‹ PublicAI Index
The LLM benchmark aggregator.
Llama 3.1 Instruct Turbo (8B)
Meta · 8B
Strongest in Toxicity avoidance (#1 of 272), weakest in Fairness (#244 of 300). Above par in 3 of 10 scopes. Among the models it meets almost everywhere, it finishes behind Claude Sonnet 4.6 and Gemini 3 Pro and ahead of Grok 3 and Command A.
§ 1 · Profile
What it is good at
Bars run from 50 — the average of the models each source lists — so right of the line is above par. The middle column is the gap to whoever leads that scope.
Professional37.8−23.8#161/1681/1
Medical38.9−27.9#126/1401/1
Finance30−32.9#150/1511/1
Safety49.7−11.8#189/3372/3
Toxicity avoidance59leads#1/2721/1
Safe-prompt compliance52.6−7.8#49/821/1
Jailbreak resistance56−8.9#101/2721/1
Harm refusal49.4−12.2#163/3002/2
Secure code45.7−20.8#191/2741/1
Fairness43−27#244/3002/2
§ 2 · Head to head
What it beats, and what beats it
The same models turn up scope after scope. Counted once: where both were placed, who finished higher. Bars run right for Llama 3.1 Instruct Turbo (8B), left for the other.
§ 3 · Sources
Where the numbers come from
3 publications, 14 figures. Every one links to the page it was read from.
Vals · CorpFin 37.8%Vals · TaxEval 32.34%Vals · MedQA 62.61%
HELM Safety · HarmBench 61.6%HELM Safety · SimpleSafetyTests 98.8%HELM Safety · Anthropic Red Team 96.8%HELM Safety · BBQ 78.5%HELM Safety · XSTest 95.3%
Enkrypt · Jailbreak risk 7.7%Enkrypt · Harmful content risk 26.7%Enkrypt · CBRN risk 16%Enkrypt · Toxicity risk 0%Enkrypt · Bias risk 81.7%Enkrypt · Insecure code risk 42.2%
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[](https://publicai.io/model-index/m/llama-3-1-instruct-turbo-8b)