A managed agent platform or a jobs-first runtime with agent features
Trigger.dev is a strong background-job platform now positioned around AI agents. Connic was designed for agents: connectors, judges, memory, and vector storage on one plan, with platform data and connic/* inference hosted in the EU.
Trigger.dev earned its reputation as a background-job platform, and in 2026 it repositioned around building and deploying fully-managed AI agents and workflows, backed by a $16M Series A from Standard Capital. The engine underneath is solid: git-first deploys, durable runs, Realtime streaming, and a TypeScript runtime for Node.js and Bun that can invoke Python scripts. The residency and agent-service boundaries are the main differences for an EU production buyer.
Trigger.dev supports `eu-central-1` for run execution, but its documentation says that setting does not relocate payloads, outputs, tags, or logs. The platform now includes HITL primitives and LLM token and cost metrics. Its official docs reviewed in August 2026 do not list a first-party managed judge, agent memory, vector storage, or production A/B testing service. Connic provides those agent services with a German contract counterparty and keeps its platform data and connic/* inference in the EU. Full-Project residency depends on customer configuration.
Feature Comparison
Connic vs Trigger.dev, capability by capability.
Product Shape
| Feature | Connic | Trigger.dev |
|---|---|---|
| Agent-native runtimeConnic's primary surface is agents. Trigger.dev repositioned around AI agents in 2026, on foundations built for background jobs. | Yes | Partial |
| YAML-based agent configConnic uses declarative YAML + Python. Trigger.dev is code-only. | Yes | No |
| Python supportConnic is Python-first. Trigger.dev uses a TypeScript task SDK for Node.js and Bun and can invoke Python scripts through its Python build extension. | Yes | Partial |
| Durable executionBoth support durable, long-running execution with automatic retries. | Yes | Yes |
EU & Compliance
| Feature | Connic | Trigger.dev |
|---|---|---|
| Managed EU data residencyConnic's platform data and connic/* inference stay in the EU; end-to-end Project residency depends on customer configuration. Trigger.dev offers EU run execution, but that setting does not relocate payloads or logs; self-hosting is its documented full-control path, and current BYOC availability should be confirmed with the vendor. | Yes | Partial |
| EU contract counterpartyConnic contracts through a German company. Trigger.dev's public terms name API Hero Ltd in England and Wales, a UK rather than EU counterparty. | Yes | No |
| EU AI Act toolingConnic maps execution logs, human approvals, and guardrails to deployer obligations. Trigger.dev documents logs and HITL primitives, but the official materials reviewed in August 2026 do not map them to EU AI Act obligations or list a first-party agent guardrail service. | Yes | Partial |
| EU-hosted platform data and connic/* inferenceConnic keeps its platform data and connic/* inference in the EU. Deployment regions and customer-configured components still determine end-to-end residency. Trigger.dev supports EU run execution, but its docs say that region does not relocate payloads, outputs, tags, or logs. | Yes | Partial |
Deployment & Operations
| Feature | Connic | Trigger.dev |
|---|---|---|
| Managed hosting includedBoth offer managed cloud hosting. Trigger.dev Free includes $5 in monthly usage credit. | Yes | Yes |
| Self-hosted optionTrigger.dev is open-source and self-hostable. It has announced Bring Your Own Cloud, whose current availability should be confirmed with the vendor. Connic offers self-hosting on Enterprise. | Partial | Yes |
| Environment management (dev / staging / prod)Both support multiple environments per project. | Yes | Yes |
| Retention of logs / tracesConnic retention is tiered per plan. Trigger.dev: 1 day Free, 7 days Hobby, 30 days Pro, custom Enterprise. | Yes | Partial |
Integrations & Triggers
| Feature | Connic | Trigger.dev |
|---|---|---|
| Webhook triggersBoth support webhook-triggered tasks. | Yes | Yes |
| Cron schedulingBoth support scheduled runs. Trigger.dev's roots are in scheduled jobs. | Yes | Yes |
| First-party Kafka connectorConnic has a first-party Kafka connector. The Trigger.dev docs reviewed in August 2026 do not list a dedicated Kafka connector. | Yes | No |
| First-party SQS connectorConnic has a first-party SQS connector. The Trigger.dev docs reviewed in August 2026 do not list a dedicated SQS connector. | Yes | No |
| First-party Email connectorConnic has a first-party email connector. The Trigger.dev docs reviewed in August 2026 do not list a dedicated inbound-email connector. | Yes | No |
| First-party Stripe connectorConnic has a first-party Stripe connector. Trigger.dev documents generic webhooks rather than a dedicated Stripe connector. | Yes | No |
| First-party Postgres connectorConnic has a first-party Postgres connector. The Trigger.dev docs reviewed in August 2026 do not list a dedicated Postgres connector. | Yes | No |
| Realtime UI streamingBoth offer realtime connections to the frontend. Trigger.dev ships dedicated Realtime primitives. | Yes | Yes |
Agent-Specific Features
| Feature | Connic | Trigger.dev |
|---|---|---|
| Agent memoryConnic includes managed agent memory. The Trigger.dev docs reviewed in August 2026 do not list a first-party managed memory store. | Yes | No |
| Vector / retrievalConnic bundles vector storage and retrieval entries into every plan. The Trigger.dev docs reviewed in August 2026 do not list first-party managed vector storage. | Yes | No |
| Built-in judges / evalsConnic ships a first-party judge service. No equivalent managed judge service was listed in the Trigger.dev docs reviewed in August 2026. | Yes | No |
| Human approvals (HITL)Connic has a first-party approval queue. Trigger.dev documents HITL through waitpoints, input streams, and approval flows. | Yes | Yes |
| A/B testing with traffic splitsConnic runs statistical A/B tests between agent versions in production. No equivalent first-party A/B service was listed in the Trigger.dev docs reviewed in August 2026. | Yes | No |
| MCP tool supportConnic supports MCP directly. Trigger.dev's official MCP server helps AI assistants operate projects; application tasks can call MCP servers through code rather than a dedicated runtime abstraction. | Yes | Partial |
Pricing
| Feature | Connic | Trigger.dev |
|---|---|---|
| Credit and postpaid billingConnic Developer (€40) and Pro (€200) include monthly usage credit; Enterprise uses custom monthly postpaid billing. The same per-unit rates apply (€0.047/run, €0.00042/sec compute, €0.25/GB-month storage). Trigger.dev bills per-run ($0.000025) plus per-second machine costs above a $50/month Pro base. | Yes | No |
| Not billed per seatAdding teammates doesn't change the Connic plan price. Trigger.dev Pro adds $20/seat beyond the included 25 members. | Yes | No |
| One compute rate on every paid tierConnic compute is €0.00042/sec on every paid tier. Trigger.dev machine costs range from $0.0000169 to $0.00068/sec depending on machine size. | Yes | Partial |
The EU question
Trigger.dev can execute managed runs in `eu-central-1`, and the Apache 2.0 core can be self-hosted in an EU region you control. Trigger.dev has also announced Bring Your Own Cloud for AWS, GCP, and Azure; buyers should confirm its current availability and data boundary with the vendor.
The managed run region does not control where payloads, outputs, tags, logs, and other data are stored. Trigger.dev's public terms name API Hero Ltd in the UK as the service provider. Self-hosting gives the customer control of the data plane but also makes that customer responsible for the trace store, upgrades, and operations. Trigger.dev now includes HITL primitives and LLM cost metrics; its reviewed docs do not list managed memory, vector storage, or a judge service. Read what self-hosting actually costs before choosing that path for compliance reasons alone.
Connic's answer is explicit: a German contract counterparty, EU-hosted platform data, and EU-hosted connic/* inference. Deployment regions and customer-configured components determine the rest of the Project boundary. For how the whole field compares on this axis, read the EU data residency shortlist, or see how Connic maps its features to the EU AI Act.
Where Trigger.dev genuinely fits
As a workflow and background-job engine, Trigger.dev delivers: git-first deploys, durable runs with automatic retries, Realtime primitives for streaming progress to the frontend, and a runtime that covers Node.js and Bun while invoking Python scripts through an extension. Its 2026 repositioning around fully-managed AI agents followed a $16M Series A. If background jobs are your core workload with agents as one task type among many, the product fits that operating model.
Trigger.dev now includes HITL primitives and LLM token and cost metrics. The official docs reviewed in August 2026 do not list managed agent memory, vector storage, judges, or production A/B testing. Teams also need to decide whether EU run execution is sufficient when payload and log storage do not follow the selected run region. Connic bundles those agent services with an explicit EU-hosted core.
Why teams choose Connic
What you get on day one without writing connectors, wiring observability, or running infrastructure.
The Bottom Line
Trigger.dev is a strong fit when background jobs are the core workload and agents sit beside them. Connic fits when agents are the workload and you want connectors, evals, EU-hosted platform data, and EU-hosted connic/* inference.
Use Connic when
- Agents are your primary workload, not a feature next to background jobs
- EU data residency and an EU contract counterparty are procurement requirements
- You need enterprise connectors (Kafka, SQS, Stripe, Postgres, Email) day one
- You want agent memory, vector storage, judges, and approvals included, not assembled
- You prefer Project credit or Enterprise postpaid billing without per-seat charges
Use Trigger.dev when
- Background jobs are your primary workload; agents are a new addition
- Your stack is TypeScript and you want tight Next.js / Realtime integration
- You need open-source self-hostability on day one
- You can meet residency needs by self-hosting or the vendor confirms BYOC for your deployment
- You're happy to assemble memory, vectors, and evals from third-party services
Frequently Asked Questions
Bring the workflow, trigger source, compliance constraints, and deployment path you are evaluating. We will help separate what Trigger.dev should handle from what belongs in a managed agent runtime.
Compare with SalesOther platforms on your shortlist
Head-to-head comparisons against the platforms most teams weigh alongside Connic. For the full field, survey the 2026 agent deployment platform landscape.
Connic vs LangChain
MIT-licensed Python and JavaScript framework with more than 1,000 integrations. The framework remains self-hosted code, while the vendor's LangSmith platform adds managed deployment, tracing, and EU-region options under a US contract.
Connic vs AutoGen and Microsoft Agent Framework
AutoGen is in maintenance mode, with Microsoft Agent Framework as its successor. The successor can run as self-hosted SDK code or through Foundry Hosted Agents, where residency depends on the selected resources, models, and tools.
Connic vs CrewAI
MIT-licensed Python and YAML framework plus CrewAI AMP for managed deployment, tracing, evaluations, integrations, knowledge, and approvals. Standard managed-region choice is not publicly specified; Enterprise offers vendor cloud, customer VPC, or customer infrastructure.
Connic vs Self-Hosting
Operating your own agent stack gives direct control over the runtime and its data, subject to configured cloud, model, and tool dependencies. This comparison uses production Kubernetes as a representative baseline and counts the operating work it leaves with your organization.
Connic vs AI by Zapier
Zapier is moving standalone Agents into AI by Zapier, an agentic step inside the Zap editor with model choice, BYOK, tools, knowledge, approvals, and task-based billing. It suits UI-driven automation; Connic remains Git-native and keeps its managed core in the EU.
Connic vs Amazon Bedrock AgentCore
AWS's managed, framework-agnostic agent infrastructure spans runtime, memory, identity, gateways, observability, policy, and evaluations across multiple EU regions. Connic offers a more opinionated Python and YAML path with first-party connectors and an integrated Enterprise governance surface.