BenchGen is unclaimed —

BenchGen

Benchmarking Infrastructure for AI Agents·benchgen.com

BenchGen is a simulation and benchmarking platform that evaluates AI agents inside interactive, digital-twin environments built from a company's enterprise data. It captures full agent decision trajectories, scores behavior across multiple dimensions, identifies failure modes, and turns every benchmark run into training data (including RL datasets and LoRA fine-tuning exports). It supports cloud, on-premise, air-gapped, and sovereign deployments for mission-critical industries.

What it's for

Benchmarking AI agents on multi-step, tool-using workflowsCapturing and auditing full agent decision trajectoriesGenerating RL training data (reward signals, preference pairs, failure-mode records)Exporting trajectory datasets for LoRA fine-tuningTesting agents in simulated digital-twin environments before production deploymentComparing agent/model versions and prompt strategiesSovereign, air-gapped, and on-premise agent evaluation for regulated industriesAuditing agent behavior for compliance (ITAR, NIST 800-171)

Features 15

24/7 SLA support (Enterprise)
Agentspace visual builder for agents (topics, actions, integrations)
Audit-ready benchmark reports with per-step accuracy and failure mode identification
Auto-generated / RL-ready training data (compatible with PPO, GRPO, PRM-style methods)
Free Skill Checker tool for evaluating agent skill coverage
Full decision trajectory capture for every agent run
LoRA fine-tuning with adapter export
Model/version and prompt-strategy comparison benchmarking
Public benchmark leaderboard ranking agents/models
REST API for pipeline integration
Simulation environments that mirror real enterprise systems (APIs, CRM, ERP, databases)
Sovereign, on-premise, and air-gapped deployment support
SSO/SAML support (Enterprise)
Synthetic data and scenario generation from enterprise data
Verifiable reward configuration for RL training

At a glance

free tierself-hostableAPI

TypeWeb app

DeploymentHybrid

PlatformsWeb, Windows, macOS, Linux

Forgovernment, defense, fintech, energy, education, enterprise AI teams

CompanyBenchgen, Inc.

Complianceself-reported

SOC 2ISO 27001HIPAAITARNIST 800-171

Resources

Pricing

Enterprise plan pricing is custom and available on request.

StarterFree

50 benchmark runs/mo, 5 evaluation environments, Trajectory capture & export, Community support, Basic failure analysis

50 benchmark runs/mo, 5 evaluation environments

Pro$49/mo

2,000 benchmark runs/mo, Unlimited environments, Full trajectory datasets, Verifiable reward configs, Auto-generated training data, Priority support

2,000 benchmark runs/mo, unlimited environments

EnterpriseQuote

Custom / quote-based pricing

Unlimited benchmark runs