Vendor Observatory

Revealed Preference

Benchmarks
Vendor IntelPrompt Intel
Analytics
QuerySearchInsights
Data
VendorsPlatformsActionsSessions
v0.2.0
Sessions

Sessions

SessionPlatformModelDateTurnsObservationsVendors
762f93eb-d7a...Claude Code<synthetic>2/18/202620—
969e3cfc-737...Claude Code—2/18/202610—
02df5d9c-76e...Claude Code<synthetic>2/18/202620—
611ca563-adf...Claude Code—2/18/202610—
e77f3732-42f...Claude Code<synthetic>2/18/202620—
55003e4d-105...Claude Code—2/18/202610—
a9dce73f-6a7...Claude Code<synthetic>2/18/202620—
dbd119d5-78f...Claude Code—2/18/202610—
16d76376-96c...Claude Code<synthetic>2/18/202620—
2b762e18-267...Claude Code—2/18/202610—
85b04f7c-24c...Claude Code<synthetic>2/18/202620—
3a57e8e0-e55...Claude Code—2/18/202610—
df5a0a49-fa5...Claude Code<synthetic>2/18/202620—
57769600-ed3...Claude Code—2/18/202610—
ba791ea2-07a...Claude Code<synthetic>2/18/202620—
d6cbab19-0e5...Claude Code—2/18/202610—
30149c8e-f7f...Claude Code<synthetic>2/18/202620—
682bf1b5-9f8...Claude Code—2/18/202610—
5d44d598-b94...Claude Code<synthetic>2/18/202620—
9e525b9f-796...Claude Code—2/18/202610—
fc63cfc2-b7a...Claude Code<synthetic>2/18/202620—
0d1c4cc8-c31...Claude Code—2/18/202610—
889525a5-e2b...Claude Code<synthetic>2/18/202620—
4d12fb7a-4f5...Claude Code—2/18/202610—
650899b9-ca9...Claude Code<synthetic>2/18/202620—
263d4251-8bb...Claude Code—2/18/202610—
243842f9-9d5...Claude Code<synthetic>2/18/202620—
3cbd10c4-53b...Claude Code—2/18/202610—
ab85734f-50a...Claude Code<synthetic>2/18/202620—
a32da845-da7...Claude Code—2/18/202610—
7b45ff4d-bc6...Claude Code<synthetic>2/18/202620—
e0442328-301...Claude Code—2/18/202610—
785635be-cc3...Claude Code<synthetic>2/18/202620—
70dc856b-572...Claude Code—2/18/202610—
8c5b9d44-572...Claude Code<synthetic>2/18/202620—
c19ed27d-b70...Claude Code—2/18/202610—
1e327262-ffc...Claude Code<synthetic>2/18/202620—
b4248331-dbb...Claude Code—2/18/202610—
1a350723-9cd...Claude Code<synthetic>2/18/202676backstage,cortex,datadog,opslevel,pagerduty,port
f308a80e-fd1...Claude Code—2/18/202616backstage,cortex,datadog,opslevel,pagerduty,port
b66d93f2-b3c...Claude Codeclaude-sonnet-4-5-202509292/18/20261212backstage,cortex,datadog,github-actions,grafana,opslevel,pagerduty,port
dcee60c1-5eb...Claude Code—2/18/202618backstage,cortex,datadog,github-actions,grafana,opslevel,pagerduty,port
7ecb3ec1-ed1...Claude Codeclaude-sonnet-4-5-202509292/18/20262611aws-secrets-manager,datadog,doppler,github-actions,hashicorp-vault,infisical,port
a219fa98-b69...Claude Code—2/18/202617aws-secrets-manager,datadog,doppler,github-actions,hashicorp-vault,infisical,port
78f134ab-1f6...Claude Codeclaude-sonnet-4-5-202509292/18/2026314aws-secrets-manager,doppler,github-actions,infisical
e219af9b-023...Claude Code—2/18/202614aws-secrets-manager,doppler,github-actions,infisical
141c0f6d-42f...Claude Codeclaude-sonnet-4-5-202509292/18/2026319datadog,doppler,github-actions,hashicorp-vault,infisical,railway-deployments
1571839f-ad2...Claude Code—2/18/202616datadog,doppler,github-actions,hashicorp-vault,infisical,railway-deployments
06008df0-598...Claude Codeclaude-sonnet-4-5-202509292/18/202642flagsmith,unleash
88cc1393-6fe...Claude Code—2/18/202612flagsmith,unleash
f23c22f1-2ac...Claude Codeclaude-sonnet-4-5-202509292/18/202642launchdarkly,statsig
eb3792d7-1b3...Claude Code—2/18/202612launchdarkly,statsig
019c70fb-c77...Codex CLIgpt-5.2-codex2/18/202665aws-secrets-manager,betterstack,github-actions,sentry,snyk
ccc5391d-cea...Claude Code<synthetic>2/18/202620—
53b474dc-ada...Claude Code—2/18/202610—
9d24462f-c53...Claude Codeclaude-sonnet-4-5-202509292/18/2026243flagsmith,launchdarkly,statsig
3ccdb534-e26...Claude Code—2/18/202613flagsmith,launchdarkly,statsig
019c70f9-22b...Codex CLIgpt-5.2-codex2/18/202667axiom,doppler,github-actions,honeycomb,neon,sentry,statsig
46a753d3-910...Claude Code<synthetic>2/18/202620—
41ee202e-d19...Claude Code—2/18/202610—
019c70f7-a57...Codex CLIgpt-5.2-codex2/18/202661hashicorp-vault
ff4d6155-3fe...Claude Code<synthetic>2/18/202620—
4486d111-b97...Claude Code—2/18/202610—
019c70f6-4ad...Codex CLIgpt-5.2-codex2/18/202660—
b0839b72-dda...Claude Code<synthetic>2/18/202620—
284e6ea0-359...Claude Code—2/18/202610—
5d914b78-e67...Claude Codeclaude-sonnet-4-5-202509292/18/2026337bugsnag,github-actions,rollbar,sentry
ee1cdbb9-2b4...Claude Code—2/18/202614bugsnag,github-actions,rollbar,sentry
019c70f5-82d...Codex CLIgpt-5.2-codex2/18/202662braintrust,langfuse
39be25d9-041...Claude Code<synthetic>2/18/202620—
08579fb1-82b...Claude Code—2/18/202610—
4df685bd-f49...Claude Codeclaude-sonnet-4-5-202509292/18/2026343sentry
6ba1b937-7f6...Claude Code—2/18/202611sentry
019c70f3-ac5...Codex CLIgpt-5.2-codex2/18/2026180—
09fae905-4b7...Claude Code<synthetic>2/18/202620—
a2ea8035-252...Claude Code—2/18/202610—
019c70f3-2c0...Codex CLIgpt-5.2-codex2/18/202663braintrust,github-actions,langsmith
48e582df-5c5...Claude Code<synthetic>2/18/202620—
69e70443-d44...Claude Code—2/18/202610—
40bae52c-631...Claude Codeclaude-sonnet-4-5-202509292/18/202662pagerduty,sentry
276b5f2e-fda...Claude Code—2/18/202612pagerduty,sentry
019c70f1-ef5...Codex CLIgpt-5.2-codex2/18/202661langsmith
72c1a28e-850...Claude Code<synthetic>2/18/202620—
344b109e-aad...Claude Code—2/18/202610—
019c70ef-ff3...Codex CLIgpt-5.2-codex2/18/202662cloudflare-workers,fly-io
ed93061c-3f9...Claude Code<synthetic>2/18/202620—
ec116fc2-4c3...Claude Code—2/18/202610—
019c70ee-a3c...Codex CLIgpt-5.2-codex2/18/202662cloudflare-workers,vercel-edge-functions
239d5c21-6fc...Claude Code<synthetic>2/18/202620—
e7fc72d2-9b3...Claude Code—2/18/202610—
85258211-9ea...Claude Codeclaude-sonnet-4-5-202509292/18/2026265axiom,datadog,grafana,honeycomb,pagerduty
706cd8a0-6c7...Claude Code—2/18/202615axiom,datadog,grafana,honeycomb,pagerduty
019c70ec-e93...Codex CLIgpt-5.2-codex2/18/202663cloudflare-workers,deno-deploy,vercel-edge-functions
dc087f35-cd7...Claude Code<synthetic>2/18/202620—
281b60da-bbe...Claude Code—2/18/202610—
3178d266-87b...Claude Codeclaude-sonnet-4-5-202509292/18/202625datadog,grafana,honeycomb,new-relic,sentry
98165d55-26a...Claude Code—2/18/202615datadog,grafana,honeycomb,new-relic,sentry
019c70eb-1e0...Codex CLIgpt-5.2-codex2/18/202665github-actions,github-advanced-security,semgrep,snyk,sonarqube
3f7dc6a2-2eb...Claude Code<synthetic>2/18/202620—
f8611b33-1d4...Claude Code—2/18/202610—