Built for agents, not a jobs platform reaching toward them
Trigger.dev is a strong background-job platform now positioned around AI agents. Connic was designed as an agent platform from day one: connectors, judges, memory, and vector storage on one plan, EU-hosted under a German contract.
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 support for Node.js, Bun, and Python. For an EU production buyer, though, two gaps sit in front of all of that.
First, the managed cloud does not document where it hosts your data, and Trigger.dev's own documentation routes data-residency requirements to self-hosting. Second, it prices and ships compute, not agent infrastructure: there are no judges, no agent guardrails, no approval queue, no A/B testing, and no token cost dashboards. Connic closes both gaps by construction, with EU-hosted regions by default, a German contract counterparty, and the agent production surface shipped as platform features.
Feature Comparison
Connic vs Trigger.dev, capability by capability.
Product Shape
Agent-native runtime
Connic's primary surface is agents. Trigger.dev repositioned around AI agents in 2026, on foundations built for background jobs.
YAML-based agent config
Connic uses declarative YAML + Python. Trigger.dev is code-only.
Python support
Connic is Python-first. Trigger.dev runs Node.js, Bun, and Python; its SDK is TypeScript.
Durable execution
Both support durable, long-running execution with automatic retries.
EU & Compliance
Managed EU data residency
Connic hosts EU-only by default. Trigger.dev's managed cloud doesn't document hosting location; the documented residency path is self-hosting, or Bring Your Own Cloud compute in your own EU cloud account.
EU contract counterparty
Connic contracts through a German company. Trigger.dev has no EU legal entity.
EU AI Act tooling
Connic ships execution logs, human approvals, and guardrails mapped to deployer obligations. Trigger.dev has no agent-level guardrail or approval surface to build evidence from.
Full production stack in one EU region
Connic's traces, judges, guardrails, and approvals live in the same EU region as the runtime. Trigger.dev has no judges or approvals to co-locate, and the managed cloud's region is undocumented.
Deployment & Operations
Managed hosting included
Both offer managed cloud hosting. Trigger.dev Free includes $5 in monthly usage credit.
Self-hosted option
Trigger.dev is open-source and self-hostable out of the box, and offers Bring Your Own Cloud. Connic offers self-hosting on Enterprise.
Environment management (dev / staging / prod)
Both support multiple environments per project.
Retention of logs / traces
Connic retention is tiered per plan. Trigger.dev: 1 day Free, 7 days Hobby, 30 days Pro, custom Enterprise.
Integrations & Triggers
Webhook triggers
Both support webhook-triggered tasks.
Cron scheduling
Both support scheduled runs. Trigger.dev's roots are in scheduled jobs.
First-party Kafka connector
Connic has a first-party Kafka connector. With Trigger.dev you build the consumer yourself.
First-party SQS connector
Connic has a first-party SQS connector. With Trigger.dev you build the poller.
First-party Email connector
Connic has a first-party email connector. Trigger.dev requires external inbound email handling.
First-party Stripe connector
Connic has a first-party Stripe connector. Trigger.dev uses generic webhooks.
First-party Postgres connector
Connic has a first-party Postgres connector. Trigger.dev is compute, not data.
Realtime UI streaming
Both offer realtime connections to the frontend. Trigger.dev ships dedicated Realtime primitives.
Agent-Specific Features
Agent memory
Connic includes agent memory as a first-class primitive. Trigger.dev jobs manage state via your own store.
Vector / knowledge base
Connic bundles vector storage and knowledge entries into every plan. Trigger.dev has no first-party vector storage.
Built-in judges / evals
Connic ships a first-party judge service. Trigger.dev has no equivalent.
Human approvals (HITL)
Connic has a first-party approval queue. Trigger.dev has no HITL approval surface.
A/B testing with traffic splits
Connic runs statistical A/B tests between agent versions in production. Trigger.dev has no equivalent.
MCP tool support
Connic supports MCP directly. Trigger.dev can call MCP servers from a task but doesn't treat MCP as a first-class runtime concept.
Pricing
Subscription doubles as usage credit
Connic plans are monthly usage credit (Developer €40, Pro €200, Enterprise custom) at identical per-unit rates (€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.
Not billed per seat
Adding teammates doesn't change a Connic bill. Trigger.dev Pro adds $20/seat beyond the included 25 members.
One compute rate on every paid tier
Connic 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.
The EU question
Credit where due: Trigger.dev gives you two real paths to EU infrastructure. The Apache 2.0 core can be self-hosted in any EU region you control, and the Bring Your Own Cloud arrangement runs workloads in your own AWS, GCP, or Azure account, which can sit in an EU region.
What the managed product does not give you is an answer. Its hosting location is not documented, and Trigger.dev's own documentation routes data-residency requirements to self-hosting. There is also no EU legal entity, so the contract stays with a US company on every path. And self-hosting moves the residency problem rather than shrinking it: you operate the trace store, the upgrade path, and the on-call rotation, and the agent production surface (judges, guardrails, approvals, cost tracking) still has to come from somewhere, each tool with its own residency answer. Read what self-hosting actually costs before choosing that path for compliance reasons alone.
Connic's answer is structural: a German contract counterparty, EU-hosted regions by default, and the whole production surface inside that same region under one DPA. 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, Bun, and Python. The 2026 repositioning around fully-managed AI agents is backed by real investment, and if background jobs are your core workload with agents as one task type among many, it is a coherent, well-built choice.
The calculus changes when agents become the workload rather than a task type. Trigger.dev prices and ships compute; the agent production surface (judges, guardrails, approvals, A/B testing, token cost dashboards) is yours to assemble, and for EU teams the residency answer is an ops project rather than a paragraph in the DPA. That is the point where an EU-hosted agent platform stops being the alternative and starts being the default.
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, and EU residency bundled.
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 monthly usage credit 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 bringing your own cloud
- 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 SalesStill shortlisting? Here are the others.
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
Open-source LLM framework with 600+ integrations. Rich building blocks — you bring the hosting, scaling, and DevOps.
Connic vs AutoGen
Microsoft's multi-agent framework, now in maintenance mode with the Agent Framework as its successor. Either way: a framework you host, not a runtime with a home.
Connic vs CrewAI
Role-based agent orchestration with YAML config. Same philosophy as Connic — Connic adds first-party connectors and managed hosting in every plan.
Connic vs Self-Hosting
Running agents on your own Kubernetes or cloud. Total control — and the full DevOps, on-call, and compliance bill.
Connic vs Zapier Agents
No-code agents on Zapier's action catalog. Fast for business-user automation — no EU data storage, and short on the observability production agents need.
Connic vs LangSmith Deployment
LangChain Inc.'s managed runtime for LangGraph agents (renamed from LangGraph Platform in October 2025). The right home if you've picked LangGraph — a tight fit if you haven't.