Alibaba's open code review beats claude code on its own benchmark with a ninth of the tokens, then…
alibaba's open code review beats claude code on its own benchmark with a ninth of the tokens, then an independent run scored about 12 percent precision. the gap between vendor benchmarks and outside verification is the real story.
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The air is now being asked to keep its own ledger
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