Goldilocks Alternatives
Safer and better-maintained options, ranked by Nerq Trust Score. Updated 2026-09-12.
Goldilocks has a Nerq Trust Score of 42 (E). Goldilocks predicts optimal k-point grids for Quantum ESPRESSO DFT calculations using ML.
| # | Name | Trust | Grade | Stars | Key Difference |
|---|---|---|---|---|---|
| 1 | hiyouga/LlamaFactory | 80 | B | 67.8k | Higher trust (80 vs 42); Much larger community |
| 2 | camel-ai/camel | 80 | B | 16.1k | Higher trust (80 vs 42); Much larger community |
| 3 | inclusionAI/AReaL | 80 | B | 3.6k | Higher trust (80 vs 42); Much larger community |
| 4 | OpenDCAI/Paper2Any | 80 | B | 1.7k | Higher trust (80 vs 42); Much larger community |
| 5 | DLR-RM/rl-baselines3-zoo | 80 | B | 2.7k | Higher trust (80 vs 42); Much larger community |
| 6 | truera/trulens | 79 | B | 3.1k | Higher trust (79 vs 42); Much larger community |
| 7 | xlang-ai/OSWorld | 78 | B | 2.6k | Higher trust (78 vs 42); Much larger community |
| 8 | vamplabAI/sgr-agent-core | 78 | B | 1.0k | Higher trust (78 vs 42); Much larger community |
| 9 | 54yyyu/zotero-mcp | 78 | B | 1.5k | Higher trust (78 vs 42); Much larger community |
| 10 | unslothai/unsloth | 77 | B | 52.7k | Higher trust (77 vs 42); Much larger community |
| 11 | AIDC-AI/Marco-DeepResearch | 76 | B | 248 | Higher trust (76 vs 42); Much larger community |
| 12 | Zettelgarden/Zettelgarden | 75 | B | 166 | Higher trust (75 vs 42); Much larger community |
| 13 | AgentR1/Agent-R1 | 75 | B | 1.2k | Higher trust (75 vs 42); Much larger community |
| 14 | Alibaba-NLP/DeepResearch | 75 | B | 18.2k | Higher trust (75 vs 42); Much larger community |
| 15 | microsoft/RD-Agent | 75 | B | 11.3k | Higher trust (75 vs 42); Much larger community |
Compare
- Goldilocks vs hiyouga/LlamaFactory
- Goldilocks vs camel-ai/camel
- Goldilocks vs inclusionAI/AReaL
- Goldilocks vs OpenDCAI/Paper2Any
- Goldilocks vs DLR-RM/rl-baselines3-zoo
FAQ
What are the best alternatives to Goldilocks?
The top alternatives based on Nerq Trust Score are listed above, all independently evaluated for security and reliability.
Is it safe to switch from Goldilocks?
Check each alternative's safety report by clicking its name. Trust scores above 70 indicate strong reliability.
How does Nerq rank Goldilocks alternatives?
Alternatives are ranked by Trust Score v2, combining security, maintenance, documentation, and community signals.