Plans for every scale.

Pro, Agency, and Enterprise tiers are built around lifetime licensing — not a subscription. Your benchmark data stays on your machine.

Pricing is being updated

AiBenchLab pricing and licensing tiers are being revised ahead of the next release. The figures previously shown here are no longer current and are not being offered. For licensing questions, contact .

Pro

For developers, evaluators, and small teams testing AI models seriously.

Pricing being updated
1 seat
  • Local Windows desktop app (macOS & Linux coming soon)
  • Zero telemetry
  • Test local + cloud models
  • All 11 benchmark domains
  • Reproducible scoring + reports
Join the Waitlist

Pricing for this tier is being revised ahead of the next release.

White-Label

Agency

For consultants, agencies, and AI service providers delivering client work.

Pricing being updated
3 seats
  • White-label PDF reports
  • Custom logo + Prepared For
  • CLI / API / MCP access
  • Client-ready exports
  • Batch report production

Includes Pro features plus consultant-grade delivery tools.

Enterprise

For organizations that need compliance, auditability, and managed deployment.

Pricing being updated
10+ seats
  • Complete audit trail
  • Tamper-evident integrity
  • Chain of custody reports
  • SIEM / compliance exports
  • Offline activation + SLA

Includes Agency features plus enterprise compliance and support.

Full feature comparison.

Feature Limited (after trial) Pro Agency Enterprise
Core Benchmarking Engine
Eval engine · composite Score · domain breakdown
Per-test scoring · pass/fail · anomaly detection
Empirical context-window validation
Fixed-seed runs · hardware fingerprint
Latency metrics · hardware-efficiency analysis
Wizard · Recommendation · Models
8-step wizard · live monitor · in-wizard cost estimate
Recommendation engine (VRAM fit · intent · budget)
All local models (llama.cpp · Ollama · LM Studio · CUDA · Vulkan)
All cloud models — bring your own key
Full model catalog & discovery
Wizard client-name field
Test Suites
Reasoning · Code · Chat (3 core)
Deployment Risk · Adversarial Safety · Tool Calling
Multimodal · Multi-Turn · Agentic
Per-run enable/disable tests
Custom suite creation from built-in tests + save + version lock
Custom test creation (consultant-grade)
Comparison & History
Models compared per session 3 10 Not limited* Not limited*
Side-by-side · domain-by-domain · mix local+cloud
Saved session history (local, your data) Not limited* Not limited* Not limited* Not limited*
Export & Reporting
PDF report branding Watermarked Branded White-label White-label
Full professional report (cover · charts · latency · cost · appendices)
CSV export (spreadsheet analysis)
MBX export (verification artifact)
Standalone cost-report PDF (AiBenchLab-branded)
JSON full-audit export (the report-generation feed)
Batch export (mass report production)
Custom logo · "Prepared For" client name · business profile
Commercial client-delivery rights
Advanced MBX integrity verification
Automation — Run Queue
Manual run queue + controls (stop / delete / requeue)
Headless Automation — CLI · API · MCP (separate download)
CLI — headless runs · scripting · JSON out
REST API — execute · list · export · status
MCP integration — remote control from AI tools
Hardware Safety · Security · Setup
Thermal protection · cooldown · VRAM monitoring
Tamper detection · encrypted local keys · local-first design
Component manager · on-device judge · first-run setup
Built-in plugin management + integrity validation
Enterprise Compliance & Audit
Complete audit trail (every action logged)
Tamper-evident integrity (SHA-256 hash chain)
Chain of custody reports
Audit CLI commands
SIEM-compatible exports (JSON/CSV)
Integrity verification command
Offline activation (air-gapped deployment)
Deployment & Licensing
Seats 1 1 3 10+ (custom)
Custom test plugins
Procurement (PO/invoice · MSA · custom terms)
Support SLA · account manager · onboarding
Commercial
License model Limited Mode Lifetime Lifetime Annual

Frequently Asked Questions

Ready to benchmark?

Join the waitlist to be notified when the next release is available, or contact sales with licensing questions.