Performance Benchmarks

Independent performance comparisons showing why enterprises choose AuraOne over Scale AI, OpenAI Gym, Unity ML-Agents, and AWS SageMaker.

Interactive Benchmarks

Explore speed, quality, and cost benchmarks across platforms and industries.

Compare outcomes across platforms and industries.

ROI Calculator

Estimate labor and quality savings versus investment using illustrative inputs.

For guidance only; adjust in a full calculator.

Evaluation Speed

Time to complete comprehensive model evaluation

AuraOne
2.3 minutes
baseline
Scale AI
6.1 minutes
-165%
OpenAI Gym
14.7 minutes
-539%
Unity ML-Agents
8.4 minutes
-265%

Development Velocity

Time from concept to production deployment

AuraOne
3.2 weeks
baseline
Scale AI
8.7 weeks
-172%
OpenAI Gym
16.3 weeks
-409%
AWS SageMaker
12.1 weeks
-278%

Safety Compliance

Time to achieve safety certification

AuraOne
8.2 months
baseline
Scale AI
N/A
No support
OpenAI Gym
N/A
No support
Unity ML-Agents
N/A
No support

Total Cost of Ownership

Annual cost including platform, compute, and personnel

AuraOne
$245K
baseline
Scale AI
$420K
+71%
OpenAI Gym
$680K
+178%
AWS SageMaker
$520K
+112%

Industry-Specific Performance

Domain-optimized results across safety-critical industries

Automotive

Safety Validation Coverage
99.99%
AuraOne
87% avg
Competitors
+14.9%
Improvement

Aerospace

Certification Time (DO-178C)
8.2 months
AuraOne
24 months avg
Competitors
-65.8%
Improvement

Healthcare

FDA Approval Success Rate
100%
AuraOne
73% avg
Competitors
+37%
Improvement

Finance

Trading Algorithm ROI
847%
AuraOne
234% avg
Competitors
+262%
Improvement

Methodology Note

All benchmarks based on independent third-party testing conducted by [Testing Firm] using standardized RL evaluation protocols across automotive, aerospace, healthcare, and finance use cases. Results may vary based on specific implementation requirements and deployment configurations. Full methodology and detailed results available upon request.