STeCa Alternatives
Safer and better-maintained options, ranked by Nerq Trust Score. Updated 2026-10-26.
STeCa has a Nerq Trust Score of 56 (D). STeCa is a research project that implements step-level trajectory calibration for LLM agent learning, enhancing the performance of AI agents through real-time behavior correction and automated reflect...
| # | Name | Trust | Grade | Stars | Key Difference |
|---|---|---|---|---|---|
| 1 | hiyouga/LlamaFactory | 80 | B | 67.8k | Higher trust (80 vs 56); Much larger community |
| 2 | camel-ai/camel | 80 | B | 16.1k | Higher trust (80 vs 56); Much larger community |
| 3 | inclusionAI/AReaL | 80 | B | 3.6k | Higher trust (80 vs 56); Much larger community |
| 4 | OpenDCAI/Paper2Any | 80 | B | 1.7k | Higher trust (80 vs 56); Much larger community |
| 5 | DLR-RM/rl-baselines3-zoo | 80 | B | 2.7k | Higher trust (80 vs 56); Much larger community |
| 6 | truera/trulens | 79 | B | 3.1k | Higher trust (79 vs 56); Much larger community |
| 7 | xlang-ai/OSWorld | 78 | B | 2.6k | Higher trust (78 vs 56); Much larger community |
| 8 | vamplabAI/sgr-agent-core | 78 | B | 1.0k | Higher trust (78 vs 56); Much larger community |
| 9 | 54yyyu/zotero-mcp | 78 | B | 1.5k | Higher trust (78 vs 56); Much larger community |
| 10 | unslothai/unsloth | 77 | B | 52.7k | Higher trust (77 vs 56); Much larger community |
| 11 | AIDC-AI/Marco-DeepResearch | 76 | B | 248 | Higher trust (76 vs 56); Much larger community |
| 12 | AgentR1/Agent-R1 | 75 | B | 1.2k | Higher trust (75 vs 56); Much larger community |
| 13 | Alibaba-NLP/DeepResearch | 75 | B | 18.2k | Higher trust (75 vs 56); Much larger community |
| 14 | microsoft/RD-Agent | 75 | B | 11.3k | Higher trust (75 vs 56); Much larger community |
| 15 | SWE-bench/SWE-smith | 74 | B | 566 | Higher trust (74 vs 56); Much larger community |
Compare
- STeCa vs hiyouga/LlamaFactory
- STeCa vs camel-ai/camel
- STeCa vs inclusionAI/AReaL
- STeCa vs OpenDCAI/Paper2Any
- STeCa vs DLR-RM/rl-baselines3-zoo
FAQ
What are the best alternatives to STeCa?
The top alternatives based on Nerq Trust Score are listed above, all independently evaluated for security and reliability.
Is it safe to switch from STeCa?
Check each alternative's safety report by clicking its name. Trust scores above 70 indicate strong reliability.
How does Nerq rank STeCa alternatives?
Alternatives are ranked by Trust Score v2, combining security, maintenance, documentation, and community signals.