GPT-6 Astra vs GPT-5.6 Sol: benchmark on 50 real PRs, looking for feedback on the methodology
Summary
Benchmarked GPT-6 Astra vs GPT-5.6 Sol on 50 real PRs, finding Sol detected more bugs while Astra had higher precision and lower latency. Feedback is sought for future evaluations.
We benchmarked GPT-6 Astra vs GPT-5.6 Sol across 50 real PRs from Cal, Sentry, Discourse, Keycloak and Grafana. Sol found 107 confirmed bugs vs 91 for Astra, while Astra had higher precision and lower latency. Every finding was independently verified. We’re doing Fable vs Opus next week, so would appreciate feedback on the evaluation before we run the next one. Dropping the link in the comments if anyone wants to check it out. https://preview.redd.it/6hkugycb6poh1.png?width=1080&format=png&auto=webp&s=073833238182e2e36e04a9c8c39f90627adb28b9
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