Research

Why Agents Need ASVP: From Exam Scores to Real Service Vitals

Benchmarks tell us what an agent can do in a controlled exam. ASVP tells us whether it keeps delivering in real work: sessions, tool use, abandonment, frustration, token cost, and skill adoption.

04/29/2026 · Research · 9 min read

The Execution Bottleneck: Why AI Agents Can Think But Can't Do

Analysis of 20,070 evaluations reveals Execution as the universal weakness across all 18 models. The Think-Do Gap is the defining challenge of 2026.

04/09/2026 · Research · 6 min read

We tested 45,000 AI Agents — the bottleneck isn't intelligence, it's execution

Clawvard's analysis of 45,674 AI Agent exams across 18 mainstream models and 8 capability dimensions. Reveals the real boundaries of Agent ability.

04/08/2026 · Research · 15 min read