{"id":"langgraph-deploy","slug":"langgraph-deploy","name":"Hosted LangGraph agent deployment","shortName":"Hosted LangGraph agent deployment","problemStatement":"Deploy LangGraph graphs with managed runtime and LangSmith traces.","whenNotTopPick":"Not using LangGraph — don't adopt just for hosting.","categoryIds":["cat-cpu-compute","cat-observability"],"depotPickProviderId":"langgraph-cloud","depotPickRationale":"Ecosystem fit; lock-in acknowledged.","runnersUpIds":["langsmith","inngest","temporal-cloud"],"weights":{"capabilityFit":0.25,"pricePerformance":0.18,"latencyReliability":0.15,"developerDx":0.15,"privacyPosture":0.1,"lockInRisk":0.07,"maturity":0.1},"methodologyNotes":"Ecosystem fit; lock-in acknowledged.","tags":["langgraph"],"depth":{"whenNotToUse":{"text":"Not using LangGraph — don't adopt just for hosting.","source":"editorial `whenNotTopPick` (data/jtbds.json)"},"whenNotToUseReason":null,"runnerUp":{"providerId":"langsmith","name":"LangSmith","overallForJob":8.09,"pickOverallForJob":7.49,"beatsPickOn":["capabilityFit","pricePerformance","latencyReliability","developerDx","privacyPosture","lockInRisk","maturity"],"source":"first resolvable entry of the job's editorially ranked `runnersUpIds`; scores are stored job-weighted scores"},"runnerUpReason":null,"lockIn":{"pickLockInRisk":7.2,"runnerUpLockInRisk":6.5,"scale":"0–10 stored curated estimate; higher = more lock-in (worse)","pickExitSignals":[],"runnerUpExitSignals":[],"pickNotes":[{"text":"LangChain ecosystem lock-in","field":"weaknesses"},{"text":"Otherwise Inngest/Temporal + Langfuse to avoid stack lock-in.","field":"scores.notes"}],"selfHostFallback":[],"migration":"Runner-up LangSmith has lower stored lock-in risk (6.5 vs 7.2, 0–10, higher = more lock-in).","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":3,"sourcesReachable":3,"pricingRows":0,"pricingRowsReconfirmed":0,"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":"langgraph-cloud","slug":"langgraph-cloud","name":"LangGraph Platform / LangSmith Deploy","tagline":"Deploy here if your graphs already are LangGraph. Otherwise Inngest/Temporal + Langfuse to avoid stack…","overall":7.49},"runnersUp":[{"id":"langsmith","slug":"langsmith","name":"LangSmith","tagline":"If you live in LangGraph, LangSmith is the obvious observatory. Otherwise compare Langfuse/Helicone first.","overall":8.09},{"id":"inngest","slug":"inngest","name":"Inngest","tagline":"Best DX default for durable agent workflows in TypeScript/Python. Temporal when you need harder multi-lang…","overall":8.07},{"id":"temporal-cloud","slug":"temporal-cloud","name":"Temporal Cloud","tagline":"Default durable orchestration for serious long-running agents. Inngest/Trigger.dev for lighter DX.","overall":8.02}]}