This example highlights the different models in their ability to perform library search and answer.
A PDF of the 2024 D&D Player's Handbook was in the Library.
Summary
3.1 Pro
3 Flash
3.1 Flash Lite
2.5 Flash
Speed
34.1s
36.7s
11.5s
50.9
Credits
5
1
1
1
Based on the below results and the quality of answers we believe 3.1 Flash Lite performs the best if you need quick answers to straight up qusetions.
As the search becomes more complex we recommend 3 Flash or 3.1 Pro.
Gemini 3.1 Pro
Results
Speed: 34.1s
Credits: 5
Answer
Gemini 3 Flash
Results
Speed: 36.7s
Credits: 1
Answer
Gemini 3.1 Flash Lite
Results
Speed: 11.5s
Credits: 1
Answer
Gemini 2.5 Flash
Results
Speed: 50.9s
Credits: 1
Answer
More fun at the table, less fuss around it
The tavern falls quiet. You spent all week on this villain: the scarred voice, the secret letter, the slow reveal in the final act. Your players have other plans. They have just set fire to the only bridge out of town, the paladin is deep in an argument with a goat, and the rogue has quietly pocketed the letter that was supposed to unravel everything. Somewhere across the river, your villain stands alone in the rain, waiting for an entrance that will never come. The bard leans back, grinning. Four faces turn to you.