Hummingbot Alternatives
Safer and better-maintained options, ranked by Nerq Trust Score. Updated 2026-08-22.
Hummingbot has a Nerq Trust Score of 45 (E). Automated multi-exchange cryptocurrency trading framework.
| # | Name | Trust | Grade | Stars | Key Difference |
|---|---|---|---|---|---|
| 1 | TauricResearch/TradingAgents | 82 | A | 30.3k | Higher trust (82 vs 45); Much larger community |
| 2 | ZhuLinsen/daily_stock_analysis | 82 | A | 14.5k | Higher trust (82 vs 45); Much larger community |
| 3 | ValueCell-ai/valuecell | 77 | B | 9.2k | Higher trust (77 vs 45); Much larger community |
| 4 | rgoerwit/ai-investment-agent | 76 | B | 58 | Higher trust (76 vs 45); More stars |
| 5 | AITaxAgentW2 | 75 | B | - | Higher trust (75 vs 45) |
| 6 | StockQuotes.MCP | 74 | B | 6 | Higher trust (74 vs 45) |
| 7 | bnb-agents | 73 | B | 22 | Higher trust (73 vs 45) |
| 8 | coin-pilot | 73 | B | - | Higher trust (73 vs 45) |
| 9 | FintechMarketThesisGenerator | 73 | B | - | Higher trust (73 vs 45) |
| 10 | Stock-prediction-model | 73 | B | - | Higher trust (73 vs 45) |
| 11 | RapidApi_Booking_Project | 73 | B | - | Higher trust (73 vs 45) |
| 12 | eata | 73 | B | - | Higher trust (73 vs 45) |
| 13 | imbue-bit/AlphaGPT | 73 | B | 1.8k | Higher trust (73 vs 45); Much larger community |
| 14 | jacob-nfa | 73 | B | - | Higher trust (73 vs 45) |
| 15 | openclaw-custom | 73 | B | - | Higher trust (73 vs 45) |
Compare
- Hummingbot vs TauricResearch/TradingAgents
- Hummingbot vs ZhuLinsen/daily_stock_analysis
- Hummingbot vs ValueCell-ai/valuecell
- Hummingbot vs rgoerwit/ai-investment-agent
- Hummingbot vs AITaxAgentW2
FAQ
What are the best alternatives to Hummingbot?
The top alternatives based on Nerq Trust Score are listed above, all independently evaluated for security and reliability.
Is it safe to switch from Hummingbot?
Check each alternative's safety report by clicking its name. Trust scores above 70 indicate strong reliability.
How does Nerq rank Hummingbot alternatives?
Alternatives are ranked by Trust Score v2, combining security, maintenance, documentation, and community signals.