algorithmic trading bots and platforms
Recent window: last 5.1 months (2026-04-24 → 2026-09-27), compared with the prior 5.1 months.
These products provide autonomous bots, AI agents, and infrastructure for executing automated strategies across equities, crypto, and prediction markets. They are used by retail traders, quant investors, and Web3 market participants looking to optimize trade execution and market intelligence. Unlike general portfolio trackers or standard exchanges, this cluster centers on automated execution engines, algorithmic strategies, and high-frequency trading tools.
Metrics
- Stage
- crowded
- Recent count
- 139
- Prior count
- 36
- Total count
- 195
- Momentum
- 286.11
- Attention
- 0.47
- Crowding
- 0.75
- Concentration
- 0.84
- Opportunity
- 0.46
Opportunity components
- Attention
- 0.47
- Low crowding
- 0.25
- Momentum (normalized)
- 0.97
- Low concentration
- 0.16
Monthly trajectory
Source split
- github
- 49 (0.35)
- hn
- 29 (0.21)
- ph
- 29 (0.21)
- yc
- 32 (0.23)
Dominant source: github · Divergence: 0.14
Similar themes
- AI agents for business operations (0.71)
- enterprise AI automation (0.70)
- revenue optimization and billing analytics (0.56)
- ai agent infrastructure and tooling (0.56)
- AI trading bots and financial intelligence (0.56)
- desktop AI assistants and agent platforms (0.54)
- autonomous agent research and evaluation (0.53)
- developer tools for ai agents (0.48)