Nicheloom

Market intelligence for builders — see what's gaining traction before it's crowded.

NegativeEV

I built a tool to help people see how bad their bets are

Details

External ID
49113999
Source
HN
Company
—
Product
NegativeEV
Website domain
negativeev.com
Launched
July 30, 2026
Cohort
—
Upvotes
6
Upvotes percentile
0.2873357228195938
Tags
—
Fetched at
Sept. 10, 2026, 5:32 a.m.
Updated at
Sept. 10, 2026, 5:32 a.m.

Enrichment

Theme
Vertical
Fintech
Function
Analytics & BI
Audience
B2C
AI stance
Not AI
Project type
Commercial product
Normalized one-liner
betting analysis tool
Manually corrected
False

Could you build this?

Partial While the web app, OCR/text input, and expected value comparison UI are straightforward, running accurate thousands of play-by-play full-game sports simulations requires calibrated quantitative models and proprietary historical sports data.

What it would actually take: The architecture requires an OCR service (e.g., GPT-4o or Tesseract) to parse bet slips, coupled with a simulation engine built in Python/C++ running Monte Carlo game state transitions for major sports leagues. The hardest part is sourcing licensed play-by-play event feeds and training realistic, calibrated team/player predictive models that accurately simulate game distributions rather than naive stat lookups.

Discussion

5 comments analyzed.

Concerns raised: Tool's purpose unclear to casual users without domain knowledge, Heavy use of unexplained abbreviations and jargon, Unclear target audience and positioning on front page, Prediction accuracy is inherently limited in sports betting

Feature requests: Clearer explanation of what the tool does upfront, Better onboarding for non-heavy users/casuals, Reduce unexplained abbreviations in examples and documentation

Competitors

Other products that read as similar to this one — 215 launches clear the similarity bar, closest 8 shown.

Attention rank: #142 of 216 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 274 days after the earliest competitor.

Other launches for this product

Same idea, different domain

Nobody's really built a analytics & bi tool for Legal yet.