Forecasting Research Institute × LEAP

Longest 80%-Reliable AI Task Length (METR)

Longest 80%-Reliable AI Task Length (METR)

By the end of 2026, experts expect the best AI to reliably handle tasks that take a person about 3.4 hours.

Bars show the median forecast for 2026.

Our Analysis

How do we interpret these results

The median forecaster across all groups expects the longest METR 80% time horizon by the end of 2026 will be over 3 hours (3.4, 3, and 3.5 for experts, the public, and superforecasters respectively), up from the baseline of 1.5 hours by Gemini 3.1 (Pro) on METR at the time of this survey. Experts and superforecasters assign a 25% chance of the time horizon reaching roughly 2.1 hours and a 75% chance of it reaching more than 5.5 hours by the end of 2026. On May 8, 2026, toward the end of the survey, METR updated the benchmark to include Anthropic’s Mythos preview model, with an estimated 80%-time horizon of 3 hours 6 minutes (95% CI: 1h 37m – 6h 39m), already in the range of the median forecast.

Forecasts by group

Median forecasts from each group

group2026
Experts
3.4 hrs
Superforecasters
3.5 hrs
Public
3 hrs

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