Plurai

Plurai

Evaluate and protect AI agents with simulated tests, trained guardrails, synthetic scenarios, and continuous release checks.

Category:AI Testing
freemium
Last Updated 8/28/2026

About Plurai

Plurai is an AI agent trust platform for testing, protecting, and improving agents before and after release. Its workflow combines simulation-based evaluation, trainable guardrails, synthetic scenarios, experiment analysis, and continuous validation. Teams can build use-case-specific evaluations without code, generate personas and realistic test artifacts, then connect checks to CI/CD for regression testing. Starter includes 1 million free tokens, one personal endpoint, and one downloadable synthetic evaluation set. Plurai’s SLM plan costs $0.15 per 1 million tokens and supports up to 20 personal endpoints, 20 downloadable synthetic test sets, and unlimited seats. Enterprise adds on-premises deployment, SSO, custom inference pricing and SLAs, broader SLM use-case support, and unlimited active endpoints. This makes Plurai relevant to engineering and safety teams preparing agents for production. Lower tiers impose endpoint and test-set limits, and enterprise buyers must contact sales to determine cost.

Best for

Engineering teams deploying AI agents into production
Safety teams evaluating agent behavior and failure modes
Enterprises requiring SSO and on-premises deployment

Best use cases

Evaluate agent behavior before a production release

Run continuous agent regression checks through CI/CD

Train guardrails for production agent interactions

Compare before choosing

Free allowance lowers the cost of an initial evaluation

Usage pricing suits teams that prefer metered evaluation

Enterprise features cover SSO and on-premises requirements

Features

Agent regression testing

Generate scenarios and run continuous checks in CI/CD before agent changes reach production.

Use-case-specific guardrails

Train evaluation and protection models around the behavior and risks of a particular agent.

Synthetic evaluation design

Create personas, artifacts, and downloadable test sets for edge cases that are difficult to collect manually.

Pros

  • The free Starter allowance reduces the cost of testing the workflow before committing.
  • CI/CD integration lets engineering teams run agent regression checks in their existing release workflow.
  • Enterprise support for on-premises deployment and SSO fits stricter infrastructure and access requirements.

Cons

  • Starter is limited to one personal endpoint and one downloadable synthetic evaluation set.
  • The SLM tier caps personal endpoints at 20 and downloadable synthetic test sets at 20.
  • Enterprise pricing is custom, so teams need a sales conversation before estimating total cost.

Pricing Plans

Starter

Free
  • 1 million free tokens
  • 1 dedicated personal endpoint
  • 1 downloadable synthetic evaluation test set
  • No credit card required

Plurai's SLM

0.15
  • Less than 100 ms response latency
  • Up to 20 personal endpoints
  • 20 downloadable synthetic test sets
  • Unlimited seats
  • Average training cost of $6

Enterprise

Custom
  • On-premises deployment
  • Enterprise SSO
  • Custom inference pricing
  • Custom SLA
  • Broader SLM use-case support
  • White-glove service
  • Unlimited active endpoints

* Pricing information is for reference only. Please refer to the latest announcement on Plurai's official website.

FAQ

It provides simulation-driven evaluation, guardrails, synthetic test data, experimentation, and continuous validation for AI agents.
Yes. Starter includes 1 million free tokens, one personal endpoint, and one downloadable synthetic evaluation test set without a credit card.
Yes. On-premises deployment is listed as an Enterprise feature alongside SSO, custom pricing, and a custom SLA.

Tool Information

DeveloperPlurai
Release Date7/20/2026
Pricingfreemium