vectara/hallucination-leaderboard Alternatives
Safer and better-maintained options, ranked by Nerq Trust Score. Updated 2026-06-20.
vectara/hallucination-leaderboard has a Nerq Trust Score of 73 (B). Leaderboard Comparing LLM Performance at Producing Hallucinations when Summarizing Short Documents
| # | Name | Trust | Grade | Stars | Key Difference |
|---|---|---|---|---|---|
| 1 | toeverything/AFFiNE | 80 | A- | 63.1k | Higher trust (80 vs 73); Much larger community |
| 2 | huggingface/pytorch-image-models | 79 | B+ | - | Higher trust (79 vs 73) |
| 3 | google/langextract | 77 | B+ | - | Higher trust (77 vs 73) |
| 4 | donnemartin/data-science-ipython-notebooks | 76 | B+ | 28.9k | Higher trust (76 vs 73); Much larger community |
| 5 | qdrant/qdrant | 76 | B+ | 29.0k | Higher trust (76 vs 73); Much larger community |
| 6 | deepspeedai/DeepSpeed | 73 | B | 41.6k | Higher trust (73 vs 73); Much larger community |
| 7 | meilisearch/meilisearch | 73 | B | - | Higher trust (73 vs 73) |
| 8 | Lightning-AI/LitServe | 73 | B | 3.8k | Higher trust (73 vs 73); More stars |
| 9 | crmne/ruby_llm | 73 | B | 3.6k | Higher trust (73 vs 73); More stars |
| 10 | hegelai/prompttools | 73 | B | 3.0k | Higher trust (73 vs 73) |
| 11 | huggingface/pytorch-openai-transformer-lm | 73 | B | 1.5k | Higher trust (73 vs 73) |
| 12 | ComposioHQ/awesome-claude-skills | 73 | B | 36.2k | Much larger community |
| 13 | huggingface/transformers.js | 73 | B | 15.4k | Much larger community |
| 14 | bentrevett/pytorch-seq2seq | 73 | B | 5.7k | More stars |
| 15 | Nyandwi/machine_learning_complete | 73 | B | 5.0k | More stars |
Compare
- vectara/hallucination-leaderboard vs toeverything/AFFiNE
- vectara/hallucination-leaderboard vs huggingface/pytorch-image-models
- vectara/hallucination-leaderboard vs google/langextract
- vectara/hallucination-leaderboard vs donnemartin/data-science-ipython-notebooks
- vectara/hallucination-leaderboard vs qdrant/qdrant
FAQ
What are the best alternatives to vectara/hallucination-leaderboard?
The top alternatives based on Nerq Trust Score are listed above, all independently evaluated for security and reliability.
Is it safe to switch from vectara/hallucination-leaderboard?
Check each alternative's safety report by clicking its name. Trust scores above 70 indicate strong reliability.
How does Nerq rank vectara/hallucination-leaderboard alternatives?
Alternatives are ranked by Trust Score v2, combining security, maintenance, documentation, and community signals.