Unverified50% confidenceBenchmarkExact time
On the 4D replanning benchmark, PUN maintained the lowest runtime at a success rate of 95-100%.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/21/2026
First Seen
Valid until: 1/19/2027
Sources
Related Entities
Related Claims
UnverifiedDifficulty-aware routing reduces LLM calls by 85% on the final price task while closing half of the accuracy gap relative to the pure GPT-4o solution.67% similarUnverifiedFor a task that sequentially calls 5 APIs, even if the success rate of each step is 95%, the overall success rate drops to approximately 77%.65% similarUnverifiedThe median full-cycle tracking deviation is 4.9%, relative to a saturation target of 0.70.64% similarUnverifiedFor a long-running task with a single-run success rate of only 85%, there will be 4–5 failures per month; raising it to 99% results in fewer than 1 expected failure per month, which approaches enterprise-level availability standards.64% similarUnverifiedp95 means that 95% of all measured request latencies fall below that value, reflecting the upper bound of latency experienced by the worst 5% of users.63% similar
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