{% extends "base.html" %} {% block title %}Performance Benchmarks - HYDRA-24 Demo{% endblock %} {% block content %}

Performance & Scale Dashboard

Real benchmarks proving HYDRA-24 is production-ready

Runtime Overhead

HYDRA-24 adds <5% overhead across all dataset sizes

{% for item in benchmarks.runtime_overhead.data %} {% endfor %}
Dataset Size Baseline (ms) With HYDRA-24 (ms) Overhead
{{ item.dataset_size }} {{ item.baseline_ms }} {{ item.hydra_ms }} {{ item.overhead_pct }}%

Memory Efficiency

24-bit fingerprints = 3 bytes per value (30x more compact)

{% for item in benchmarks.memory_overhead.data %} {% endfor %}
DAG Nodes HYDRA-24 (MB) Full Lineage (MB) Savings
{{ item.dag_nodes }} {{ item.hydra_mb }} {{ item.full_lineage_mb }} {{ ((1 - item.hydra_mb / item.full_lineage_mb) * 100) | round(0) | int }}%

Query Performance

DAG reconstruction in milliseconds, even for deep graphs

{% for item in benchmarks.query_performance.data %} {% endfor %}
DAG Depth Reconstruction Time (ms)
{{ item.dag_depth }} layers {{ item.reconstruction_ms }} ms

Scale Testing Results

Proven at production scale

{% for test in benchmarks.scale_tests.tests %}
{{ test.test }}
✓ {{ test.result }}
{{ test.details }}
{% endfor %}

Competitive Comparison

Why HYDRA-24 beats alternatives

{% for comp in benchmarks.competitive_comparison.comparisons %}

{{ comp.category }}

HYDRA-24: {{ comp.hydra }}
Alternative: {{ comp.alternative }}
{% endfor %}
{% endblock %}