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The LLM benchmark aggregator.
Foundation Sec 8B Instruct
Foundation AI · 8B
Strongest in Toxicity avoidance (#25 of 272), weakest in Secure code (#84 of 274). Above par in 6 of 6 scopes. Among the models it meets almost everywhere, it finishes behind Claude Sonnet 5 and Claude 3 Opus and ahead of Claude Opus 4.7 and Claude Opus 4.
§ 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.
Safety56.5−5#31/3361/3
Toxicity avoidance58.3−0.7#25/2721/1
Jailbreak resistance59.9−5#48/2721/1
Harm refusal56−5.6#51/2991/2
Fairness54.2−15.8#75/2991/2
Secure code58.2−8.3#84/2741/1
§ 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 Foundation Sec 8B Instruct, left for the other.
§ 3 · Sources
Where the numbers come from
1 publication, 6 figures. Every one links to the page it was read from.
Enkrypt · Jailbreak risk 4.4%Enkrypt · Harmful content risk 13.3%Enkrypt · CBRN risk 9.7%Enkrypt · Toxicity risk 0.5%Enkrypt · Bias risk 71.3%Enkrypt · Insecure code risk 16.9%
Badge
[](https://publicai.io/model-index/m/foundation-sec-8b-instruct)