Only two labs occupy the Time per Task Pareto frontier: all frontier models unde
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ArtificialAnlys
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ArtificialAnlys
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Terms in this piece · Glossary
AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.
Why it matters
Latency per task is a first-class constraint in interactive AI agentAn AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.Full definition → loops, and knowing the intelligence-versus-time frontier is split cleanly between two labs is directly actionable for model selection.
Transcript
Only two labs occupy the Time per Task Pareto frontier: all frontier models under two minutes are from OpenAI, and four of the six above are from Anthropic
We show the tradeoff between the Artificial Analysis Intelligence Index and how long it takes models to complete a https://t.co/yXjHYDCzrI
postQwen3.8 Max costs $1.14 per Intelligence Index task, more than double Qwen3.7 Ma
postQwen3.8 Max scores 1739 Elo on GDPval-AA, ahead of Kimi K3 (1685), effectively t
postAlibaba's Qwen3.8 Max scores 56 on the Artificial Analysis Intelligence Index at
postAA-Omniscience regresses 10 points from Qwen3.7 Max (+14 to +4), reversing its p
