Vals AI VoiceCodeBench: leaderboard

VoiceCodeBench (Vals AI) — speech-to-text on English workplace speech that carries exact structured values (URLs, email addresses, file paths, shell commands); Task Success Rate is the share of recordings where every target entity came back exactly right.

Metric: Task Success Rate (%). Source: www.vals.ai. Saturation forecast: Around January 2027. 20 models tracked.

Top models

#ModelScoreOverall rank
1Whisper Large-v354.33#1272

No result here: #4 Claude Opus 5.5, #6 GPT-6 Astra, #7 Gemini 4 Argon.

Interactive version: theaggregate.ai/benchmark?slug=vals-ai-voicecodebench · How It Works · Data refreshed daily, snapshot 2026-10-21.