Tangle
BenchmarksBlogDocsGitHub
Open console
Menu
BenchmarksBlogDocsGitHub
Open console
← Blog

The Instrument Problem

A trace benchmark comparing recursive and one-shot agent analysis
Aug 1, 2026

CodeTraceBench: When a Benchmark Measures the Wrong Capability

A CodeTraceBench run tied the recursive DSPy RLM analyst to a retired one-shot runner at F1 0.3644 versus 0.3673 while costing 5.57 times more.

Tangle

Run agent jobs in managed workspaces, route model calls through one API, and keep the evidence needed to compare changes before deployment.

Open the console
Products Sandbox sandbox.tangle.tools Intelligence intelligence.tangle.tools Inference router.tangle.tools
Resources Docs docs.tangle.tools Console sandbox.tangle.tools GitHub github.com/tangle-network
Company BlogBrand kitSecurityStatusRelease notes
© 2026 Tangle
Privacy Terms Sub-processors