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Beam vs Trigger.dev

Trigger.dev scores higher on the AgentReady, 60/100 against 52/100. They differ on 4 of the 41 signals. Which ones decides whether an agent can adopt them without a person watching.

What each one is

Beam. Serverless GPU cloud platform for running AI inference, agents, and task queues with sub-second cold starts.

Trigger.dev. Trigger.dev is an open source background jobs framework and platform for building AI workflows in TypeScript.

Where Beam is ahead

Beam passes free trial or free allowance, and Trigger.dev does not. That is adopt, whether an agent can get a key and make its first successful call without a human in the loop.

Where Trigger.dev is ahead

Trigger.dev passes mcp discoverable, and Beam does not. That is discover, whether an agent can find the product at all without being told it exists.

It also holds understand: authentication documented. Beam misses it.

And on adopt, mcp integration available. Beam misses it.

What neither does

Both fail structured api reference, openapi / spec quality, request examples provided, response examples provided, errors and status codes documented, no mandatory sales call, agent-compatible signup flow, programmatic credential creation, structured, predictable output, machine-readable errors, retry behavior documented, idempotency support, rate-limit behavior predictable, agent compatibility verified. If your agent needs any of those, you will be building it yourself either way.

Score, pillar by pillar

The AgentReady splits into four pillars, scored separately, because a product can be easy to find and still impossible to adopt.

Discover is whether an agent can find the product at all without being told it exists. Trigger.dev leads 100 to 87. Beam misses mcp discoverable; Trigger.dev misses nothing.

Understand. Trigger.dev leads 38 to 31. Beam misses structured api reference, openapi / spec quality, authentication documented, request examples provided, response examples provided, errors and status codes documented; Trigger.dev misses structured api reference, openapi / spec quality, request examples provided, response examples provided, errors and status codes documented.

Adopt. Trigger.dev leads 65 to 55. Beam misses no mandatory sales call, agent-compatible signup flow, programmatic credential creation, mcp integration available; Trigger.dev misses no mandatory sales call, agent-compatible signup flow, programmatic credential creation, free trial or free allowance.

Operate. Both sit at 35/100 here. Beam misses structured, predictable output, machine-readable errors, retry behavior documented, idempotency support, rate-limit behavior predictable, agent compatibility verified; Trigger.dev misses structured, predictable output, machine-readable errors, retry behavior documented, idempotency support, rate-limit behavior predictable, agent compatibility verified.

Pricing

Beam starts at $0.0000418/sec and has a free tier. Trigger.dev does not publish one.

Signal by signal

Which to pick

Trigger.dev clears more of the signals an agent needs, so it is the safer default for unattended use. Full profiles: Beam and Trigger.dev. Alternatives to each: Beam, Trigger.dev.

An agent can fetch this as data: POST /v1/compare {"slugs": ["beam", "trigger"]}