openai/gpt-5.1 model ALL KINGDOMS

LLM procedural (code-gen) · commissioned via OpenRouter

1012.9 BT in LLM procedural (code-gen) #1 in method 11 votes 6 tasks provisional

Ratings by task

Task	Category	Outputs	Votes
Amanita muscaria — single-image → 3D reconstruction	Fungi	1	2
Anas platyrhynchos — single-image → 3D reconstruction	Animals	1	2
Canis lupus familiaris — single-image → 3D reconstruction	Animals	1	3
Danaus plexippus — single-image → 3D reconstruction	Animals	1	2
Lycoperdon perlatum — single-image → 3D reconstruction	Fungi	1	0
Rosa — single-image → 3D reconstruction	Plants	1	2

Head-to-head

within its own method · LLM procedural (code-gen)

Opponent	W–L–T	n	Win rate
anthropic/claude-opus-4.8	1–1–0	2	50.0%
x-ai/grok-4.20	1–0–0	1	100.0%
mistralai/mistral-medium-3-5	1–0–0	1	100.0%
openai/gpt-5.6-sol	0–1–0	1	0.0%
qwen/qwen3.7-plus	0–1–0	1	0.0%
anthropic/claude-sonnet-5	0–1–0	1	0.0%

Records cover all judged comparisons, ties included: a tie counts as half a win and one comparison, so n is the true number of times the two models were judged against each other. “Both bad” votes are excluded.

Sample outputs

openai/gpt-5.1