VisprBuilder

Model selection / Explore the tradeoffs

Find the shape of your pool.

Latency, task cost, and every benchmark that matters to the invocation.

Illustrative dataFictional models and scores demonstrate the selection geometry. No inference is dispatched.
6models in view
5on the frontier
1dominated
0outside bands / unknown

A projection of 5 dimensions

The plot shows two axes. Frontier decisions use all enabled benchmarks, cost, and latency.

0$0.000025$0.002650$0.005275$0.0078100$0.0103Y-axis band boundaryTask cost · USD / request · lower is betterCode correctness · score / 100 · higher is betterSwift: $0.0007, 70SwiftStudio: $0.0060, 82StudioReasoner: $0.0090, 89ReasonerBalanced: $0.0030, 85BalancedEconomy: $0.0003, 62EconomyLegacy: $0.0040, 75Legacy

0 models omitted for unknown coordinates. Dashed lines show band boundaries. Use the table for overlapping points.

FrontierDominatedOutside bands / unknown

Every axis, side by side

ModelPool status
Illustrative endpoint$0.00031.0s626557Frontier
Illustrative endpoint$0.00070.7s706062Frontier
Illustrative endpoint$0.00301.5s858380Frontier
Illustrative endpoint$0.00402.0s757070Dominated
Illustrative endpoint$0.00602.1s827594Frontier
Illustrative endpoint$0.00904.2s899669Frontier

Selected model

Balanced

Synthetic values for interaction design. Not real model evaluations.

Why it remains in the pool

Meets every band. No other eligible model is better or equal on all enabled axes and strictly better on one. A stronger benchmark may trade off against cost or latency.

This is pool exploration, not an award. Weighted preferences, pool-size limits, current budget, capabilities, and provider bids still determine the final route.