LaunchDarkly
Feature-flag platform with engineering-led full-stack experimentation
Score breakdown
What makes up this score
- 1 independent review sources
- 24 third-party reviews counted
- 1 answer engines measured
- cross-model consistency 1
- 1 web authority signals
- average citing-domain authority 35
- 100% of the category rubric covered
- No approved user reviews yet
Explanation
Why LaunchDarkly ranks #7
LaunchDarkly ranks #7 of 8 a/b testing & cro with a TOP SCORE of 41.
The category leader scores 51, a gap of 10 points.
That is 4 points below the category average of 45.
Its strongest component is External Reputation at 72; its weakest is Web Authority at 9.
No usable evidence was found for TOP10 User Score, so that weight was redistributed across the components that are evidenced.
Generated from the recorded evidence behind this score, not from editorial opinion. How scoring works.
Score history
How the score has moved
52 → 41 ↓10.6
External reputation
What third-party sources publish
| Source | Published | Normalised | Reviews | Last checked | Method |
|---|---|---|---|---|---|
| Capterra ↗ | 4.7/5 | 94 | 24 | 31 Aug 2026 | permitted crawl |
AI visibility
How answer engines treat this platform
| Engine | Mention | Recommendation | Citation | Avg position | Queries | Measured |
|---|---|---|---|---|---|---|
| claude sonnet 5 parametric | 17% | 0% | 0% | 8.0 | 12 | 31 Aug 2026 |
Web authority
Citations and independent coverage
- Capterra31 Aug 2026
TOP10 users
What our users report
No published reviews yet. Reviews are moderated before they appear and are never removed at a business's request.
Company information
The facts on file
- Description
- LaunchDarkly is a runtime control platform built around feature flags, sold in 2026 as two product lines — CodeControl (flags, releases, observability) and AgentControl (AI prompt/model configs, evals, run tracking) — with experimentation as a capability inside the platform rather than a standalone CRO product. Its A/B testing is server-side and full-stack, with Bayesian and frequentist analysis, CUPED, sequential testing, SRM detection, bandits and warehouse-native results. It targets AI engineers, developers, DevOps/SRE, product managers and data scientists, not marketers running WYSIWYG page tests.
- Category
- A/B Testing & CRO
- Products
- CodeControl (feature flags, releases, observability), AgentControl (AI prompt/model configs, evals, AI run tracking), Experimentation (A/B/n, funnels, bandits), Guardian add-on (release monitoring, guardrail metrics, auto rollback), Session replay and error monitoring, Sample-size / power calculator
- Markets
- SMB, Mid-Market, Enterprise, Engineering-led product teams
- Integrations
- Snowflake, Redshift, Databricks, BigQuery, Slack, Microsoft Teams, Trello, MCP server, 30 SDKs (13 client-side, 13 server-side, 4 edge), SSO/SAML on all plans; SCIM on Enterprise
- Pricing
- Foundation: pay-as-you-go from $10 per service connection/month plus $8.33 per 1K client-side MAU/month on annual billing ($10/1K listed in the comparison table); no platform or seat fees; 14-day trial · free tier: Developer: $0/month forever, no credit card; unlimited seats and flags, 100K experimentation MAU/month, 1K client-side MAU, 5 service connections, 10M logs and 10M traces, 5K session replays, 5K errors, 5,000 AI runs, 1 project / 3 environments, Discord community support pricing page ↗
- Regulatory
- Footer legal entity is 'Catamorphic Co.'. The pricing grid shows a 'Security & Compliance (SOC2 / ISO / HIPAA)' row as Enterprise-only; a Trust Center (trust.launchdarkly.com) and security page exist but were not opened, so no specific certification scope or audit date is asserted. Contractual 99.99% uptime is tied to Gold/Platinum Enterprise support; subscription terms and status page were not read.
- Official website
- https://launchdarkly.com ↗
- Last verified
- 31 Aug 2026
Compare
Head to head
Category context
- This platform41
- Category leader51
- Category average45
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