AI Prompt Tools & Testing Platform
Evaligo provides visual AI workflow building, prompt testing and model comparison. The official overview describes workflows with data inputs, prompt steps and outputs, alongside experiments that compare variants. It is relevant to teams that want to evaluate an AI process on their own examples before connecting it to a broader application.
Build a flow around your data
The playground documentation describes nodes, mapped variables and dataset inputs and outputs. You can run selected samples through a flow, inspect progress and failures, and save the configuration as a template.
Begin with a small dataset that represents the task you actually need to solve. Inspect output records and failed steps before increasing the run size. The documentation says dataset sinks write results automatically, so understand the destination before running a flow.
Some advertised integrations can involve external actions, such as email, storage or pull requests. Decide which actions require approval and which credentials a flow may use.
Compare variants without treating scores as truth
Evaligo says variants run the same flow on the same inputs while changing a model, prompt or reasoning setting. This helps separate a configuration change from a change in the test data.
Its AI judges score outputs against a rubric without knowing which variant produced them. The site describes single-judge and panel approaches. These scores express the selected judge and criteria; they do not establish objective accuracy or suitability for every future input.
Inspect examples where judges disagree and compare scores with human decisions. Claims about trained routing performance depend on the evaluated task and should not be treated as a universal quality guarantee.
Separate platform credits from provider bills
The pricing page lists 500 monthly credits on Free, one-time scheduled runs and five concurrent API executions. Pro has a larger credit allocation and recurring schedules. Charges depend on the selected operation rather than one fixed cost for any workflow.
Calls made with your own provider keys do not consume Evaligo credits, according to the publisher. They can still incur charges with that external provider. Purchased top-up credits do not expire, while subscription allocations have their own billing cycle.
The captured pricing material marks team SSO as work in progress. This article does not count it as an already available entitlement. Evaligo suits bounded workflow experiments with explicit evaluation criteria and spending limits; its sources do not demonstrate a hands-on benchmark for this article.