Vendor Observatory

Revealed Preference

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v0.2.0
Platforms

Platform Comparison

Side-by-side: what does Claude Code recommend vs Codex CLI?

VendorClaude CodeCodex CLIDelta
Sentry8925+64
GitHub Actions7240+32
Supabase5323+30
Neon6113+48
Datadog5213+39
Doppler319+22
Honeycomb328+24
PagerDuty2911+18
Grafana289+19
Port2411+13
Cloudflare Workers2212+10
AWS Secrets Manager248+16
HashiCorp Vault239+14
Upstash247+17
Infisical219+12
PlanetScale264+22
Turso219+12
Fly.io206+14
Langfuse1610+6
LangSmith1411+3
Braintrust1410+4
LaunchDarkly186+12
New Relic194+15
Statsig167+9
Backstage175+12
Snyk147+7
Rollbar153+12
Bugsnag134+9
Flagsmith115+6
Semgrep115+6
Axiom114+7
Vercel Edge Functions114+7
Dagger122+10
Helicone95+4
Cortex94+5
OpsLevel84+4
Circleci73+4
CockroachDB64+2
GitHub Advanced Security37-4
incident.io64+2
Vercel Postgres82+6
Convex54+1
Unleash72+5
Rootly44—
Deno Deploy43+1
Opsgenie43+1
Socket43+1
Arize Phoenix32+1
Betterstack31+2
Buildkite31+2
Railway Postgresunique4—+4
SonarQube22—
Railway Deploymentsunique3—+3
Xataunique3—+3
Clerkunique2—+2
Devcycleunique2—+2
Faunaunique2—+2
Gitlab Ci11—
Github Code Searchunique1—+1
Sourcegraphunique1—+1
Tidb Serverlessunique1—+1