Physix Frontier · News Briefing Card (TMTPost · Sep 21, 2026)

Figure's Helix 2.5 hits 56% success in untrained homes

KEY FACTS

Figure released the Helix 2.5 system, with robots performing tasks such as tidying toys, folding towels, and making beds in 30 unfamiliar households.
Test results showed a complete task success rate of 56%, based on internal evaluations that count any human intervention as a failure.
The introduction of Index pretraining boosted task success rates from 9% to 56% in controlled experiments, significantly enhancing cross-scenario generalization.
Previously, Figure logged 1,250 hours at BMW factories moving over 90,000 parts, now pivoting to home environments to validate versatility.

KEY DATA

56%Task Success Rate

30Tested Households

$39BSeries C Valuation

1,250 hoursBMW Factory Runtime

PHYSIX OBSERVATION

Figure’s shift from structured workshops to unstructured homes validates the deployment potential of general-purpose embodied AI. While the 56% success rate falls short of commercial standards, zero-shot generalization is a critical signal for reducing deployment costs. Unlike Tesla’s manufacturing advantage, Figure is building barriers through proprietary models and large-scale human video data, attempting to prove its tech stack’s adaptability in complex dynamic environments—a watershed moment for whether humanoid robots can truly enter the consumer market.

Source: TMTPost report