microsoft/LightGBM Alternatives
Safer and better-maintained options, ranked by Nerq Trust Score. Updated 2026-09-12.
microsoft/LightGBM has a Nerq Trust Score of 63 (C). A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tas...
| # | Name | Trust | Grade | Stars | Key Difference |
|---|---|---|---|---|---|
| 1 | Giskard-AI/giskard-oss | 82 | A | 5.1k | Higher trust (82 vs 63) |
| 2 | Dicklesworthstone/agentic_coding_flywheel_setup | 78 | B | 1.3k | Higher trust (78 vs 63) |
| 3 | RLinf/RLinf | 78 | B | 2.5k | Higher trust (78 vs 63) |
| 4 | UnicomAI/wanwu | 78 | B | 4.1k | Higher trust (78 vs 63) |
| 5 | vibium | 77 | B | 2.7k | Higher trust (77 vs 63) |
| 6 | yamadashy/repomix | 76 | B | 22.0k | Higher trust (76 vs 63); More stars |
| 7 | InternLM/xtuner | 76 | B | 5.1k | Higher trust (76 vs 63) |
| 8 | MemMachine/MemMachine | 76 | B | 4.4k | Higher trust (76 vs 63) |
| 9 | JudgmentLabs/judgeval | 76 | B | 1.0k | Higher trust (76 vs 63) |
| 10 | ruvnet/claude-flow | 76 | B | 14.4k | Higher trust (76 vs 63) |
| 11 | MODSetter/SurfSense | 76 | B | 13.1k | Higher trust (76 vs 63) |
| 12 | AgentEra/Agently | 76 | B | 1.5k | Higher trust (76 vs 63) |
| 13 | microsoft/ai-agents-for-beginners | 75 | B | 51.9k | Higher trust (75 vs 63); Much larger community |
| 14 | openclaw/openclaw | 75 | B | 218.2k | Higher trust (75 vs 63); Much larger community |
| 15 | faisalman/ua-parser-js | 75 | B | 10.1k | Higher trust (75 vs 63) |
Compare
- microsoft/LightGBM vs Giskard-AI/giskard-oss
- microsoft/LightGBM vs Dicklesworthstone/agentic_coding_flywheel_setup
- microsoft/LightGBM vs RLinf/RLinf
- microsoft/LightGBM vs UnicomAI/wanwu
- microsoft/LightGBM vs vibium
FAQ
What are the best alternatives to microsoft/LightGBM?
The top alternatives based on Nerq Trust Score are listed above, all independently evaluated for security and reliability.
Is it safe to switch from microsoft/LightGBM?
Check each alternative's safety report by clicking its name. Trust scores above 70 indicate strong reliability.
How does Nerq rank microsoft/LightGBM alternatives?
Alternatives are ranked by Trust Score v2, combining security, maintenance, documentation, and community signals.