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Comet vs Letta

Letta scores higher on the AgentReady, 72/100 against 68/100. 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

Comet. Comet is an end-to-end ML platform and LLM evaluation platform for developers.

Letta. Letta is an AI research lab in San Francisco building machines that learn.

Where Comet is ahead

Comet passes structured api reference, and Letta does not. That is understand, whether an agent can read the docs and work out how the API behaves before calling it.

Where Letta is ahead

Letta passes authentication documented and limits / constraints documented, and Comet does not. That is understand, whether an agent can read the docs and work out how the API behaves before calling it.

It also holds operate: structured, predictable output. Comet misses it.

What neither does

Both fail openapi / spec quality, request examples provided, response examples provided, errors and status codes documented, no mandatory sales call, programmatic credential creation, machine-readable errors, retry behavior documented, idempotency support, rate-limit behavior predictable. 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.

Understand. Both sit at 38/100 here. Comet misses openapi / spec quality, authentication documented, request examples provided, response examples provided, errors and status codes documented, limits / constraints documented; Letta misses structured api reference, openapi / spec quality, request examples provided, response examples provided, errors and status codes documented.

Adopt. Letta leads 81 to 80. Comet misses no mandatory sales call, programmatic credential creation; Letta misses no mandatory sales call, programmatic credential creation.

Operate is whether an agent can run against it in production and recover when a call fails. Letta leads 67 to 53. Comet misses structured, predictable output, machine-readable errors, retry behavior documented, idempotency support, rate-limit behavior predictable; Letta misses machine-readable errors, retry behavior documented, idempotency support, rate-limit behavior predictable.

Pricing

Comet does not publish a machine-readable starting price and has a free tier. Letta starts at $0/mo and has a free tier.

Comet plansLetta plans
-Free $0 /month
-Pro $20 /month
-API Plan $20 /month
-Teams Pro $20 /seat/month
-Enterprise Custom

Signal by signal

SignalCometLetta
AgentReady6872
Discovery100100
Understanding3838
Adoption8081
Operability5367
Public APIYesYes
MCP serverYesYes
OpenAPI specYesUnknown
CLIYesYes
llms.txtYesYes
Self-serve signupYesYes
Free tierYesYes

Which to pick

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

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