Intelligence Metrics Dashboard¶
How to use
Select models in the top bar to include/exclude from all charts. Switch between Compare, Geometry, and Synergy tabs.
Tabs¶
Compare (Phase 1)¶
Radar chart, bar chart, heatmap, parallel coordinates, scatter plot (pick any 2 dims), Elo vs ‖I‖ plot, and a full pairwise numerical metrics table (cosine similarity, Euclidean distance, Manhattan distance, complementarity, synergy gain, dominance count).
Geometry (Phase 2)¶
Shape classification for every model (Sphere, Spike, Slab, Crown, Teardrop, Diamond), parity vs entropy scatter, density distribution, and full geometry table with all computed properties.
Synergy (Phase 3)¶
Top synergy pairs, top complementary pairs, synergy matrix heatmap, Match Me tool (enter your own 8 scores and find your nearest model + best synergy partner), and optimal team builder (find the best team of 2, 3, or 4 models for maximum dimension coverage).
Mathematical Foundations¶
All metrics derive from the I-vector: \(\mathbf{I} \in \mathbb{R}^{n(e)}\)
See the full Metrics Roadmap for equations, API spec, and strategic vision.