Built on Trust & Verified Fairness
From RBI-regulated escrow to cryptographic ledgering, NumTrade is engineered to be
verifiable, tamper-proof and compliant by design.
How NumTrade Makes It Fair — Even If You’re Not a Mathematician
NumTrade isn’t a guessing game. Unlike lotteries or casino-style randomness, our system
encourages smart choices and discourages copying others.
You pick a number. So does everyone else. But here’s the twist:
the number with the least total money bet on it wins.
Follow the crowd and you’re less likely to win.
The earlier — and more confidently — you place your bet, the larger your share of the
reward pool. Fair, provable, and powered by smart math.
More Than a Game: A Research-Driven System
NumTrade applies behavioural game theory, decision-making under uncertainty and predictive
allocation mechanisms.
Our round logic draws from:
- Keynesian beauty-contest theory — participants try to out-guess one another.
- Mechanism design — rules incentivise strategy over luck.
- Dynamic weighting — logistic decay & power-law scaling reward early, confident bets.
- Cryptographic data structures — Merkle trees secure round integrity.
A synthesis of applied mathematics, behavioural economics and provable fairness.
By blending real-world finance, academic modelling and open auditability, NumTrade sets
new standards for compliant digital competitions in India.
Merkle Tree Transparency
After every round we compute a Merkle tree of all participant transactions. The root is
sealed into our public ledger, ensuring tamper-evident integrity.
MERKLE_ROOT = MerkleTree([
sha256(tx_1),
sha256(tx_2),
...
]).root
Anyone can verify inclusion using a Merkle proof.
Avoiding the Crowd
Inspired by a Keynesian beauty contest, the
winner is the digit receiving the least total wagers.
\[ n^* = \arg\min_{n \in \{0,1,\dots,9\}} \sum_{i \in B_n} A_i \]
Audited Payouts
Pool splits use stake size & bet timing. Logistic decay blocks
last-second sniping.
\[
C_i = A_i^{\gamma}\!\left(\frac{1}{1+e^{\alpha(t_i/T-0.5)}}\right),\;
P_i = \frac{C_i}{\sum_{j\in W}C_j}\,\text{Pool}
\]
RBI-Compliant Escrow
All INR balances reside in an escrow account with a licensed payment aggregator —
ring-fenced from NumTrade’s operational funds.
Want to audit our systems?
Email
legal@numtrade.in for independent review access.
Read the Technical Paper