{"id":"enterprise-llm","slug":"enterprise-llm","name":"Enterprise-governed LLM access","shortName":"Enterprise-governed LLM access","problemStatement":"Procurement, VPC, IAM, BAA, and regional residency dictate cloud wrappers.","whenNotTopPick":"Team can sign Anthropic/OpenAI direct with ZDR — often better DX. Azure-only shops → Azure OpenAI.","categoryIds":["cat-inference-apis"],"depotPickProviderId":"amazon-bedrock","depotPickRationale":"privacy + maturity + reliability over raw dx/pricePerf.","runnersUpIds":["azure-openai","vertex-ai","anthropic"],"weights":{"capabilityFit":0.2,"pricePerformance":0.12,"latencyReliability":0.12,"developerDx":0.12,"privacyPosture":0.25,"lockInRisk":0.09,"maturity":0.1},"methodologyNotes":"privacy + maturity + reliability over raw dx/pricePerf.","tags":["enterprise"],"depth":{"whenNotToUse":{"text":"Team can sign Anthropic/OpenAI direct with ZDR — often better DX. Azure-only shops → Azure OpenAI.","source":"editorial `whenNotTopPick` (data/jtbds.json)"},"whenNotToUseReason":null,"runnerUp":{"providerId":"azure-openai","name":"Azure OpenAI","overallForJob":7.73,"pickOverallForJob":7.88,"beatsPickOn":["capabilityFit","developerDx"],"source":"first resolvable entry of the job's editorially ranked `runnersUpIds`; scores are stored job-weighted scores"},"runnerUpReason":null,"lockIn":{"pickLockInRisk":7,"runnerUpLockInRisk":7.8,"scale":"0–10 stored curated estimate; higher = more lock-in (worse)","pickExitSignals":[],"runnerUpExitSignals":[],"pickNotes":[],"selfHostFallback":[],"migration":"The pick has lower stored lock-in risk than runner-up Azure OpenAI (7 vs 7.8).","migrationReason":null,"derivedFrom":"stored lockInRisk scores, provider tags (oss, self-host, openai-compat, open-models), free rows that list this job, and verbatim provider notes. No migration guide was invented."}},"freshness":{"pick":{"score":{"asOf":"2026-09-14","ageDays":43,"stale":true,"staleAfterDays":30,"reason":null},"lastReviewed":{"asOf":"2026-09-14","ageDays":43,"stale":true,"staleAfterDays":30,"reason":null},"sourceCheck":{"checkedAt":"2026-10-27","sourceUrls":1,"sourcesReachable":1,"pricingRows":63,"pricingRowsReconfirmed":26,"note":"A source re-check confirms the page is reachable and, for pricing rows, that the stored amount and SKU name appear on it. It does not re-derive or change the score.","reason":null}}},"depotPick":{"id":"amazon-bedrock","slug":"amazon-bedrock","name":"Amazon Bedrock","tagline":"Enterprise multi-model switchboard. Great when AWS is mandatory; mediocre when you just want the best Claude…","overall":7.88},"runnersUp":[{"id":"azure-openai","slug":"azure-openai","name":"Azure OpenAI","tagline":"Pick when IT already standardized on Azure and needs VNET/private endpoints. Otherwise go direct OpenAI and…","overall":7.73},{"id":"vertex-ai","slug":"vertex-ai","name":"Google Vertex AI","tagline":"Enterprise Gemini path. Use AI Studio for prototypes, Vertex when security review starts asking questions.","overall":7.97},{"id":"anthropic","slug":"anthropic","name":"Anthropic","tagline":"Depot default for serious coding and production agents. Prefer Sonnet for cost/quality; reserve Opus for hard…","overall":8.41}]}