Event ·Multi-source

开发者实测：astra 仍是 code review 最强模型，但 token 消耗偏高

开发者 vikingmute 分享用 astra 审查一个老项目的经历，称挖出多个高危漏洞。Theo - t3.gg 也认为 astra 是目前最好的 review 模型，胜在足够彻底。不过评论指出除纯代码外，astra 在风格等多数方面不如 opus，且 token 消耗速度偏快。

Current read

做 code review 可以试试 astra，多位开发者公认最彻底，能挖出高危漏洞，就是费 token。

11 sources63° AI heatLast updated 2026/9/25 14:10:49

Evidence

11 sources

Primary sourceViking

2026/9/25 14:10:49View source

Related source 1Tw93

2026/9/26 10:09:26View source

Related source 2lmarena.ai

2026/9/24 13:14:19View source

Related source 3宝玉

2026/9/24 01:59:35View source

Related source 4Yuchen Jin

2026/9/24 17:13:51View source

Related source 5arXiv cs.AI

2026/9/24 17:53:35View source

Related source 6Jerry Liu

2026/9/25 04:30:55View source

Related source 7SuperTechFans

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Related source 8IT之家

2026/9/24 07:22:21View source

Related source 9Teortaxes

2026/9/24 13:43:54View source

Related source 10歸藏(guizang.ai)

2026/9/24 15:43:21View source

Conflict check

Dedup data only shows that these sources discuss the same event, not that they agree. There is no structured supporting or refuting evidence yet, so no conflict is inferred automatically.

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