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Real-world AI Performance Benchmarking

Understand
How AI Models Perform
in Practical Scenarios

Metrum Insights gathers actionable insights across leading applied AI use cases.

MODEL SERVING

Optimize response times and throughput for production deployments.

FINE-TUNING

Measure the impact of customization on model performance and efficiency.

RETRIEVAL-AUGMENTED
GENERATION

Evaluate how effectively models integrate external knowledge.

AND MORE

From training to inference, get insights that matter for your specific AI tasks.

Our comprehensive benchmarking product offers a detailed view of AI capabilities, empowering you to make informed decisions and unlock the full potential of AI for your business.

TEST MILLIONS OF PERMUTATIONS ACROSS LEADING GEN AI MODELS

Metrum Insights empowers you to rigorously evaluate and optimize AI models across a vast array of configurations.

MODEL
TYPES

Text, Vision, Audio, and Multimodal.

OPTIMIZATION
TECHNIQUES

Software Tools, Training Methods, and Hardware Acceleration Techniques.

PRECISION
LEVELS

From FP32 to INT4.

CONCURRENCY
SETTINGS

Simulating thousands of concurrent users or agents.

DEPLOYMENT
SCENARIOS

Cloud, On-Premise, or Edge Infrastructure.

CONCURRENCY
SETTINGS

Simulating thousands of concurrent users or agents.

DEPLOYMENT
SCENARIOS

Cloud, On-Premise, or Edge Infrastructure.

By exploring numerous AI workload configurations, you can identify the ideal combination of model, hardware, and optimization techniques for your unique AI requirements.

OPTIMIZE
INFRASTRUCTURE &
TCO WITH DATA-DRIVEN INSIGHTS

Metrum Insights doesn’t just provide data – we help you translate it into actionable strategies for infrastructure selection and cost optimization.

INFRASTRUCTURE
MATCHING

Align your AI workloads with the ideal hardware configuration, balancing performance needs with resource utilization.

TCO
OPTIMIZATION

Identify cost-effective solutions without compromising on performance, forecast long-term expenses, and plan for scalability.

SCENARIO
PLANNING

Model on-premise and cloud deployment scenarios to find your optimal setup for your specific use cases.

RESOURCE
ALLOCATION

Determine the most efficient distribution of computing resources to maximize ROI on your AI infrastructure investments.

PERFORMANCE-TO-COST
RATIO ANALYSIS

Make informed decisions by understanding the value proposition of different hardware and software combinations.

RESOURCE
ALLOCATION

Determine the most efficient distribution of computing resources to maximize ROI on your AI infrastructure investments.

PERFORMANCE-TO-COST
RATIO ANALYSIS

Make informed decisions by understanding the value proposition of different hardware and software combinations.

By leveraging our comprehensive insights, you can confidently select the right infrastructure for your ideal AI scenario while optimizing your Total Cost of Ownership. Let Metrum Insights be your guide in navigating the complex landscape of AI infrastructure decisions.