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Braintrust vs PromptLayer

Our take

Pick Braintrust if aI teams who will write a scorer and pay when processed data or scores blow past Starter. Pick PromptLayer if aI teams who will pay Pro or Team so more than 10 playground runs a day and 2.5k requests sit on a shared registry. Skip Braintrust if developers who only want a $0 request table (Helicone).

Best for

Braintrust Measure the agent before you ship

PromptLayer Ship prompts without a redeploy

Free plan

Braintrust $0 · /month. $10 model credits + token rates. 1 GB processed data, then $4/GB. 10k scores, then $2.50/1k. 14-day retention. Unlimited users, projects, datasets, playgrounds, experiments. No credit card

PromptLayer $0 · /month. 5 users; 2.5k requests / month; 1 workspace; 250 eval cell executions / month; 10 playground runs / day; 10MB max dataset; 750 agent node executions / month. SaaS

Lowest paid

Braintrust Pro $249/mo

PromptLayer Pro $49/mo

Coding agent

Braintrust Loop agent

PromptLayer Agents / workflows

Watch out

Braintrust $0 is the platform fee

PromptLayer Free is 2.5k requests and 10 playground runs a day

Last checked

Braintrust 2026-10-22 · braintrust.dev/pricing

PromptLayer 2026-10-22 · promptlayer.com/pricing

Which one, then?

Pick Braintrust if

aI teams who will write a scorer and pay when processed data or scores blow past Starter.

Read the Braintrust page

Pick PromptLayer if

aI teams who will pay Pro or Team so more than 10 playground runs a day and 2.5k requests sit on a shared registry.

Read the PromptLayer page

Other comparisons