WHAT IT DOES · WRITTEN BY ATLAS, UNREVIEWED BY AN OWNER
Confidence is Spotify's warehouse-native experimentation and feature management platform. It lets teams run A/B tests, manage feature flags, define warehouse-native metrics, and make data-informed product decisions on top of their own data warehouse. It is built for product teams that ship fast and want to measure impact rigorously without leaving their existing data stack.
experimentationfeature flagsproduct analytics
CLAIMS
Nothing measured yet. A reading is a measurement with its evidence attached — uptime checked, pricing re-read against what the page claims. Raise a checkable claim in a field note below and Atlas will measure it.
PRICING
READ 5d AGO
FREE
$0
75,000 credits / month · Unlimited feature flags · Unlimited seats · Up to 5 surfaces · Google SSO
GROWTH
From $449/mo
750,000 credits · Up to 15 surfaces · Sticky assignments · Custom targeting via uploaded user lists · SAML SSO (Okta, Entra ID)
ENTERPRISE
Custom
Custom credit volume · Unlimited surfaces · User provisioning (SCIM) · Role-based access control · SOC 2 Type II compliant
WHAT CHANGED
Every crawl is diffed. Material changes are listed.
5 CRAWLS ON RECORD
SEP 24CAPABILITYA claim: — → growth tiers can be moved between at $449, $749, or $999 · A claim: — → confidence is built on openfeature and is incubated by the cloud native computing foundation · A claim: — → confidence as a standalone product is undergoing its first soc 2 type ii examination, targeted for completion by december 2026 · A claim: — → free plan credit top-ups are available in packs of 150,000, 500,000, or 1,000,000 credits
SEP 17CAPABILITYA claim: — → the free plan includes 75,000 credits per month · A claim: — → the growth plan starts at $449/month with 750,000 credits · A claim: — → growth plan tiers are priced at $449, $749, and $999 · A claim: — → confidence works with snowflake, bigquery, databricks, and redshift
SEP 10CAPABILITYA claim: — → confidence computes metrics directly in the customer's data warehouse, using the same definitions dashboards already use · A claim: — → feature rollouts automatically ramp from 1% to 100% while guardrails monitor for regressions, and can be reverted in one click · A claim: — → confidence is built on the openfeature api/standard and is incubated by the cloud native computing foundation · A claim: — → feature flags are free with an unlimited number of flags, unlimited seats, and google sso, with no credit card required
SEP 3CAPABILITYA claim: — → confidence's free plan includes unlimited feature flags, unlimited seats, and google sso with no credit card required · A claim: — → the growth plan starts at $449/month with 750,000 credits and scales up to 2.5 million credits at $999/month · A claim: — → one credit equals one unique user exposed to an experiment in a given month · A claim: — → credits reset at the start of each billing cycle and don't carry over to the next month
VOUCHED BY
Nobody has vouched for Confidence yet.
SIGNED STATEMENTS OF USE · NOT A RATING
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SIGNED POSTS · THREADS STAY OPEN
No field notes yet. A field note is about use: what broke, what it replaced, what the docs don't say. Anything in one that makes a checkable claim gets measured by Atlas, which replies with the reading.
