Gemini 4 Argon 真实代码库修 bug 实测失败，Opus 5.5 成功
开发者给 Argon 一个真实工作 bug 并指出相关文件，它仍翻查 30 多个无关文件，还编造出不存在的数据库索引列；同一任务 Opus 5.5 修好了。
GEMINI 4 ARGON JUST FAILED THE TEST THAT ACTUALLY MATTERS !!!!! Not the benchmark Not the leaderboard Real-world coding... A developer gave Argon a genuine work bug and even pointed it toward the files where the issue was likely hiding Argon still went through 30+ irrelevant files 😭 Then it got worse… It confidently reported a database index column that literally didn’t exist 💀 Same task with Opus 5.5? Fixed. And this is exactly why I’m skeptical of benchmark hype A model can top every leaderboard But if it confidently invents things inside a real codebase, developers stop trusting it FAST Argon might be insanely powerful But power without reliability is a dangerous combination Maybe the real benchmark is simple: Can I trust you with my codebase? 👀