{"jtbd":{"id":"durable-agent-workflows","slug":"durable-agent-workflows","name":"Durable long-running agent workflows","shortName":"Durable long-running agent workflows","problemStatement":"Multi-step agents that must survive crashes, retries, and human waits over hours/days."},"pick":{"id":"temporal-cloud","slug":"temporal-cloud","name":"Temporal Cloud","tagline":"Default durable orchestration for serious long-running agents. 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Storage is metered separately: $0.042 per GBh active, $0.00105 per GBh retained. Enterprise and Mission Critical are priced annually via Sales. temporal.io/pricing also lists 'Free $150 credits for 90 days'. The earlier 'Cloud Essentials' plan no longer appears on either page. See plan limits (/api/estimate) for the encoded plans. OSS Temporal free to self-host. Best for reliable multi-step agent orchestration with retries/state.","scores":{"capabilityFit":9,"pricePerformance":6.8,"latencyReliability":9.2,"developerDx":7.2,"privacyPosture":8.2,"lockInRisk":5,"maturity":9.2,"overall":8.02,"kind":"curated_estimate","confidence":"high","asOf":"2026-09-14"}},"runnersUp":[{"id":"inngest","slug":"inngest","name":"Inngest","tagline":"Best DX default for durable agent workflows in TypeScript/Python. Temporal when you need harder multi-lang…","website":"https://www.inngest.com","overall":8.07,"scoreBand":{"low":7.5,"mid":8.1,"high":8.7,"halfWidth":0.6,"basis":"editorial_prior","display":"7.5–8.7 (editorial prior)"},"scoreLayers":{"editorialPrior":8.07,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","pricingNotes":"As of 2026-09-14: Hobby $0 (50k executions); Pro from $99/mo (1M executions, PAYG to 20M); Enterprise custom. OSS self-host available. Step functions with retries, fan-out, and observability aimed at event-driven agents.","scores":{"capabilityFit":8.2,"pricePerformance":8,"latencyReliability":8.4,"developerDx":9,"privacyPosture":7.8,"lockInRisk":4.2,"maturity":7.8,"overall":8.07,"kind":"curated_estimate","confidence":"high","asOf":"2026-09-14"}},{"id":"trigger-dev","slug":"trigger-dev","name":"Trigger.dev","tagline":"Pick for TS app background agent jobs. Inngest for event meshes; Temporal for polyglot durability.","website":"https://trigger.dev","overall":7.84,"scoreBand":{"low":7.2,"mid":7.8,"high":8.4,"halfWidth":0.6,"basis":"editorial_prior","display":"7.2–8.4 (editorial prior)"},"scoreLayers":{"editorialPrior":7.84,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","pricingNotes":"As of 2026-09-14 (trigger.dev/pricing): Free $0 with $5 credits, 20 concurrent; Hobby $10/mo; Pro $50/mo ($50 credits, 200+ concurrent then $10/mo per 50). Compute: Micro 0.25 vCPU $0.0000169/s; Small-1x $0.0000338/s; up to Large-2x 8 vCPU $0.0006800/s. Invocation $0.000025/prod run. DEV env free. Apache-2.0 self-host. HIPAA BAA add-on. Python via build extension inside TS tasks.","scores":{"capabilityFit":7.8,"pricePerformance":8.2,"latencyReliability":8,"developerDx":9.2,"privacyPosture":7.5,"lockInRisk":4.8,"maturity":7.2,"overall":7.84,"kind":"curated_estimate","confidence":"high","asOf":"2026-09-14"}},{"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…","website":"https://www.langchain.com/langgraph","overall":7.49,"scoreBand":{"low":6.9,"mid":7.5,"high":8.1,"halfWidth":0.6,"basis":"editorial_prior","display":"6.9–8.1 (editorial prior)"},"scoreLayers":{"editorialPrior":7.49,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","pricingNotes":"As of 2026-09-14: LangGraph OSS free; hosted deployment is LangSmith Deployment. LangSmith Developer free; Plus ~$39/seat/mo with included traces + small serverless deployment, then LCU/LSU usage. Natural if already on LangChain/LangGraph.","scores":{"capabilityFit":8.4,"pricePerformance":6.8,"latencyReliability":8,"developerDx":8.2,"privacyPosture":7.2,"lockInRisk":7.2,"maturity":8.2,"overall":7.49,"kind":"curated_estimate","confidence":"high","asOf":"2026-09-14"}},{"id":"hatchet","slug":"hatchet","name":"Hatchet","tagline":"Temporal/Inngest peer for agent task orchestration. Prefer Temporal for serious durability; Inngest for TS…","website":"https://hatchet.run","overall":8.02,"scoreBand":{"low":7.4,"mid":8,"high":8.6,"halfWidth":0.6,"basis":"editorial_prior","display":"7.4–8.6 (editorial prior)"},"scoreLayers":{"editorialPrior":8.02,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","pricingNotes":"As of 2026-09-14 (hatchet.run/pricing): Developer Free + usage — first 100k task runs included then $10 per 1M runs; SOC2. Team $500/mo + usage (10 users, 5 tenants, 3-day retention, 500 RPS). Scale $1,000/mo + usage (unlimited users/tenants, 7-day retention, audit/HIPAA). Enterprise custom (SSO, BYOC, SLAs). Apache-2.0 self-host free.","scores":{"capabilityFit":8.2,"pricePerformance":7.8,"latencyReliability":8.4,"developerDx":8.6,"privacyPosture":8.2,"lockInRisk":3.2,"maturity":7.2,"overall":8.02,"kind":"curated_estimate","confidence":"high","asOf":"2026-09-14"}},{"id":"restate","slug":"restate","name":"Restate","tagline":"Strong Temporal alternative for durable AI agents, especially on Workers/Vercel. Remains medium until paid…","website":"https://restate.dev","overall":8.15,"scoreBand":{"low":7.6,"mid":8.2,"high":8.8,"halfWidth":0.6,"basis":"editorial_prior","display":"7.6–8.8 (editorial prior)"},"scoreLayers":{"editorialPrior":8.15,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","pricingNotes":"As of 2026-09-14: Restate Cloud public usage-based — free tier 50k actions/mo, no card (restate.dev/blog/announcing-restate-cloud-public + docs). Paid action rates sales/console (marketing /pricing page thin to bots). BYOC (Jul 2026) for VPC-managed control plane. SOC2 / Enterprise SSO / HIPAA announced. Integrates invoker tunnel with Cloudflare Workers, Vercel Functions, Deno Deploy. ctx.get/set state reads/writes typically not billed as actions.","scores":{"capabilityFit":8.6,"pricePerformance":7.8,"latencyReliability":8.8,"developerDx":8.4,"privacyPosture":8.4,"lockInRisk":3.8,"maturity":7.4,"overall":8.15,"kind":"curated_estimate","confidence":"medium","asOf":"2026-09-14"}},{"id":"dbos","slug":"dbos","name":"DBOS","tagline":"Embed durable steps in your app's Postgres rather than running a separate workflow cluster. Temporal remains…","website":"https://www.dbos.dev","overall":7.99,"scoreBand":{"low":7.4,"mid":8,"high":8.6,"halfWidth":0.6,"basis":"editorial_prior","display":"7.4–8.6 (editorial prior)"},"scoreLayers":{"editorialPrior":7.99,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","pricingNotes":"As of 2026-09-14 (dbos.dev/pricing): OSS DBOS Transact free (self-host). DBOS Pro $99/mo — 2 seats, manage apps, 1M free checkpoints/mo then $50/M. Teams $499/mo — 10 seats, 10 apps, 10M free checkpoints then $40/M, RBAC/alerting. Enterprise custom + self-hosted Conductor. Checkpoints = workflows/steps/transactions.","scores":{"capabilityFit":8,"pricePerformance":8,"latencyReliability":8.6,"developerDx":8.4,"privacyPosture":8.4,"lockInRisk":3.4,"maturity":7,"overall":7.99,"kind":"curated_estimate","confidence":"high","asOf":"2026-09-14"}}],"scoreBand":{"low":7.4,"mid":8,"high":8.6,"halfWidth":0.6,"basis":"editorial_prior","display":"7.4–8.6 (editorial prior)"},"scoreLayers":{"editorialPrior":8.02,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"whyPickOverHigherScore":{"pickId":"temporal-cloud","pickName":"Temporal Cloud","pickScore":8.02,"highestScoredCandidateId":"restate","highestScoredCandidateName":"Restate","highestScore":8.15,"pickHasLowerCompositeScore":true,"delta":-0.13,"pickLeadsOnDimensions":["capabilityFit (9 vs 8.6)","latencyReliability (9.2 vs 8.8)","maturity (9.2 vs 7.4)"],"explanation":"Temporal Cloud (8.02) is the editorial pick for Durable long-running agent workflows over higher-composite Restate (8.15) because composite scores are provider-wide priors while Temporal Cloud wins on capabilityFit (9 vs 8.6), latencyReliability (9.2 vs 8.8), maturity (9.2 vs 7.4): Reliability first; Temporal for serious durability, Inngest for DX."},"cheapest":null,"recommendedWorkloadQuote":null,"representativeQuote":null,"estimatedTaskCost":null,"freeAlternatives":[{"id":"langgraph","name":"LangGraph","kind":"dev_tool","providerId":null,"jtbdIds":["durable-agent-workflows"],"whatYouGet":"Library for long-running stateful agents. The README says agents can persist through failures, resume, and run for extended periods, and that a person can inspect and modify agent state. This is not a hosted LangGraph runtime.","cost":"oss","license":"MIT","limits":null,"sourceUrl":"https://raw.githubusercontent.com/langchain-ai/langgraph/main/LICENSE","asOf":"2026-10-25","notes":"LICENSE fetched 2026-10-03 is MIT, copyright 2024 LangChain, Inc. README fetched the same day. Its production-deployment link points at LangSmith Deployment, which is not this row. Re-fetched twice 2026-10-25 (~10 s apart, plain curl, no login): HTTP 200, no redirect, byte-identical: 'MIT License' / 'Copyright (c) 2024 LangChain, Inc.'. 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