# Middleware vs Sumo Logic

**Leader by vioscaleAI score:** Middleware

| Attribute | Middleware | Sumo Logic |
|---|---|---|
| **vioscaleAI score** | 71.2 (74% (medium)) | 53.3 (59% (medium)) |
| content.faq | `[{"answer":"Provides comprehensive monitoring and automatic issue detection for cloud infrastructure, with AI-powered root cause analysis and automated code fixes. It is indexed under Observability Tools.","source":"https://middleware.io/pricing/","question":"What is Middleware?","confidence":0.6},{"answer":"Middleware offers a free tier, so you can start without paying. Paid plans start at $0.30. Prices are published openly on the vendor's own pricing page. Pricing changes often, so verify at source before relying on it.","source":"https://middleware.io/pricing/","question":"Is Middleware free?","confidence":0.6},{"answer":"Middleware supports the web, Windows, macOS, Linux, iOS and Android. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://middleware.io/pricing/","question":"What platforms does Middleware support?","confidence":0.6},{"answer":"Yes. Middleware can be deployed cloud / SaaS and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://middleware.io/pricing/","question":"Can Middleware be self-hosted?","confidence":0.6},{"answer":"We have confirmed 14 integrations for Middleware, including Slack, AWS, Google Cloud, Stripe, Prometheus, OpenTelemetry, Amazon S3 and Azure Blob Storage, plus 6 more. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://middleware.io/pricing/","question":"What does Middleware integrate with?","confidence":0.6},{"answer":"We have independently confirmed SOC 2, ISO 27001 and GDPR for Middleware. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Middleware not holding them. Always confirm compliance directly before you rely on it.","source":"https://middleware.io/security/","question":"What security certifications does Middleware have?","confidence":0.7},{"answer":"Middleware is available worldwide. Its primary market is the United States.","source":"https://middleware.io/pricing/","question":"Where is Middleware available?","confidence":0.5}]` | `[{"answer":"Sumo Logic enables monitoring and analysis of application and infrastructure data through centralized collection and correlation of logs, metrics, and distributed traces, using machine learning to detect patterns and investigate incidents. It is indexed under Observability Tools.","source":"https://www.sumologic.com","question":"What is Sumo Logic?","confidence":0.6},{"answer":"Sumo Logic does not publish its prices. Pricing is quoted on request, across 2 plans (Essentials and Enterprise Suite), so the figure depends on your seat count and requirements. We record this as a pricing-transparency signal rather than guessing a number. Pricing changes often, so verify at source before relying on it.","source":"https://www.sumologic.com","question":"How much does Sumo Logic cost?","confidence":0.6},{"answer":"Sumo Logic supports the web and a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://www.sumologic.com","question":"What platforms does Sumo Logic support?","confidence":0.6},{"answer":"Yes. Sumo Logic can be deployed cloud / SaaS and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://www.sumologic.com","question":"Can Sumo Logic be self-hosted?","confidence":0.6},{"answer":"We have confirmed 18 integrations for Sumo Logic, including AWS Lambda, Azure, Docker, FluentD, JavaScript, Jenkins, Kinesis and Logback, plus 10 more. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://www.sumologic.com/pricing","question":"What does Sumo Logic integrate with?","confidence":0.6},{"answer":"We have independently confirmed SOC 2 and ISO 27001 for Sumo Logic. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Sumo Logic not holding them. Always confirm compliance directly before you rely on it.","source":"https://www.sumologic.com","question":"What security certifications does Sumo Logic have?","confidence":0.48},{"answer":"Sumo Logic is available worldwide. Its primary market is the United States. The vendor is headquartered in the United States.","source":"https://www.sumologic.com","question":"Where is Sumo Logic available?","confidence":0.75}]` |
| deployment.options | `{"cloud":true,"self_hosted":true}` | `{"cloud":true}` |
| description.long | A platform that helps teams monitor cloud systems and applications in real-time, automatically detect problems, analyze their root causes, and resolve them efficiently. | A cloud platform that ingests logs, metrics, and trace data from applications and infrastructure. It provides interactive dashboards and automated alerting based on detected patterns and anomalies. |
| features.capabilities | `{"apm":true,"rum":true,"logs":true,"hosting":"cloud","metrics":true,"tracing":true,"alerting":true,"dashboards":true,"otel_native":true}` | `{"apm":true,"rum":false,"logs":true,"hosting":"both","metrics":true,"on_call":false,"tracing":true,"alerting":true,"dashboards":true,"otel_native":true}` |
| integrations.count | 450 | 20 |
| integrations.list | `[{"name":"Slack"},{"name":"AWS"},{"name":"Google Cloud"},{"name":"Stripe"},{"name":"Prometheus"},{"name":"OpenTelemetry"},{"name":"Amazon S3"},{"name":"Azure Blob Storage"},{"name":"Microsoft Teams","native":true,"category":"alerting","direction":"outbound"},{"name":"Kubernetes","native":true,"direction":"inbound"},{"name":"Docker","native":true,"direction":"inbound"},{"name":"Python","native":true,"direction":"inbound"},{"name":"Node.js","native":true,"direction":"inbound"},{"name":"Go","native":true,"direction":"inbound"},{"name":"iOS","native":true,"direction":"inbound"}]` | `[{"name":"AWS Lambda"},{"name":"Azure"},{"name":"Docker"},{"name":"FluentD"},{"name":"JavaScript"},{"name":"Jenkins"},{"name":"Kinesis"},{"name":"Logback"},{"name":"Logstash"},{"name":"Log4J"},{"name":"Log4j2"},{"name":"Maven"},{"name":".NET"},{"name":"Okta"},{"name":"Scala"},{"name":"CollectD"},{"name":"Prometheus"},{"name":"StatsD"},{"name":"OpenTelemetry"},{"name":"Kubernetes"}]` |
| market.availability | `{"primaryMarkets":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"hqCountry":"US","primaryMarkets":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"ios":true,"mac":true,"linux":true,"android":true,"windows":true}` | `{"cli":true,"web":true}` |
| pricing | `{"type":"usage","plans":[{"free":true,"name":"Free","summary":"Free with 100GB/month data limit","features":["Unlimited Users","Community Based Support","14 day retention"],"components":[{"kind":"fixed","amount":0,"period":"month","currency":"USD"}],"contactSales":false,"includedLimits":{"data_gb":"100","opsai_tokens":"2M","rum_sessions":"1000","retention_days":"14","synthetic_checks":"20000","browser_test_runs":"10"}},{"free":false,"name":"Pay As You Go","summary":"$0.3/GB logs, metrics, traces; $1 per 1K RUM sessions","features":["Error solving with OpsAI","Ingestion Control & Data Pipeline","30 day retention","SSO and Security Features","Dedicated Slack/MS Teams Channel"],"components":[{"per":{"qty":1,"unit":"gb"},"kind":"metered","amount":0.3,"currency":"USD"},{"per":{"qty":1000,"unit":"rum_sessions"},"kind":"metered","amount":1,"currency":"USD"},{"per":{"qty":5000,"unit":"synthetic_checks"},"kind":"metered","amount":1,"currency":"USD"},{"per":{"qty":1000,"unit":"browser_test_runs"},"kind":"metered","amount":10,"currency":"USD"}],"contactSales":false},{"free":false,"name":"BYOC","summary":"Custom pricing with volume discounts","features":["Dedicated Account Team","Multi-year Contract Discounts","Custom Data Retention","Bring Your Own Cloud","24x7 Support","Faster Issue Solving","Automatic Issue Detection","Automatic PR Generation"],"commitment":"annual","description":"Bring Your Own Cloud with dedicated support and custom pricing","contactSales":true}],"summary":"Free tier with 100GB/month. Pay-as-you-go from $0.3/GB. Custom pricing with BYOC option.","currency":"USD","freeTier":true,"sourceUrl":"https://middleware.io/pricing/","retrievedAt":"2026-09-03T23:01:20.828Z","freeTrialDays":14,"startingPrice":{"unit":"gb","amount":0.3,"currency":"USD"},"billingPeriods":["month"]}` | `{"type":"subscription","plans":[{"free":true,"name":"Essentials","description":"Ideal for small-to-medium-sized DevOps and SecOps teams requiring ad-hoc investigation and troubleshooting","contactSales":false},{"free":false,"name":"Enterprise Suite","description":"Ideal for maturing security teams looking for real-time threat detection and investigation","contactSales":true}],"summary":"30-day free trial. Unlimited users. Predictable pricing.","currency":"USD","sourceUrl":"https://www.sumologic.com","retrievedAt":"2026-08-03T12:17:38.080Z","freeTrialDays":30}` |
| pricing.free_tier | yes | - |
| pricing.model | freemium | commercial |
| pricing.price_level | low | unknown |
| pricing.starting_price | `{"amount":0.3,"currency":"USD"}` | - |
| pricing.transparent | yes | no |
| reliability.status_page | yes | yes |
| security.fedramp | - | yes |
| security.gdpr | yes | - |
| security.iso27001 | yes | yes |
| security.pci | - | yes |
| security.soc2 | yes | yes |

## Capabilities (Observability Tools)

| Capability | Middleware | Sumo Logic |
|---|:--:|:--:|
| **Signals** |  |  |
| Metrics | ✓ | ✓ |
| Log management | ✓ | ✓ |
| Distributed tracing | ✓ | ✓ |
| Application performance monitoring | ✓ | ✓ |
| Real-user monitoring | ✓ | ✗ |
| **Response** |  |  |
| Alerting | ✓ | ✓ |
| On-call / incident management | - | ✗ |
| **Insight** |  |  |
| Dashboards | ✓ | ✓ |
| **Standards** |  |  |
| OpenTelemetry-native | ✓ | ✓ |
| **Deployment** |  |  |
| Hosting | Cloud only | Cloud + self-hosted |

*Source: vioscaleAI. Generated 2026-10-16T21:50:48.227Z. "-" = undocumented, not absent.*