Compare what each reviewer receives, how the answer changes and which evidence you can inspect.
Delib.io’s described workflow
Delib.io describes parallel responses from several models followed by a synthesized verdict, with selectable verdict styles and text export.
This describes the provider’s public material checked September 22, 2026. We have not established comparative accuracy from a controlled test.
Pingpong’s workflow
Pingpong passes the original question and earlier answers through a sequence of models. Later passes can agree, correct or reject a premise. The web app exposes earlier responses and supports adjusting the model order.
What to test
Compare the original responses and final synthesis with Pingpong’s sequential passes. Check whether the final answer retains material disagreements.
- Use the same question, source material and decision criteria.
- Record useful corrections and any new errors.
- Check citations and calculations independently.
- Compare the current access terms for the workflow you actually use.
See how Pingpong works, the review methods guide and plans and access.