CapRelay's new Debate Scorecards judge which side of each bull-bear debate has stronger evidence and chart the scores over time
Can LLMs predict how a stock will do? Our testing says it can be difficult.
But can LLMs identify when the story on a stock inflects? Yes. And if you search for inflections, this can lead to interesting opportunities.
In mid-2024, bears had a more coherent argument on Bloom Energy. Hyperscale data center demand was still hypothetical, with a number of challenges standing in the way. By early 2025, as concrete customer wins came in, the advantage flipped to the bulls.
The stock has since 10x'd.
You already know CapRelay has proprietary, buy-side quality bull-bear debates over time for every US-listed company.
Now, we score each debate for which side has better evidence and chart those scores over time.
This doesn't necessarily predict where the stock will go. But it can highlight inflections in the story, like Bloom Energy's data center demand moving from concept to reality.
These scorecards are also useful for deciding which ideas deserve deeper work. At a glance, you can now see the key tension points for any stock and how the evidence leans.
Debate Scorecards are now live across CapRelay and appear as Debate Scorecard in the company-page sidebar. You can also access the data in Claude or ChatGPT via CapRelay's MCP, giving your agent a proprietary, foundational understanding of every company.
See a video demo in our LinkedIn post.
Start a free trial and see our Debate Scorecards for yourself in minutes.