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GLM 5.3 Flash plus Jev hybrid plays Halite 2 strategy game

Sentdex tested a hybrid where GLM handles strategic judgment and Jev handles ship-by-ship execution, getting 13x speed, 56% of the pure GLM API cost and slightly better performance.

Harrison Kinsley
@SentdexArchived 2026.09.21Originally posted 2026.09.21
Harrison Kinsley @SentdexOriginally posted 2026.09.21
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GLM 5.3 Flash vs Hybrid (GLM 5.3 Flash + Jev) on a turn-based strategy game (Halite 2) The hybrid approach is 13x faster, 56% of the pure GLM 5.3 Flash API cost, and gains a slight edge in performance. In the hybrid approach: -GLM 5.3 Flash handles strategic judgment of which planets matter, who expands, who fights, when to re-plan. -Jev handles the ship-by-ship execution. GLM 5.3 Flash alone defeats Jev alone 82% of the time. This is obviously just a single example and some of the first things I've tried to make use of Jev as an augmentation to an LLM. Could potentially make even more gains in cost, speed, and performance, but using what I've figured out here, I am compelled to try some ideas with robotics next.

This post quotes another post: x.com/sentdex/status/2101766772298854419

x.com/sentdex/status/2101828851458293827Archived 2026.09.21 10:13