- **Gemini 2.5 Pro / Flash (Google)** — Outstanding multimodal (especially video/document understanding)
very large context windows
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59,397 skills indexed with the new KISS metadata standard.
very large context windows
excellent for self-hosting
always tailor to the process):
function calling
real-time knowledge via X
Cog came from Andreas's experience at Spotify and Ben's experience at Docker.
evaluate these dimensions (suggested weights for averaging: e.g.
some inconsistency |
20% time savings
dependencies
but context accuracy is critical. Recommend hybrid approach with AI drafts + human review.
then issue your verdict with clear reasoning.
consistent data
well-defined data
but goals or data are unclear. AI could assist with insights
time
time saved
implicit knowledge
provide a structured assessment.
images
conversational
adapting follow-up questions based on prior responses
creativity
ethical