Werdykt v1 - Category Realdoc: leaderboard

Werdykt v1 Category Realdoc measures text-only decisions in Polish and English. The full test has 5,000 hidden questions in twenty balanced language/category groups of 250; category panels combine 500 questions and language panels have 2,500. Macro accuracy gives groups equal weight. Request errors and unparsed answers count incorrect. Native non-control systems retain their interface, engine, reasoning, legacy and source-independence flags; decision endpoints remain distinct from chat.

Metric: Accuracy (%). Source: basal.si5.pl. Saturation forecast: Rough model projection: around 2026. 121 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 3.8 Flash (Werdykt Run: native=Gemini%203.8%20Flash; cfg=d6e25ef16f84a68f)99.6
2GPT-6 Luna (Werdykt Run: native=GPT-6%20Luna; cfg=b572761faa59abee)99.6
3pplx-decider-v1.1-27B (Decisions API) (Werdykt Run: native=pplx-decider-v1.1-27b%20%28Decisions%20API%29; cfg=560a4b78e1b7f693)99.6
4Mercury Decide (OpenRouter Decisions API) (Werdykt Run: native=Mercury%20Decide%20%28OpenRouter%20Decisions%20API%29; cfg=cf8e2aa76c100016)99.6
5simple-jev · Qwen3.8-27B (featherless) (Werdykt Run: native=simple-jev%20%C2%B7%20Qwen3.8-27B%20%28featherless%29; cfg=68e523cf6b564737)99.6
6Gemini 3.1 Pro (Preview) (Werdykt Run: native=Gemini%203.1%20Pro%20%28preview%29; cfg=e8ffbba3cfe39393)99.4
7Jev 1.14 (Werdykt Run: native=Jev%201.14; cfg=b99826cc6e3eaa9a)99.4
8pplx-decider-v1-27B (Werdykt Run: native=pplx-decider-v1-27b; cfg=dd1d846fc0af2505)99.4
9Jev 1.13.0 (Werdykt Run: native=Jev%201.13.0; cfg=afcc43417b53c1dd)99.4
10GPT-6.1 Sol (Werdykt Run: native=GPT-6.1%20Sol; cfg=9bc38d71de848a6b)99.2

Interactive version: theaggregate.ai/benchmark?slug=werdykt-v1-category-realdoc · How It Works · Data refreshed daily, snapshot 2026-11-05.