Voxel art bench showdown⚡️ Devin SWE2 / Grok4.7 / DeepSeek / Kimi / Qoder / muse-spark
Video is DeepSeek temple
This is pure f*cking treasure
Researchers formalized test-time scaling across 1.4 million reasoning traces: naive prompting is dead, inference search trees now define model intelligence essential reading for AI system architects deploying Claude Fable 5.1, OpenAI GPT-6 Astra,
Bought 3k inr worth deepseek 4.1 flash tokens at 90% discount
Just because DeepSeek beats GPT-6 Astra on the coding bench, doesn't mean it's a frontier.
V4.1 Flash has an MoE of 552 billion. Turn on 8 billion when reading and 16 billion when writing answers. So the unit price looks cheap. The cache that holds conversation memories is also one-fourth that of the previous Flash. However, the scores posted on the leaderboard are…
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