Lightning

OpenAI chat/completions · serves lightning-ai/gemma-4-31B-it as gemma-4-31b · probed live 2026-08-25 · back to the matrix

Inference

A−

A − 0 high − 1 medium severity, per the ladder; flags below.

Billing

✓

Reported usage consistent with bytes on the wire.

Caching

Yes

Reused already-seen context on 3/3 cold→warm trials. Speed numbers →

Flags

medium inference Lightning leaks template reasoning markers into content
On an image-bearing tool turn, the channel parse intermittently fails in both directions at once: the reasoning field comes back empty and literal template marker text leads the answer field. Two of four identical runs...

Every flag links to its finding - evidence, repro, and disclosure records live there; the deepest findings have full writeup pages.