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deploy-manage/cloud-organization/billing/elastic-observability-billing-dimensions.md

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Data volumes for ingest and retention are based on the fully enriched normalized data size at the end of the ingest pipeline, before {{es}} compression is performed, and will be higher than the volumes traditionally reported by {{es}} index size. In addition, these volumes might be larger than those reported by cloud provider proxy logs for data going into {{es}}. This allows you to have flexibility in choosing your preferred ingest architecture for enrichment, whether it’s through Elastic Agent, Logstash, OpenTelemetry, or collectors — with no impact on the cost.
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Refer to [Serverless billing dimensions](serverless-project-billing-dimensions.md) and the [{{ecloud}} pricing table](https://cloud.elastic.co/cloud-pricing-table?productType=serverless&project=observability) for more details about {{obs-serverless}} billing dimensions and rates.
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## Synthetics [synthetics-billing]
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[Synthetic monitoring](/solutions/observability/synthetics/index.md) is an optional add-on to Observability Serverless projects that allows you to periodically check the status of your services and applications as a part of your "Complete" tier subscription. In addition to the core ingest and retention dimensions, there is a charge to execute synthetic monitors on our testing infrastructure. Browser (journey) based tests are charged per-test-run, and ping (lightweight) tests have an all-you-can-use model per location used.
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Refer to [Serverless billing dimensions](serverless-project-billing-dimensions.md) and the [{{ecloud}} pricing table](https://cloud.elastic.co/cloud-pricing-table?productType=serverless&project=observability) for more details about {{obs-serverless}} billing dimensions and rates.
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## Elastic Managed LLM
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The default [Elastic Managed LLM](kibana://reference/connectors-kibana/elastic-managed-llm.md) enables you to leverage AI-powered search as a service without deploying a model in your serverless project. It's configured by default to use with the Security AI Assistant, Attack Discovery, and other applicable AI features as a part of your "Complete" tier subscription. Using the default LLM will use tokens and incur related token-based add-on billing for your serverless project.

deploy-manage/deploy/elastic-cloud/differences-from-other-elasticsearch-offerings.md

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This table compares Observability capabilities between {{ech}} deployments and Observability Complete Serverless projects. For more information on Observability Logs Essentials Serverless projects, refer to [Observability subscription tiers](../../../solutions/observability/observability-serverless-feature-tiers.md).
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| **Feature** | {{ech}} | Serverless Observability projects | Serverless notes |
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| **Feature** | {{ech}} | Serverless Observability Complete projects | Serverless notes |
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|---------|----------------------|-----------------------------------|------------------|
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| [**AI Assistant**](/solutions/observability/observability-ai-assistant.md) ||| |
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| **APM integration** ||| Use **Managed Intake Service** (supports Elastic APM and OTLP protocols) |

solutions/observability/observability-serverless-feature-tiers.md

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| **[Custom knowledge bases](/solutions/observability/observability-ai-assistant.md#obs-ai-kb-ui)** |||
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| **[Synthetics testing and browser experience monitoring](/solutions/observability/synthetics/index.md)** |||
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## Ingest data into a Logs Essentials project [obs-subscription-ingest]
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From the main navigation menu, select **Add data**. Select which logs you want to monitor and how you want to monitor them, then follow the instructions for your system.
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## Upgrade from Observability Logs Essentials to Observability Complete [obs-subscription-upgrade]
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:::{warning}
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1. From the [{{ecloud}} Console](https://cloud.elastic.co), select **Manage** next to the Observability Logs Essentials serverless project you want to upgrade.
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1. Next to **Project features**, select **Edit**.
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1. Select **Observability Complete**.
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1. Select **Save** to complete the upgrade.
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## Ingest data into a Logs Essentials project [obs-subscription-ingest]
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From the main navigation menu, select **Add data**. Select which logs you want to monitor and how you want to monitor them, then follow the instructions for your system.
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1. Select **Save** to complete the upgrade.

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