Confidence by Spotify

Input—per 1M tokens

Output—per 1M tokens

Context—tokens

WeightsClosed

About

Confidence by Spotify is ranked #2 of 50 in A/B testing tools on Inferse. It runs on Android, API, iOS, Web. There is a free plan. A free trial is offered. Paid plans start at $449/mo.

Compared on A/B testing tools

Free plan: Yesconfidence.spotify.com
Paid from: $449/moconfidence.spotify.com
Test types: A/B tests, rolloutsconfidence.spotify.com
Supported platforms: web_and_mobileconfidence.spotify.com
Server-side testing: Yesconfidence.spotify.com
Mobile SDK: Yesconfidence.spotify.com
Audience targeting: Yesconfidence.spotify.com
Feature flags: Yesconfidence.spotify.com

Facts

Product: Confidence is Spotify's warehouse-native experimentation and feature-management platform for running A/B tests, managing feature flags, defining warehouse-native metrics and making data-informed product decisions.confidence.spotify.com · 1 Oct 2026
Experimentation: The platform includes sequential testing, automatic guardrails and CUPED variance reduction.confidence.spotify.com · 1 Oct 2026
Rollouts: Rollouts automatically ramp releases from 1% to 100% while guardrails monitor regressions, with one-click reverting.confidence.spotify.com · 1 Oct 2026
Feature flags: Feature flags provide typed schemas, warehouse-powered targeting and cleanup support, with unlimited flags and seats on the Free plan.confidence.spotify.com · 1 Oct 2026
Analytics: Analytics lets users ask questions in plain English and receive answers with charts and causes grounded in experiments, metrics and warehouse data.confidence.spotify.com · 1 Oct 2026
OpenFeature: Confidence is built on the OpenFeature API and offers migration kits that rewrite competitor SDK code to the standard.confidence.spotify.com · 1 Oct 2026
Session replay: Session Replay overlays real user sessions with flags and experiment variants so teams can investigate metric changes.confidence.spotify.com · 1 Oct 2026
Warehouse integrations: Paid plans can connect customer warehouses including BigQuery, Snowflake, Redshift and Databricks, while analysis runs in inspectable SQL.confidence.spotify.com · 1 Oct 2026
Managed warehouse: Every account receives a managed warehouse when signing up, allowing experiments without first wiring infrastructure.confidence.spotify.com · 1 Oct 2026
Security compliance: Spotify's data-protection compliance program covers GDPR, the California Consumer Privacy Act and PCI DSS.confidence.spotify.com · 1 Oct 2026
Access security: Spotify uses two-factor authentication to protect all source code and data, with production access limited to developers working on Confidence products.confidence.spotify.com · 1 Oct 2026
Support: The Free plan includes email and in-product support, Growth includes priority support, and Enterprise includes direct Slack access to engineers and a dedicated Customer Success Engineer.confidence.spotify.com · 1 Oct 2026
Company origin: Confidence came from the Spotify team that runs more than 10,000 experiments a year and is built and operated by Spotify AB in Stockholm, Sweden.confidence.spotify.com · 1 Oct 2026
Event connectors: Confidence Event connectors is a managed service for exporting event data from Confidence, with usage charged pay-as-you-go for Confidence Events.confidence.spotify.com · 1 Oct 2026