AI Investing Agent Leaderboard
Every open-source agent framework we track, ranked by objective GitHub metrics. Choose a metric to re-sort. Momentum is stars gained in the last 30 days as a share of the stars the project had 30 days ago.
- 01TradingAgents
US equities
- Total stars
- 110.6k
- Stars gained · 7d
- +889
- Stars gained · 30d
- +6,452
- Momentum · 30d
- +6.2%
- Forks
- 21.3k
- Last push
- 8 days ago
- 02Daily Stock Analysis
China A-shares · Hong Kong · US equities · Japan · Korea · Taiwan
- Total stars
- 66.2k
- Stars gained · 7d
- +322
- Stars gained · 30d
- +1,489
- Momentum · 30d
- +2.3%
- Forks
- 55.1k
- Last push
- today
- 03AI Hedge Fund
US equities
- Total stars
- 63.9k
- Stars gained · 7d
- +115
- Stars gained · 30d
- +780
- Momentum · 30d
- +1.2%
- Forks
- 11.2k
- Last push
- 9 days ago
- 04Vibe-Trading
China A-shares · Hong Kong · US equities · Crypto · Futures · FX
- Total stars
- 35.2k
- Stars gained · 7d
- +559
- Stars gained · 30d
- +2,124
- Momentum · 30d
- +6.4%
- Forks
- 5.7k
- Last push
- yesterday
- 05TradingAgents-CN
China A-shares · Hong Kong · US equities
- Total stars
- 32.2k
- Stars gained · 7d
- +119
- Stars gained · 30d
- +620
- Momentum · 30d
- +2.0%
- Forks
- 6.7k
- Last push
- 19 days ago
- 06AI-Trader
US equities · Crypto · Prediction markets
- Total stars
- 22.7k
- Stars gained · 7d
- +108
- Stars gained · 30d
- +588
- Momentum · 30d
- +2.7%
- Forks
- 3.4k
- Last push
- 4 months ago
- 07RD-Agent
China A-shares · US equities
- Total stars
- 14.9k
- Stars gained · 7d
- +57
- Stars gained · 30d
- +334
- Momentum · 30d
- +2.3%
- Forks
- 2.0k
- Last push
- 5 days ago
- 08NOFX
Crypto · US equities · FX · Commodities
- Total stars
- 13.0k
- Stars gained · 7d
- +50
- Stars gained · 30d
- +211
- Momentum · 30d
- +1.6%
- Forks
- 3.1k
- Last push
- 7 days ago
- 09QuantDinger
Crypto · US equities
- Total stars
- 12.7k
- Stars gained · 7d
- +238
- Stars gained · 30d
- +1,242
- Momentum · 30d
- +10.9%
- Forks
- 2.6k
- Last push
- 2 days ago
- 10FinRobot
US equities
- Total stars
- 8.2k
- Stars gained · 7d
- +68
- Stars gained · 30d
- +256
- Momentum · 30d
- +3.2%
- Forks
- 1.4k
- Last push
- 13 days ago
Showing 10 of 20 projects
| # | Project | TrendTrend · 30d | |||||
|---|---|---|---|---|---|---|---|
| 01 | TradingAgents US equities | 110.6k | +889 | +6,452 | 6.2% | 21.3k | |
| 02 | Daily Stock Analysis China A-shares · Hong Kong · US equities · Japan · Korea · Taiwan | 66.2k | +322 | +1,489 | 2.3% | 55.1k | |
| 03 | AI Hedge Fund US equities | 63.9k | +115 | +780 | 1.2% | 11.2k | |
| 04 | Vibe-Trading China A-shares · Hong Kong · US equities · Crypto · Futures · FX | 35.2k | +559 | +2,124 | 6.4% | 5.7k | |
| 05 | TradingAgents-CN China A-shares · Hong Kong · US equities | 32.2k | +119 | +620 | 2.0% | 6.7k | |
| 06 | AI-Trader US equities · Crypto · Prediction markets | 22.7k | +108 | +588 | 2.7% | 3.4k | |
| 07 | RD-Agent China A-shares · US equities | 14.9k | +57 | +334 | 2.3% | 2.0k | |
| 08 | NOFX Crypto · US equities · FX · Commodities | 13.0k | +50 | +211 | 1.6% | 3.1k | |
| 09 | QuantDinger Crypto · US equities | 12.7k | +238 | +1,242 | 10.9% | 2.6k | |
| 10 | FinRobot US equities | 8.2k | +68 | +256 | 3.2% | 1.4k | |
| 11 | OpenAlice US equities · Crypto · FX · Commodities | 7.3k | +75 | +270 | 3.9% | 1.1k | |
| 12 | CloddsBot Prediction markets · Crypto | 3.0k | +73 | +906 | 44.2% | 354 | |
| 13 | ATLAS US equities | 2.3k | +8 | +147 | 6.8% | 417 | |
| 14 | AI Market Maker (AIMM) Crypto | 2.1k | +6 | +31 | 1.5% | 303 | |
| 15 | LangAlpha US equities | 1.8k | +16 | +89 | 5.2% | 299 | |
| 16 | TradeMemory Protocol Agent memory · Audit trail | 1.4k | +4 | +16 | 1.1% | 168 | |
| 17 | ALTA US equities · Hong Kong · China A-shares | 1.1k | +148 | +875 | 392.4% | 130 | |
| 18 | FinMem US equities | 963 | +3 | +10 | 1.0% | 195 | |
| 19 | Kalshi AI Trading Bot Prediction markets | 614 | +14 | +40 | 7.0% | 198 | |
| 20 | Hummingbot Condor Crypto | 226 | +10 | +47 | 26.3% | 109 |
What the columns mean
- Stars — current stargazer count from the GitHub API.
- Stars · 7d / 30d — stars gained over the trailing window (source: OSSInsight star history). A dash means no history covers the window yet.
- 30d momentum — 30-day gain divided by the star count 30 days ago. It rewards small, fast-growing projects.
- Forks, last push — straight from GitHub. A project nobody pushes to is a project nobody maintains.
What this leaderboard is not
Stars measure attention, not returns. None of these numbers say whether an agent makes money, and several of the most-starred projects explicitly describe themselves as research or education. We publish our own audits and experiments separately, and we do not have an opinionated score yet; when we add one, its formula will be on the methodology page first.