Unverified50% confidenceBenchmarkExact time
In complex agent tasks, V4.1 Flash tends to exceed the tool-call limit, with a relatively high over-limit rate.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/11/2026
First Seen
Valid until: 1/9/2027
Sources
Related Entities
Related Claims
UnverifiedThe asymmetric input-output architecture of V4.1 Flash is designed to align with the distribution pattern in Agent tasks where input tokens far outnumber output tokens, thereby reducing overall inference costs.77% similarUnverifiedV4.1 Flash surpasses V4 Pro on agent coding benchmarks and overtakes competing products in the same tier.77% similarUnverifiedThe reason V4.1 Flash's total cost increased is that it tends to spawn more sub-Agents in complex tasks; in the benchmark, two problems cumulatively spawned 37 sub-Agents and burned through more than one million tokens.76% similarUnverifiedFrom 3.7 Flash to 3.8 Flash, significant improvements have been achieved in three major areas: software engineering capabilities, agentic tasks, and multi-step reasoning.74% similarUnverifiedCompared to the old Flash model, V4.1 Flash has more comprehensive capabilities and more accurate recognition, but takes longer and costs more per session.74% similar
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