Investment Journey Simulator
Simulate how real-life decisions reshape long-term wealth
Details
- External ID
- 1248005
- Source
- PH
- Company
- —
- Product
- Investment Journey Simulator
- Website domain
- producthunt.com
- Launched
- Sept. 26, 2026
- Cohort
- —
- Upvotes
- 4
- Upvotes percentile
- 0.9231879409878126
- Tags
- Open Source, Fintech, Investing, GitHub
- Fetched at
- Sept. 28, 2026, 1:01 a.m.
- Updated at
- Sept. 28, 2026, 1:01 a.m.
Description
Investment Journey Simulator is an open-source Python + Streamlit tool for modelling how real-life decisions change long-term investment outcomes. Simulate SIPs, step-ups, pauses, lump sums, withdrawals, rebalancing, inflation, taxes, historical scenarios and Monte Carlo paths. Compare complete journeys and use Shapley-based attribution to explain which decisions created the difference. It does not predict markets or recommend investments.
Enrichment
- Theme
- financial intelligence and trading tools
- Vertical
- Fintech
- Function
- Analytics & BI
- Audience
- B2C
- AI stance
- Not AI
- Project type
- Commercial product
- Normalized one-liner
- wealth simulation tool for personal financial planning
- Manually corrected
- False
Could you build this?
Yes The tool is an open-source Python Streamlit app using standard financial math formulas, NumPy, and Pandas to simulate Monte Carlo paths and cash flows.
Competitors
Other products that read as similar to this one — 106 launches clear the similarity bar, closest 8 shown.
Attention rank: #6 of 107 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 324 days after the earliest competitor.
- Portfolio simulator using trend-following indicators and rebalance API · hn · 2026-06-13 · 5 upvotes · similarity 0.50
- Ifso · hn · 2026-08-25 · 5 upvotes · similarity 0.50
- cash-flow-forecasting · github · 2026-09-24 · 18 upvotes · similarity 0.48
- Hindsight Simulator · hn · 2026-04-10 · 12 upvotes · similarity 0.47
- I made a simulator for personal finance (5 year update) · hn · 2026-05-03 · 7 upvotes · similarity 0.47
- SaaS Economics Simulator · ph · 2026-09-18 · 1 upvotes · similarity 0.46
- Long-Term Index Investing · ph · 2026-09-22 · 1 upvotes · similarity 0.46
- Free retirement simulators (Monte Carlo and tax-aware planning) · hn · 2025-11-12 · 8 upvotes · similarity 0.45
Other launches for this product
- No other launches for this product.
Same idea, different domain
Nobody's really built a analytics & bi tool for Legal yet.