Read the market
before you finish the headline.
FinSense scores financial text as bullish, bearish, or neutral in 42 microseconds — on your own device, in four languages, with no cloud round-trip and no one watching your queries.
A sentiment model that lives on your hardware.
DeBERTa-v3, distilled to the edge. Three-class financial sentiment — accurate, private, instant.
Runs locally as a 2.48 MB ONNX model — phone, desktop, or server. No round-trip, no rate limit, no per-call fee.
Nothing is sent to a third party. The headline you score never leaves your hardware.
A REST API for teams that want it server-side — same model, same numbers, on your infrastructure.
English, Spanish, Chinese, and Japanese — trained per-language, not machine-translated.
Measured, not claimed.
Three public benchmarks. Real numbers.
99.91% with 8-vote · 2,264 samples
bullish / bearish / neutral · 2,388
headlines + microblogs · 961
Put FinSense to work.
On-device or API. Tell us your use case and we’ll get you set up — start free, deploy on your own hardware when you’re ready.
admin@constantqj.com