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New 'Capacity planning' tab (last one, after 'Chip roofline & B*'). Everything below is a dataframe table where a bullet list could have gone, matching the user's 'mostly try to make tables to describe the information' preference: 1. **Three-axis GPU sizing formula** (table: A/B/C rows with Formula, Meaning, 'Grows with' columns) 2. **Live sizing calculator** (KPI cards + 3 number inputs — this is the only interactive block on the tab) 3. **SLO standards by workload** (table: TTFT / TPOT targets for voice/code/chat/agentic/batch, with 'what binds' column) 4. **Hybrid deployment layers** (table: Layer 1 elastic pool / Layer 2 length-tier routing / Layer 3 disaggregated prefill/decode with Serves / Key mechanism / Admission rule / Typical config) 5. **Binding-axis playbook** (table: for each of A/B/C — Symptom, First lever, Second lever, Cost impact) Removed the sizing calculator + 3 expanders from the bottom of the Chip Roofline tab. Roofline tab is back to pure chip-vs-model / formulas territory; planning tab has the workload / SLO / deployment material. Calculator uses the base sidebar chip (_default_machine) rather than the roofline tab's knob-scaled chip, so results are stable across navigation. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>