Comparison

Google Cloud Trace vs Skylight

On the evidence we track, Skylight leads this comparison with a composite score of 59/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Google Cloud Trace full profile →Skylight full profile →

Machine formatsJSON Markdown GraphQLor send Accept: application/json

Google Cloud Trace46

★Skylight59

Attribute comparison across 2 tools
Attribute	Google Cloud Trace	SkylightLeader
Vioscale score	46 / 100low · 41%	59 / 100low · 49%
Pricing
Free tierpricing.free_tier	✓	✓
Modelpricing.model	freemium	freemium
Price levelpricing.price_level	low	mid
Transparentpricing.transparent	✗	✓
Integrations
Countintegrations.count	-	7
Security
Gdprsecurity.gdpr	-	✓
Reliability
Status pagereliability.status_page	✓	✓
Market
Availabilitymarket.availability	-	Available worldwide · Popular in US

Score

Vioscale score

Google Cloud Trace46 / 100low · 41%

Skylight59 / 100low · 49%

Pricing

Free tier

Google Cloud Trace✓

Skylight✓

Model

Google Cloud Tracefreemium

Skylightfreemium

Price level

Google Cloud Tracelow

Skylightmid

Transparent

Google Cloud Trace✗

Skylight✓

Integrations

Count

Google Cloud Trace–

Skylight7

Security

Gdpr

Google Cloud Trace–

Skylight✓

Reliability

Status page

Google Cloud Trace✓

Skylight✓

Market

Availability

Google Cloud Trace–

SkylightAvailable worldwide · Popular in US

Capabilities

Feature-by-feature on the axes that matter for apm tools. “-” means undocumented, not absent.

Capability comparison for APM Tools
Capability	Google Cloud Trace	Skylight
Instrumentation
Auto-instrumentation	-	✓
Distributed tracing	✓	-
Insight
Service map	-	-
Code / continuous profiling	-	✓
Database monitoring	-	✓
Error analytics	-	✓
Real-user monitoring	-	✗
SLO / error-budget tracking	-	-
Intelligence
Anomaly / root-cause AI	-	✓
Standards
OpenTelemetry support	OTel-native	-
Core
Language agents	Node.js, Go, Java, Python	Ruby, Rails, Sinatra, Grape
Deployment
Hosting	Cloud only	Cloud only

Instrumentation

Auto-instrumentation

Google Cloud Trace-

Skylight✓

Distributed tracing

Google Cloud Trace✓

Skylight-

Insight

Service map

Google Cloud Trace-

Skylight-

Code / continuous profiling

Google Cloud Trace-

Skylight✓

Database monitoring

Google Cloud Trace-

Skylight✓

Error analytics

Google Cloud Trace-

Skylight✓

Real-user monitoring

Google Cloud Trace-

Skylight✗

SLO / error-budget tracking

Google Cloud Trace-

Skylight-

Intelligence

Anomaly / root-cause AI

Google Cloud Trace-

Skylight✓

Standards

OpenTelemetry support

Google Cloud TraceOTel-native

Skylight-

Core

Language agents

Google Cloud TraceNode.js, Go, Java, Python

SkylightRuby, Rails, Sinatra, Grape

Deployment

Hosting

Google Cloud TraceCloud only

SkylightCloud only

What each one is

The product in its own terms, so the numbers below have context.

Google Cloud Trace

Not documented yet.

Skylight

Leader

Skylight visualizes performance data to help identify and fix bottlenecks in Ruby and Rails apps. It includes endpoint analysis, SQL profiling, deploy tracking, and background job monitoring.

Independently observed

Pricing

List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.

Google Cloud Trace

Usage-basedFree tier

Free tier with $300 in free credit; pay-as-you-go usage-based pricing

as of 2026-08-13verify ↗

Skylight

Leader

from $20/moHybridFree tier30-day trial

Free tier with 100,000 monthly traces; paid tiers starting at $20/month

FreeFree
Pay-as-you-goStarting at $20/month

as of 2026-08-13verify ↗

Platform & deployment

Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.

Platform and deployment support comparison
Supports	Google Cloud Trace	Skylight
WebPlatforms	✓	✓
CLIPlatforms	✓	✗
Cloud / SaaSDeployment	✓	✓

Platforms

Web

Google Cloud Trace✓

Skylight✓

CLI

Google Cloud Trace✓

Skylight✗

Deployment

Cloud / SaaS

Google Cloud Trace✓

Skylight✓

Integrations

What each product connects to. Counts come from the vendor's own integration directory where one exists.

Google Cloud Trace

Not documented yet.

Skylight

Leader

7 total

Sidekiq
DelayedJob
ActiveJob
Sinatra
Grape
GraphQL
MCP

Independently observed

Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.