Nicheloom

The opportunity tracker for new startups.

Sources

crypto and prediction market trading bots

Recent window: last 5.3 months (2026-04-28 → 2026-10-05), compared with the prior 5.3 months.

fintech · 182 members · Data as of 2026-10-08

These tools provide automated trading algorithms, AI agents, and execution engines designed for cryptocurrency exchanges and prediction markets like Polymarket and Kalshi. They are primarily used by retail traders, crypto investors, and developers looking to automate strategies, conduct arbitrage, or generate market-making liquidity. Unlike general stock trading platforms or passive portfolio trackers, this cluster centers on automated execution across decentralized finance and event-contract markets.

Metrics

Stage
crowded
Recent count
156
Prior count
7
Total count
182
Momentum
300.00
Attention
0.32
Crowding
0.74
Concentration
0.83
Opportunity
0.44

Opportunity components

Attention
0.32
Low crowding
0.26
Momentum (normalized)
1.00
Low concentration
0.17

Source split

github
27 (0.17)
hn
6 (0.04)
ph
121 (0.78)
yc
2 (0.01)

Dominant source: ph · Divergence: 0.76

Similar niches

Monthly trajectory

Members

Name Source Upvotes ▼ Launched
Fere AI PH 427 2026-05-17
Co-Invest PH 270 2026-06-02
cabbage-trading-machine GITHUB 258 2026-09-24
Cleo Labs PH 246 2026-04-13
Sequence Agentic PH 245 2026-07-01
R0Y PH 207 2026-04-12
Polymarket-Perpetual-Bot GITHUB 182 2026-09-26
Blink AI CFO PH 179 2026-04-23
beebots GITHUB 172 2026-09-25
eth-trading-bot GITHUB 156 2026-10-05
StonkFun-Multi-Wallet-Volume-Bot GITHUB 149 2026-09-15
Pons-v2-Multi-Wallet-Volume-Bot GITHUB 148 2026-09-15
warrenduffer GITHUB 93 2026-09-22
bytex GITHUB 74 2026-10-02
polymarket-prediction-bot GITHUB 60 2026-09-17
Dealta HN 56 2026-01-02
kalshi-trading-bot GITHUB 51 2026-09-17
fomo-robinhood-radar GITHUB 47 2026-09-11
Flipt-Auto-Bot GITHUB 44 2026-09-30
polymarket-perps-bot GITHUB 40 2026-09-23
kalshi-trading-bot GITHUB 40 2026-09-15
Cortex-AI-Crypto-Arbitrage-Bot GITHUB 38 2026-10-04
Standard Signal - Hedge fund where AI researches and executes every trade YC 36 2026-06-01
synpath GITHUB 34 2026-09-28
polymarket-trading-bot-quant-course GITHUB 29 2026-10-05
nyse GITHUB 27 2026-09-15
prediction-market-arbitrage-trading-bot GITHUB 25 2026-09-27
polymarket-prediction-bot GITHUB 24 2026-09-15
cortex-ai-trading-bot GITHUB 23 2026-09-14
auto-trading-bot-pumpfun-solana-V2 GITHUB 21 2026-10-06
shoemoneyx GITHUB 21 2026-09-19
Polymarket-Perpetual-Bot GITHUB 20 2026-09-29
polymarket-btc5m-jev-trading GITHUB 20 2026-09-21
The0 HN 18 2026-07-20
AutoPilotPM GITHUB 18 2026-09-28
Ideate a trading strategy HN 17 2026-06-23
HoodWars PH 17 2026-09-10
On-chain bond market where the issuers are AI agents HN 15 2026-07-17
ai-trading GITHUB 12 2026-09-21
ai-trading-signals-engine GITHUB 12 2026-09-09
Alfa. Killing AI hallucinations with resonance HN 12 2026-08-02
DDNet-AI GITHUB 11 2026-09-23
Donkey — the AI-native trading company YC 9 2026-08-19
-Affiliate-automation-framework GITHUB 8 2026-09-15
Build AI Trading Agents in Cursor/Claude with an MCP Server HN 6 2026-03-27
Sub-microsecond (890 ns) trading execution research system HN 5 2025-12-15
Neverbell, an AI agent that analyzes markets and executes trades HN 5 2026-07-21
An AI built a Solana bonding curve platform for music artists (72h) HN 5 2026-02-23
Polymm HN 5 2026-07-21
heretic - bot mitigation and anti-fraud PH 3 2026-09-06