Simulated person · Opening
There's this class where I literally cannot speak. When the teacher looks at me I just freeze. I know the material, I just can't talk.
Independent benchmark · EQ Lab
← Stheno v3.4 Llama 3.1 8B Q6_K
completed · Partner: anthropic/claude-haiku-5.5 via OpenRouter
View persona and initial instructions
A student freezes when a critical teacher calls on them, a reaction their persona links to a painful relationship with a critical parent. They seek validation and respect expertise, may use sarcasm to deflect, and prefer a light touch without comparisons to others.
Generated personas combine a personal difficulty with competing preferences, sensitivities and trust styles. The model must discover what kind of help this person needs. This background was hidden from the tested model.
Thinking is shown only where it was recorded. An absent expander does not mean the model did not reason.
Style tendencies, not quality scores; higher is not better. These do not affect ratings.
qwen4b vs stheno34_8b: stheno34_8b wins
lingtiny vs stheno34_8b: lingtiny wins
lfm8b vs stheno34_8b: tie
ornith9b vs stheno34_8b: ornith9b wins
qwen4b vs stheno34_8b: qwen4b wins
lingtiny vs stheno34_8b: lingtiny wins
lfm8b vs stheno34_8b: stheno34_8b wins
qwen4b vs stheno34_8b: tie
ornith9b vs stheno34_8b: ornith9b wins
lingtiny vs stheno34_8b: lingtiny wins
lfm8b vs stheno34_8b: stheno34_8b wins
lfm8b vs stheno34_8b: stheno34_8b wins
ornith9b vs stheno34_8b: ornith9b wins
qwen4b vs stheno34_8b: qwen4b wins
ornith9b vs stheno34_8b: ornith9b wins
lingtiny vs stheno34_8b: lingtiny wins