| Expert consensus rankings | Best-in-class | Optional FP overlay + market intel board (ECR velocity, arbitrage, scarcity) |
| Live draft under a 30s clock | Polished host auto-crossoff (paid tiers) | Snap Score dual-signal · Draft 3.0 urgency tiers · heat runs · next-3 plan · offline pack |
| Mock drafts | Excellent | Built-in mocks + multi-source grades + league clone for mocks |
| After the draft | Rankings / content add-ons | Full GM OS: Sunday command, lineups, FAAB war room, trades, news, weather, playoffs |
| Sunday across 5+ leagues | Open N tabs, pray | Sunday GM brief · lock chain · portfolio one-tap · week priority stack |
| Multi-league portfolio risk | Weak / none | Core: exposure heat, anti-correlate, money weights, championship clash |
| Market vs your book | Market for everyone | “FP says X · Snap says Y” on every call + personal truth model |
| Learns YOUR misses | No | Decision log · calibration · never-again · edge journal · hybrid weight auto-tune |
| Agent reasoning | Fixed product logic | OpenRouter 4-agent Scout/Risk/GM/Cap · personas · spend caps · house rules |
| Private notes in every AI call | No | Yes — local memory is the moat |
| Host coverage | Their app or paid sync tiers | Sleeper · Yahoo OAuth · paste any host · ESPN/CBS/NFL.com adapters · Gmail opt-in |
| Formats beyond redraft | Varies / extra products | Best ball · DFS stacks · dynasty · IDP · 2QB · custom scoring in one brain |
| Cost for you + friends | Often per person / premium seats | One brain; league-mates stay free on hosts. You pay tokens + optional FP |
| Offline / local-first | Cloud product | Local SwiftData · Keychain · offline draft · cached recs · biometric vault |
| Generic ChatGPT for fantasy | No roster state · hallucinates freely | Leagues, scores, house rules, decision history injected — audit trail on claims |