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PLAN Free $0/mo PLAN Pro $20/mo PLAN Max $200/mo PLAN Teams $80/mo min + $40/seat Cognition FrontierCode (Oct 28) — score · cost per task Claude Opus 5.5 54.6% · $0.80/task Claude Fable 5 53.5% · $13.09/task Claude Opus 5 53.4% · $4.31/task GPT-6 Astra 53.3% · $4.59/task Claude Sonnet 5.5 52.1% · $1.59/task Claude Fable 5.1 50.9% · $3.28/task GPT-6.1 Sol 50.2% · $0.36/task SWE-2 50.0% · $1.18/task GPT-6 Sol 49.3% · $2.07/task Grok 4.6 48.0% · $2.88/task SWE-1.7 42.0% · $1.97/task SWE-1.6 9.4% · $0.49/task Devin Desktop: Continuity — 2026-11-07 Devin offers 50% off Teams plan for users migrating from competing cod… Cognition launches SWE-2 Flash, a faster, cheaper coding model for Dev… Devin Review 2.0 cuts PR review cost by 82%, pricing at $0.25‑$0.75 pe… Cognition closes $400 M round at $10.2 B valuation, two months after W… Cognition publishes 30‑day security checklist after series of high‑pro… Devin rolls out hierarchical budgets for granular enterprise AI spend … Devin Desktop: Continuity — 2026-10-31 PLAN Free $0/mo PLAN Pro $20/mo PLAN Max $200/mo PLAN Teams $80/mo min + $40/seat Cognition FrontierCode (Oct 28) — score · cost per task Claude Opus 5.5 54.6% · $0.80/task Claude Fable 5 53.5% · $13.09/task Claude Opus 5 53.4% · $4.31/task GPT-6 Astra 53.3% · $4.59/task Claude Sonnet 5.5 52.1% · $1.59/task Claude Fable 5.1 50.9% · $3.28/task GPT-6.1 Sol 50.2% · $0.36/task SWE-2 50.0% · $1.18/task GPT-6 Sol 49.3% · $2.07/task Grok 4.6 48.0% · $2.88/task SWE-1.7 42.0% · $1.97/task SWE-1.6 9.4% · $0.49/task Devin Desktop: Continuity — 2026-11-07 Devin offers 50% off Teams plan for users migrating from competing cod… Cognition launches SWE-2 Flash, a faster, cheaper coding model for Dev… Devin Review 2.0 cuts PR review cost by 82%, pricing at $0.25‑$0.75 pe… Cognition closes $400 M round at $10.2 B valuation, two months after W… Cognition publishes 30‑day security checklist after series of high‑pro… Devin rolls out hierarchical budgets for granular enterprise AI spend … Devin Desktop: Continuity — 2026-10-31

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@Chris_Wozniczek: chris wozniczek llm knowledge curriculum

Chris Wozniczek built an LLM-knowledge curriculum — tokenizers, transformers, KV cache, architectures, training — with Devin, including lab measurements on VMs. He published it at llm-curriculum.chris-wozniczek.dev (search plus DeepWiki) and asked Devin for a video demo.

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