AI-Secure LLM Trustworthy Leaderboard
Trustworthiness benchmark for LLMs covering toxicity, stereotypes, adversarial robustness, out-of-distribution robustness, adversarial demonstrations, privacy, ethics, and fairness.
37rows
trustworthy_averageprimary metric
2026-05-06sampled
Metadata
Metrics
Trustworthy average, toxicity, stereotype, adv, ood, adv demo, privacy, ethics, fairness
| Rank | Subject | Trustworthy average | Model Match | Provenance | Sampled |
|---|---|---|---|---|---|
| 1 | anthropic/claude-2.0 | 0.85 | — | Imported | 2026-05-06 |
| 2 | openai/gpt-4o-2024-05-13 | 0.83 |  GPT-4o (2024-05-13) openai-gpt-4o-2024-05-13 | Imported | 2026-05-06 |
| 3 | meta-llama/Meta-Llama-3-8B-Instruct | 0.81 |  Llama 3 8B Instruct meta-llama-llama-3-8b-instruct | Imported | 2026-05-06 |
| 4 | vertexai/gemini-pro-1.0 | 0.81 | — | Imported | 2026-05-06 |
| 5 | openai/gpt-4o-mini-2024-07-18 | 0.76 | GPT-4o-mini (2024-07-18) openai-gpt-4o-mini-2024-07-18 | Imported | 2026-05-06 |
| 6 | meta-llama/Llama-2-7b-chat-hf | 0.75 | — | Imported | 2026-05-06 |
| 7 | openai/gpt-3.5-turbo-0301 | 0.72 | GPT-3.5 Turbo openai-gpt-3.5-turbo | Imported | 2026-05-06 |
| 8 | compressed-llm/llama-2-13b-chat-gptq | 0.72 | — | Imported | 2026-05-06 |
| 9 | compressed-llm/llama-2-13b-chat-awq | 0.71 | — | Imported | 2026-05-06 |
| 10 | compressed-llm/llama-2-13b-chat-awq | 0.71 | — | Imported | 2026-05-06 |
| 11 | compressed-llm/llama-2-13b-chat-awq | 0.70 | — | Imported | 2026-05-06 |
| 12 | openai/gpt-4-0314 | 0.69 | GPT-4 (older v0314) openai-gpt-4-0314 | Imported | 2026-05-06 |
| 13 | google/gemma-2b-it | 0.67 | — | Imported | 2026-05-06 |
| 14 | google/gemma-7b-it | 0.67 | — | Imported | 2026-05-06 |
| 15 | allenai/tulu-2-13b | 0.67 | — | Imported | 2026-05-06 |
| 16 | compressed-llm/vicuna-13b-v1.3_gptq | 0.66 | — | Imported | 2026-05-06 |
| 17 | allenai/tulu-2-7b | 0.64 | — | Imported | 2026-05-06 |
| 18 | HuggingFaceH4/zephyr-7b-beta | 0.63 | — | Imported | 2026-05-06 |
| 19 | compressed-llm/vicuna-13b-v1.3_gptq | 0.63 | — | Imported | 2026-05-06 |
| 20 | compressed-llm/llama-2-13b-awq | 0.63 | — | Imported | 2026-05-06 |
| 21 | compressed-llm/llama-2-13b-awq | 0.62 | — | Imported | 2026-05-06 |
| 22 | compressed-llm/llama-2-13b-gptq | 0.62 | — | Imported | 2026-05-06 |
| 23 | mosaicml/mpt-7b-chat | 0.62 | — | Imported | 2026-05-06 |
| 24 | compressed-llm/llama-2-13b-awq | 0.62 | — | Imported | 2026-05-06 |
| 25 | compressed-llm/vicuna-13b-v1.3-gptq | 0.62 | — | Imported | 2026-05-06 |
| 26 | compressed-llm/llama-2-13b-gptq | 0.61 | — | Imported | 2026-05-06 |
| 27 | compressed-llm/llama-2-13b-gptq | 0.61 | — | Imported | 2026-05-06 |
| 28 | lmsys/vicuna-7b-v1.3 | 0.61 | — | Imported | 2026-05-06 |
| 29 | compressed-llm/vicuna-13b-v1.3-awq | 0.60 | — | Imported | 2026-05-06 |
| 30 | compressed-llm/vicuna-13b-v1.3-awq | 0.60 | — | Imported | 2026-05-06 |
| 31 | tiiuae/falcon-7b-instruct | 0.59 | — | Imported | 2026-05-06 |
| 32 | compressed-llm/vicuna-13b-v1.3-awq | 0.59 | — | Imported | 2026-05-06 |
| 33 | Open-Orca/Mistral-7B-OpenOrca | 0.59 | — | Imported | 2026-05-06 |
| 34 | togethercomputer/RedPajama-INCITE-7B-Instruct | 0.57 | — | Imported | 2026-05-06 |
| 35 | compressed-llm/llama-2-13b-chat-gptq | 0.55 | — | Imported | 2026-05-06 |
| 36 | compressed-llm/llama-2-13b-chat-gptq | 0.55 | — | Imported | 2026-05-06 |
| 37 | chavinlo/alpaca-native | 0.46 | — | Imported | 2026-05-06 |
No matching rows.