Unverified50% confidenceBenchmarkExact time
In a test of 60 everyday prompts, GreenRoute kept 35 (58%) on the device, agreeing with manual annotation on 57/60, with all three disagreements leaning toward safely sending the request to the cloud.
1
Sources
50%
Confidence
Long-term
Relevance
10/14/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedOn the 35 prompts that the router kept local, Llama 3.2 1B's answers were judged acceptable 30 times (86%, average 4.4/5); on the 23 text prompts sent to the cloud, the same model was acceptable only 4 times (17%, average 2.0/5).60% similarUnverifiedAcross three option orderings combined, Kev scored 74/90 and Laya scored 33/90; Kev had 4 messages and Laya had 5 messages where results changed with the option order.58% similarUnverifiedIn EvoMap's benchmark test, sub-agents actually found 373 correct answers, but after the main agent merged the results, only 217 were retained in the final output.58% similarUnverifiedThe intelligent routing solution passes 9/12 (75%) tasks and Opus passes 11/12 (92%); of the three failures, two unit test tasks and one QA task were routed to Claude Haiku 5.5, whose responses exceeded the 8,000-token limit.57% similarUnverifiedOn the same 100 samples, the GraphSAGE graph neural network baseline correctly classified 67 samples, outperforming Gemma 4 31B's 55.57% similar
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