, with no autonomous investigation.
7. No on-call scheduling, incident management, or status pages.
---
## Final thoughts
The fastest resolution to this comparison is the same one that resolves most of the Sumo Logic pairings in this series: is a SOC analyst part of the buying decision? **If yes, SigNoz isn't really a candidate**, it has no SIEM, no SOAR, no UEBA, and Sumo Logic's fifteen years of MITRE-aligned detection and Entity Timeline investigation tooling aren't something an observability-only company replicates by being open source or cheaper.
If the evaluation is purely observability, **SigNoz makes a genuinely strong case, arguably the strongest zero-surprise pricing model in this entire comparison series**: no query fee to guess wrong on, a real self-hosted escape hatch that Sumo Logic structurally cannot offer as a SaaS-only platform, CI/CD observability with DORA metrics that Sumo Logic doesn't cover at all, and a GA MCP server built specifically for developer-editor workflows ahead of Sumo Logic's still-beta equivalent. The cost gap in a moderate-scale scenario runs meaningfully in SigNoz's favor, and unlike Sumo Logic's scan credits, that number doesn't move based on how curious your team gets during an incident.
The honest middle case, consistent with every comparison in this series where one side lacks security depth: an organization needing both real SIEM capability and open, zero-query-fee observability ends up running Sumo Logic for security and SigNoz (or its self-hosted Community Edition) for day-to-day observability, or accepts that SigNoz's savings apply only to the half of the stack it actually covers. That's two vendors rather than one, but it beats asking either platform to be something it was never built to be.
[summary]
### The layer neither platform has built
Neither Sumo Logic nor SigNoz includes uptime monitoring, on-call scheduling with phone and SMS, incident management, or 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 scan credits or query fees.
**The full reliability lifecycle in one place. Start free, no credit card required.** [Try Better Stack.](https://betterstack.com)
[/summary]