roboflow/maestro Alternatives
Safer and better-maintained options, ranked by Nerq Trust Score. Updated 2026-03-19.
roboflow/maestro has a Nerq Trust Score of 71 (B). streamline the fine-tuning process for multimodal models: PaliGemma 2, Florence-2, and Qwen2.5-VL
| # | Name | Trust | Grade | Stars | Key Difference |
|---|---|---|---|---|---|
| 1 | Giskard-AI/giskard-oss | 91 | A+ | 5.1k | Higher trust (91 vs 71); More stars |
| 2 | mlflow/mlflow | 87 | A | 24.7k | Higher trust (87 vs 71); Much larger community |
| 3 | MemMachine/MemMachine | 87 | A | 4.4k | Higher trust (87 vs 71); More stars |
| 4 | RLinf/RLinf | 87 | A | 2.5k | Higher trust (87 vs 71) |
| 5 | UnicomAI/wanwu | 87 | A | 4.1k | Higher trust (87 vs 71); More stars |
| 6 | yamadashy/repomix | 87 | A | 22.0k | Higher trust (87 vs 71); Much larger community |
| 7 | MODSetter/SurfSense | 87 | A | 13.1k | Higher trust (87 vs 71); Much larger community |
| 8 | AgentEra/Agently | 86 | A | 1.5k | Higher trust (86 vs 71) |
| 9 | microsoft/ai-agents-for-beginners | 86 | A | 51.9k | Higher trust (86 vs 71); Much larger community |
| 10 | InternLM/xtuner | 86 | A | 5.1k | Higher trust (86 vs 71); More stars |
| 11 | Dicklesworthstone/agentic_coding_flywheel_setup | 86 | A | 1.2k | Higher trust (86 vs 71) |
| 12 | JudgmentLabs/judgeval | 86 | A | 1.0k | Higher trust (86 vs 71) |
| 13 | ruvnet/claude-flow | 86 | A | 14.4k | Higher trust (86 vs 71); Much larger community |
| 14 | MervinPraison/PraisonAI | 86 | A | 5.6k | Higher trust (86 vs 71); Much larger community |
| 15 | phodal/auto-dev | 85 | A | 4.4k | Higher trust (85 vs 71); More stars |
Compare
- roboflow/maestro vs Giskard-AI/giskard-oss
- roboflow/maestro vs mlflow/mlflow
- roboflow/maestro vs MemMachine/MemMachine
- roboflow/maestro vs RLinf/RLinf
- roboflow/maestro vs UnicomAI/wanwu
FAQ
What are the best alternatives to roboflow/maestro?
The top alternatives based on Nerq Trust Score are listed above, all independently evaluated for security and reliability.
Is it safe to switch from roboflow/maestro?
Check each alternative's safety report by clicking its name. Trust scores above 70 indicate strong reliability.
How does Nerq rank roboflow/maestro alternatives?
Alternatives are ranked by Trust Score v2, combining security, maintenance, documentation, and community signals.