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BondStats CFE-01
Reconstruct the market move — then measure what remains.
BondStats CFE-01 is a counterfactual market reconstruction engine for fixed-income analysis. Instead of simply displaying what markets did, CFE-01 estimates the market move implied by observable financial drivers across multiple model horizons and compares that reconstruction with reality. The difference becomes a Residual Vector.
I built CFE-01 around a question that kept bothering us: how much of a market move can actually be reconstructed from the financial conditions surrounding it?
Most market tools stop at what happened. CFE-01 builds a counterfactual market state from multiple model horizons, compares it with the observed move, and isolates the residual that remains.
From there, you can examine driver ablation, structural novelty, historical residual behavior, uncertainty, and potential unknown-driver candidates.
An important distinction: the residual is not automatically “mispricing,” fair value, or a forecast. It is simply the part of the observed move the reconstruction did not capture.
We also wanted this to feel like an actual research instrument rather than another financial dashboard, so the interface was designed specifically around the reconstruction process.
Decompose. Reconstruct. Understand.
I’d especially love feedback on what you would want to investigate next with a counterfactual engine.
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About BondStats CFE-01 on Product Hunt
“Reconstruct the market move — then measure what remains.”
BondStats CFE-01 was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #131 on the daily leaderboard. BondStats CFE-01 is a counterfactual market reconstruction engine for fixed-income analysis. Instead of simply displaying what markets did, CFE-01 estimates the market move implied by observable financial drivers across multiple model horizons and compares that reconstruction with reality. The difference becomes a Residual Vector.
BondStats CFE-01 was featured in Fintech (47.6k followers), Investing (26.8k followers) and Money (4.7k followers) on Product Hunt. Together, these topics include over 33.7k products, making this a competitive space to launch in.
Who hunted BondStats CFE-01?
BondStats CFE-01 was hunted by BondStats. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
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