Tencent Cloud Application Performance Management

intl.cloud.tencent.com

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Spec score 8.5 #3 of 19 in Data Lake Software

What it is

Tencent Cloud Application Performance Management (APM) monitors application performance through metrics, traces and logs, and supports analysis and troubleshooting across distributed architectures. It uses probes to monitor applications in real time without code modifications. Traces map request paths across microservices and can include request parameters, transaction data, errors, exceptions, method stacks and instance environment details. APM also discovers application dependencies and shows global topologies for examining application and component bottlenecks.

Its analysis groups performance and exception metrics by dimensions such as API, exception and database call, helping identify slow APIs, SQL statements and recurring exceptions. Named database integrations include MySQL, Oracle, MongoDB and Redis. APM supports OpenTelemetry and works with SkyWalking and Jaeger tracing protocols when reporting configuration is changed. It can associate traces with Cloud Log Service logs, display Cloud Monitor dashboards, and send traces to CKafka with configuration and permissions. Applications outside Tencent Cloud can connect when network access is available. New users receive a 15-day trial, limited to 100 million reported Spans and seven-day trace storage; pay-as-you-go also lists one million Spans per day free for reporting and retention. Pricing includes a $0.02 a month pay-as-you-go rate billed hourly per million Spans reported, plus retention at 0.012 USD per million Spans per day.

Spec sheet

What it does: APM is a Tencent Cloud service for distributed application performance analysis, tracing and fault diagnosis using application probes.Read 15 Oct 2026 · cloud.tencent.com
Free plan: YesRead 20 Sep 2026 · intl.cloud.tencent.com
API: Tencent Cloud lists APM APIs for managing business systems and applications and querying topology, metrics, and traces.Read 7 Oct 2026 · cloud.tencent.com
Company: Tencent says it was founded in 1998 and is headquartered in Shenzhen, China.Read 7 Oct 2026 · tencent.com
Access control: CAM policies include predefined full-access and read-only roles plus resource-level policies scoped to individual business systems.Read 15 Oct 2026 · intl.cloud.tencent.com
Analysis: APM aggregates performance and exception metrics by dimensions such as API, exception, and database call to identify slow APIs, SQL statements, and frequent exceptions.Read 7 Oct 2026 · intl.cloud.tencent.com
API tooling: Tencent Cloud API Explorer provides online invocation, signature verification, interface search and generated SDK examples for APM APIs.Read 15 Oct 2026 · cloud.tencent.com
Approximate percentiles: APM percentile calculations use a linear-distribution estimate, so P99 can exceed the exact maximum when samples are small.Read 15 Oct 2026 · intl.cloud.tencent.com
Automatic topology: The service discovers upstream and downstream dependencies and draws application-level dependency topologies.Read 15 Oct 2026 · intl.cloud.tencent.com
Cloud integrations: APM can associate request traces with Cloud Log Service logs and display Cloud Monitor dashboards; trace delivery to CKafka is also supported with configuration and permissions.Read 7 Oct 2026 · intl.cloud.tencent.com
Company founding: LinkedIn lists Tencent Cloud as founded in 2013.Read 15 Oct 2026 · linkedin.com
Company headquarters: LinkedIn lists Tencent Cloud headquarters in Nanshan District, Shenzhen, China.Read 15 Oct 2026 · linkedin.com
Company size: LinkedIn lists Tencent Cloud as having more than 10,001 employees.Read 15 Oct 2026 · linkedin.com
Database integrations: The product page names MySQL, Oracle, MongoDB, and Redis as databases APM can monitor.Read 7 Oct 2026 · intl.cloud.tencent.com
Database monitoring: The product page lists MySQL, Oracle, MongoDB and Redis database-call monitoring.Read 15 Oct 2026 · intl.cloud.tencent.com
Distributed tracing: APM builds end-to-end request paths across microservices and records request, transaction, error, stack and instance details.Read 15 Oct 2026 · intl.cloud.tencent.com
Documentation and support: Tencent provides a quick-start guide, language access guides, API documentation, FAQs, sales contact and ticket support.Read 15 Oct 2026 · intl.cloud.tencent.com
Free usage: New users receive a 15-day trial capped at 100 million reported Spans with seven days of trace retention.Read 15 Oct 2026 · intl.cloud.tencent.com
Global infrastructure: Tencent says that as of October 2025 its cloud operated 64 availability zones across 22 global regions and 3,200 CDN acceleration nodes.Read 15 Oct 2026 · tencent.com
Hybrid-cloud access: Applications in other clouds or offline data centers can report through public endpoints or Tencent Cloud VPC private connectivity.Read 15 Oct 2026 · intl.cloud.tencent.com
Instrumentation: The product page says applications can be monitored in real time with probes and no code modifications.Read 7 Oct 2026 · intl.cloud.tencent.com
Java agent: Tencent provides an enhanced OpenTelemetry Java agent with additional event tracking, diagnostics and protection capabilities.Read 15 Oct 2026 · intl.cloud.tencent.com
Kubernetes integration: For Java, Python, Node.js and .NET workloads on TKE, an operator can inject agents automatically after deployment.Read 15 Oct 2026 · intl.cloud.tencent.com
Language integration limitation: C++ and Erlang lack automatic integration schemes and require manual code instrumentation.Read 15 Oct 2026 · intl.cloud.tencent.com
Limit: Trustpilot complaints: Trustpilot reviewers repeatedly alleged that Tencent-hosted scam sites remain active and that abuse enforcement is inadequate.Read 15 Oct 2026 · trustpilot.com
Limit: upgrade policy: A G2 reviewer complained that Lighthouse supports upgrades but offers no downgrade option.Read 15 Oct 2026 · g2.com
Limit: usability: G2 reviewers described serverless and microservice workflows as difficult for new users and implementation as time-consuming for large companies.Read 15 Oct 2026 · g2.com
Metric and log limitation: APM accepts trace data but does not currently accept OpenTelemetry metrics or logs, advising users to disable those exporters.Read 15 Oct 2026 · intl.cloud.tencent.com
Multidimensional analysis: It aggregates performance and exception data by dimensions such as API, exception and database call for drill-down analysis.Read 15 Oct 2026 · intl.cloud.tencent.com
OpenTelemetry compatibility: APM follows the OpenTelemetry protocol and can accept applications written in any language in principle.Read 15 Oct 2026 · intl.cloud.tencent.com
Other language SDKs: For languages other than Java, APM relies on agents and SDKs supplied by the open-source community.Read 15 Oct 2026 · intl.cloud.tencent.com
Parent ownership: A Tencent filing identifies Tencent Cloud Computing (Beijing) Company Limited as a wholly owned Tencent subsidiary.Read 15 Oct 2026 · www1.hkexnews.hk
Praise: affordability: A G2 reviewer praised Tencent Cloud as affordable and easy to deploy for small users.Read 15 Oct 2026 · g2.com
Praise: broad integration: A G2 reviewer praised integration across device and operating-system environments plus storage, AI and container services.Read 15 Oct 2026 · g2.com
Prepaid limits: Prepaid packages retain trace data for three days and use fixed 10% sampling while retaining exceptional traces.Read 7 Oct 2026 · intl.cloud.tencent.com
Prepaid sampling limit: Prepaid packages retain three days of trace data and fix global sampling at 10 percent while retaining exceptional traces.Read 15 Oct 2026 · intl.cloud.tencent.com
Protocols: APM supports OpenTelemetry and is compatible with SkyWalking and Jaeger tracing protocols for migration by changing reporting configuration.Read 7 Oct 2026 · intl.cloud.tencent.com
Public API: The APM API endpoint is apm.tencentcloudapi.com and the DescribeApmServiceMetric action returns application metrics with a default 20-requests-per-second limit.Read 15 Oct 2026 · cloud.tencent.com
Rating on G2: 4.5 out of 5 from 3 reviewsRead 15 Oct 2026 · g2.com
Rating on Gartner Peer Insights: 4.8 out of 5 from 428 reviews for Tencent Cloud across its listed productsRead 15 Oct 2026 · gartner.com
Rating on Trustpilot: 2.0 out of 5 from 10 reviewsRead 15 Oct 2026 · trustpilot.com
Real-time alerts: APM uses Tencent Cloud Observability Platform alert rules to notify users when application performance anomalies occur.Read 15 Oct 2026 · cloud.tencent.com
Security controls: APM supports Cloud Access Management policies for full read/write, read-only, and business-system-level access control.Read 7 Oct 2026 · intl.cloud.tencent.com
Service availability: The product page advertises an SLA availability target of at least 99.9 percent.Read 15 Oct 2026 · cloud.tencent.com
SkyWalking and OpenTracing: The service supports OpenTracing compatibility and SkyWalking protocol migration by changing the reporting endpoint and token.Read 15 Oct 2026 · intl.cloud.tencent.com
SQL truncation: SQL dimension values are limited to 256 characters in metric views, although complete SQL remains in the associated Span.Read 15 Oct 2026 · intl.cloud.tencent.com
Supported environments: Applications outside Tencent Cloud can connect if network access to APM is available, using a public endpoint or private connectivity such as Direct Connect to Tencent Cloud VPC.Read 7 Oct 2026 · cloud.tencent.com
Topology: APM discovers application dependencies and displays global application topologies for analysis of application and component bottlenecks.Read 7 Oct 2026 · intl.cloud.tencent.com
Trace throughput limitation: The enhanced Java agent caps reporting at 5,000 Spans per second and discards excess spans.Read 15 Oct 2026 · intl.cloud.tencent.com
Tracing: APM builds request paths across microservices and collects request parameters, transaction data, errors, exceptions, method stacks, and instance environment information.Read 7 Oct 2026 · intl.cloud.tencent.com
Trial and free usage: New users receive a 15-day trial with a 100 million Span reporting limit and seven-day trace storage; the pay-as-you-go page also lists one million Spans per day as a free tier for reporting and retention.Read 7 Oct 2026 · intl.cloud.tencent.com

Plans and prices

Developer Experience Package Price not published 3 days trace storage · 3,600 Agent*Hours Read 20 Sep 2026 · cloud.tencent.com

Developer Experience Package Priced on request 3 days trace storage · 3,600 Agent*Hours Read 20 Sep 2026 · cloud.tencent.com

Developer Standard Package Priced on request 3 days trace storage · 28,800 Agent*Hours Read 20 Sep 2026 · cloud.tencent.com

Developer Standard Package Price not published 3 days trace storage · 28,800 Agent*Hours Read 20 Sep 2026 · cloud.tencent.com

Enterprise Basic Package Priced on request 3 days trace storage · 273,600 Agent*Hours Read 20 Sep 2026 · cloud.tencent.com

Enterprise Basic Package Price not published 3 days trace storage · 273,600 Agent*Hours Read 20 Sep 2026 · cloud.tencent.com

Enterprise Professional Package Priced on request 3 days trace storage · 1,080,000 Agent*Hours Read 20 Sep 2026 · cloud.tencent.com

Enterprise Professional Package Price not published 3 days trace storage · 1,080,000 Agent*Hours Read 20 Sep 2026 · cloud.tencent.com

Flagship Package Price not published 3 days trace storage · 3,600,000 Agent*Hours Read 20 Sep 2026 · cloud.tencent.com

Flagship Package Priced on request 3 days trace storage · 3,600,000 Agent*Hours Read 20 Sep 2026 · cloud.tencent.com

15-day trial Free 15 days 100 million Span reports · 7-day trace storage · topology discovery · call tracing · multidimensional analysis Read 15 Oct 2026 · cloud.tencent.com

Pay-as-you-go $0.02 a month Hourly; USD per million Spans reported, plus trace retention at 0.012 USD per million Spans per day 1 million Spans/day free reporting · 1 million Spans/day free retention · retention duration selectable Read 7 Oct 2026 · intl.cloud.tencent.com

Every Tencent Cloud Application Performance Management plan and price →

Strong points and limits

Strong points

Real-time monitoring uses probes without code modifications
Traces connect requests across microservices
Discovers dependencies and displays application topologies
Supports OpenTelemetry, SkyWalking and Jaeger protocols
One million Spans per day free for reporting and retention

Limits

The 15-day trial caps reporting at 100 million Spans
Trial trace storage lasts seven days
Prepaid packages retain traces for three days
Prepaid packages use fixed 10% sampling

Who it suits

It suits teams diagnosing performance and errors across microservices and other application architectures. Its tracing protocol support and external-network connectivity may fit teams working across different environments.

Tencent Cloud Application Performance Management in depth

Read the full write-up

Tencent Cloud Application Performance Management (APM) is a cloud service for diagnosing application performance across distributed architectures. It is best suited to teams that need traces, service dependencies and metric analysis in one monitoring workflow. Its mix of instrumentation options and usage-based entry points is appealing, though prepaid packages constrain trace history to three days.

Overview

APM brings metrics, traces and logs together to help teams investigate slowdowns across applications and their components. Rather than stopping at an alert or an isolated service, teams can follow request paths, inspect exceptions and use dependency views to locate likely bottlenecks. That makes it a stronger fit for microservice environments than for teams seeking only basic uptime monitoring.

Applications can be monitored in real time with probes and without code modifications, which can lower the effort of instrumenting systems where changing application code is difficult. The cloud deployment can also reach applications outside Tencent Cloud, provided they have network access through a public endpoint or private connectivity such as Direct Connect to Tencent Cloud VPC. It is therefore flexible across hosting environments, but not suited to isolated networks without a route to the service.

Key features

Tracing and topology

APM assembles request paths across microservices and captures request parameters, transaction data, errors, exceptions, method stacks and instance environment information. Its topology views discover application dependencies and show system-wide relationships, giving operators context for tracing a component bottleneck back to affected services.

Performance analysis and integrations

Metrics can be grouped by dimensions such as API, exception and database call to surface slow APIs, SQL statements and recurring exceptions. APM can monitor MySQL, Oracle, MongoDB and Redis, covering common database layers without implying support for every database. OpenTelemetry support and compatibility with SkyWalking and Jaeger tracing protocols can help teams migrate by changing reporting configuration rather than replacing their instrumentation approach wholesale.

Cloud integrations connect request traces with Cloud Log Service logs and display Cloud Monitor dashboards; trace delivery to CKafka is also supported with configuration and permissions. These connections can help teams correlate signals across Tencent Cloud services, though the CKafka path requires setup and permissions. Cloud Access Management policies provide full read/write, read-only and business-system-level access control. Tencent Cloud also provides APIs to manage business systems and applications and query topology, metrics and traces, useful for teams automating operational workflows.

Pricing

APM has a free plan, a 15-day trial and paid usage options. New users get a 15-day trial capped at 100 million reported Spans, with seven-day trace storage. Separately, pay-as-you-go includes one million Spans per day free for reporting and one million per day free for retention; retention duration is selectable. That daily allowance is more useful for ongoing evaluation than the time-limited trial, but teams should account for reporting and retention as distinct usage charges.

Pay-as-you-go: $0.02 a month, billed Hourly, per million Spans reported, plus 0.012 USD per million Spans per day for trace retention. Includes the daily free reporting and retention allowances above. It suits variable workloads or teams that want selectable retention, but costs depend on usage.

Developer - Experience Edition: $150 a month, billed One month, with 3,600 Agent-hours, three-day trace storage and 10% sampling while retaining exceptional traces. Its fixed monthly allowance may suit a small deployment with predictable volume, but sampling and short retention limit the routine history available for investigation.

Prepaid packages retain traces for three days and use fixed 10% sampling while retaining exceptional traces. Developer Experience Package includes 3 days trace storage and 3,600 Agent*Hours; Developer Standard Package, 28,800 Agent*Hours; Enterprise Basic Package, 273,600 Agent*Hours; Enterprise Professional Package, 1,080,000 Agent*Hours; and Flagship Package, 3,600,000 Agent*Hours. Each has custom pricing. The ascending agent-hour allowances address progressively larger deployments, but all retain the same short history and sampling terms.

Platforms

APM is cloud-deployed and supports API, Linux, self-hosted and web environments. External applications still need network access to Tencent Cloud. OpenTelemetry support and a service map are also part of its stated capabilities.

Who it's for

APM is a sensible candidate for engineering and operations teams managing distributed applications that need request-level diagnosis, dependency mapping and integrations with Tencent Cloud logging and monitoring. Its probes and no-code-modification monitoring can help teams start without extensive application changes. Teams that require longer prepaid trace histories, a lower sampling rate, or monitoring without cloud connectivity should look elsewhere.

Pros and cons

Pros: Request traces, dependency topology, metrics and logs support investigation across multiple layers instead of isolated services.

Pros: OpenTelemetry, SkyWalking and Jaeger compatibility offers a migration path for existing tracing setups.

Pros: Daily free reporting and retention allowances provide a continuing low-volume entry point beyond the 15-day trial.

Cons: Prepaid plans retain data for only three days and sample at 10%, limiting routine trace coverage and historical comparison.

Cons: Pay-as-you-go reporting and retention are billed separately, so teams must track both dimensions of usage.

Cons: External applications need network access to the cloud service, ruling out fully disconnected deployments.

Alternatives

For teams choosing a data platform rather than application tracing, Data Lake Software is a broader category to compare. Readers focused specifically on trace collection can also browse Distributed Tracing Tools. Translation Software is another directory category, though it addresses a different need.

HPCC Systems is a free, Apache 2.0-licensed, self-hosted option for readers seeking an open-source data platform rather than an APM service. Parseable offers a free OSS plan with SQL queries, dashboards, threshold alerts, OIDC SSO, unlimited users and customizable retention and object storage; it is worth considering for teams prioritizing log analytics and flexible storage. AWS Lake Formation provides permissions at no charge, with standard rates applying to integrated services such as Amazon S3; choose it when managing data lake access is the priority. Apache Ozone is a free, Apache-licensed storage system for teams seeking downloadable source and binaries. Apache Hadoop HDFS is another free open-source storage option, rather than an application performance monitor. HPE Ezmeral Data Fabric has reseller-variable pricing, with a Canada store starting at C$500.00, and may suit readers comparing paid data fabric software. lakeFS offers a managed cloud or self-managed enterprise deployment, including on-premises, own-cloud and air-gapped options, for teams focused on data versioning environments. Oracle Big Data Service is a paid big-data service with an OCPU-hour service fee; compute shapes and Oracle Cloud SQL are priced separately, making it a different kind of infrastructure choice.

Verdict

Choose Tencent Cloud APM if your team needs distributed request diagnosis, topology and multiple signal types, especially when its Tencent Cloud integrations and tracing compatibility match your environment. Its free daily allowances and low-friction instrumentation make it practical to evaluate, but prepaid users should accept three-day retention and 10% sampling. Look elsewhere if longer routine trace history or operation without cloud connectivity is essential.

Verdict

APM combines distributed traces, metrics, logs and topology views for performance analysis. Review the trial limits and the different retention and sampling terms when comparing its usage options.