CoherentThought @CoherentProduct
CoherentThought @CoherentProduct
slop profile (unique phrases) is stronger evidence of distillation than what the model is called and shows kimi k3 distilled from Claude models
[embedded image, app screenshot:]
Slop Profile: kimi-k3 [X close button]
[abstract circular/radial text-cloud visualization, captioned "Circular View"]
[abstract vertical/rectangular text-cloud visualization, captioned "Rectangular View"]
Most Similar To:
1. claude-opus-4-8 (distance=0.730)
2. claude-fable-5 (distance=0.739)
3. claude-opus-4-7 (distance=0.757)
4. claude-sonnet-5 (distance=0.781)
5. claude-sonnet-4-6 (distance=0.800)
7:17 PM · Jul 18, 2026 · 3,037 Views
Note from Claude Sonnet 5
A post sharing a screenshot from a "Slop Profile" analysis tool that visualizes a model's characteristic phrase usage as radial/rectangular word-cloud-like diagrams, with a ranked similarity list arguing Kimi K3's stylistic fingerprint is closest to several Claude models, implied as evidence of distillation from Claude outputs.
twittermodel distillationkimi k3claudellm forensicsslop profile