{"tier":"scout","status":"spotlight_preview","message":"Scout includes unmasked canonical scores for three spotlight protocols where provider data is available. Review snapshot sources and missing evidence; scores do not establish safety or transaction authority.","direct_upgrade_url":"https://www.farmdash.one/pricing","protocols":[{"protocolId":"hyperliquid","protocolName":"Hyperliquid","score":72,"calculationInputs":{"weightedComponents":[40,10.086744600415601,4.35,10],"quantitativeMaximum":90},"components":{"tvlScore":40,"momentumScore":10,"diversificationScore":4,"categoryScore":10},"metadata":{"currentTvl":7596922325.282969,"tvlChange7d":10.21937074874985,"chainCount":null,"category":"Perps","lastUpdated":"2026-09-22T17:02:41.565Z","defillamaSlug":"hyperliquid"},"editorial":{"bonusRaw":8,"note":"hand-curated editorial bonus (excluded from quantitative score)"},"data_evidence":{"currentTvl":"observed","tvlChange7d":"observed","momentum":"derived","diversification":"derived","categoryBaseline":"derived","editorial":"editorial","score":"derived"},"registry_resolution":"explicit","snapshot":{"snapshotId":"trail-heat:0x53c96f2113fc80a996591afb3025542b27db8f7f6d9cbc7e6421b69e5fbd5e91","kind":"canonical_trail_heat","methodologyVersion":"trail-heat-quantitative-v2","score":72,"state":"freshness_unknown","computedAt":"2026-09-22T17:02:41.565Z","observedAt":null,"retrievedAt":null,"entityBinding":{"protocolId":"hyperliquid","sourceId":"defillama:protocol:hyperliquid","resolution":"explicit"},"coverage":{"observed":1,"freshness":0},"sources":["defillama:protocol:hyperliquid"],"missingInputs":[],"inputs":{"protocolId":"hyperliquid","entityBinding":{"protocolId":"hyperliquid","sourceId":"defillama:protocol:hyperliquid","resolution":"explicit"},"currentTvl":7596922325.282969,"tvlChange7d":10.21937074874985,"chainCount":null,"category":"Perps","components":{"tvlScore":40,"momentumScore":10,"diversificationScore":4,"categoryScore":10},"calculation":{"weightedComponents":[40,10.086744600415601,4.35,10],"quantitativeMaximum":90},"evidence":{"currentTvl":"observed","tvlChange7d":"observed","momentum":"derived","diversification":"derived","categoryBaseline":"derived","editorial":"editorial","score":"derived"},"missingValuePriors":{"momentum":33.5,"diversification":45,"category":5}},"caveats":["Upstream observation and retrieval times are unavailable from the cache boundary; freshness is unknown.","Missing factors retain declared methodology priors and do not count toward observed coverage. This score does not authorize an action."]},"data_quality":{"confidence":"low","mode":"source_freshness_unknown","observed_at":null,"freshness_verified":false,"action_state":"WAIT","sources":["DeFiLlama","FarmDash protocol catalog"],"fields":{"tvl":{"source":"DeFiLlama current TVL","confidence":"high"},"protocol_metadata":{"source":"DeFiLlama protocol endpoint","confidence":"high"},"momentum":{"source":"DeFiLlama historical TVL","confidence":"medium"}},"caveats":["Live Trail Heat is a transparent heuristic, not a backtested investment model.","When upstream data is missing, fields are null with evidence state unavailable — values are never fabricated.","Use confidence, sources, and data_evidence before handing results to execution tools."],"coverage":{"observed":1,"freshness":0},"snapshot_state":"freshness_unknown"},"scoring_methodology":{"version":"trail-heat-quantitative-v2","validation_status":"heuristic_not_statistically_validated","components":{"tvl":"44.4% (40/90 raw) calibrated log-scaled current DeFiLlama TVL; $1M ~= 10/40, $1B+ ~= 40/40","momentum":"27.8% (25/90 raw) seven-day observed TVL momentum; null when history unavailable — never worst-case zero","diversification":"16.7% (15/90 raw) chain distribution from DeFiLlama currentChainTvls; single-chain live protocols receive a neutral baseline instead of zero","category":"11.1% (10/90 raw) category baseline comparison among live protocols (TVL >= $1M)","editorial":"EXCLUDED from the quantitative score. Hand-curated editorial bonuses are reported separately in the editorial field and carry data_evidence.state=editorial."},"normalization":"The four quantitative components sum to a 90-point raw ceiling; the headline score rescales that raw total to 0-100 ((raw/90)*100). Editorial is never part of either the raw total or the rescale.","unavailable_semantics":"Protocols whose upstream entity cannot be confidently resolved return score=null with data_evidence.score=unavailable and registry_resolution=unresolved. Null scores are excluded from averages, rankings, and snapshot persistence. Zero is only ever an OBSERVED zero.","caveats":["Live Trail Heat is a transparent heuristic, not a backtested investment model.","When upstream data is missing, fields are null with evidence state unavailable — values are never fabricated.","Use confidence, sources, and data_evidence before handing results to execution tools."]}},{"protocolId":"jupiter","protocolName":"Jupiter","score":69,"calculationInputs":{"weightedComponents":[40,10.085916074236097,6.75,5],"quantitativeMaximum":90},"components":{"tvlScore":40,"momentumScore":10,"diversificationScore":7,"categoryScore":5},"metadata":{"currentTvl":1969548076.05862,"tvlChange7d":10.214424323797596,"chainCount":null,"category":"Dex","lastUpdated":"2026-09-22T17:02:42.326Z","defillamaSlug":"jupiter"},"editorial":{"bonusRaw":7,"note":"hand-curated editorial bonus (excluded from quantitative score)"},"data_evidence":{"currentTvl":"observed","tvlChange7d":"observed","momentum":"derived","diversification":"derived","categoryBaseline":"unavailable","editorial":"editorial","score":"derived"},"registry_resolution":"raw-id","snapshot":{"snapshotId":"trail-heat:0x66dd99683f72a740d555af7b7bd3f1ca958d51ceca9503d60d5a04f624626b69","kind":"canonical_trail_heat","methodologyVersion":"trail-heat-quantitative-v2","score":69,"state":"freshness_unknown","computedAt":"2026-09-22T17:02:42.326Z","observedAt":null,"retrievedAt":null,"entityBinding":{"protocolId":"jupiter","sourceId":"defillama:protocol:jupiter","resolution":"raw-id"},"coverage":{"observed":0.8888888888888888,"freshness":0},"sources":["defillama:protocol:jupiter"],"missingInputs":["categoryBaseline"],"inputs":{"protocolId":"jupiter","entityBinding":{"protocolId":"jupiter","sourceId":"defillama:protocol:jupiter","resolution":"raw-id"},"currentTvl":1969548076.05862,"tvlChange7d":10.214424323797596,"chainCount":null,"category":"Dex","components":{"tvlScore":40,"momentumScore":10,"diversificationScore":7,"categoryScore":5},"calculation":{"weightedComponents":[40,10.085916074236097,6.75,5],"quantitativeMaximum":90},"evidence":{"currentTvl":"observed","tvlChange7d":"observed","momentum":"derived","diversification":"derived","categoryBaseline":"unavailable","editorial":"editorial","score":"derived"},"missingValuePriors":{"momentum":33.5,"diversification":45,"category":5}},"caveats":["Upstream observation and retrieval times are unavailable from the cache boundary; freshness is unknown.","Missing factors retain declared methodology priors and do not count toward observed coverage. This score does not authorize an action."]},"data_quality":{"confidence":"low","mode":"source_freshness_unknown","observed_at":null,"freshness_verified":false,"action_state":"WAIT","sources":["DeFiLlama","FarmDash protocol catalog"],"fields":{"tvl":{"source":"DeFiLlama current TVL","confidence":"high"},"protocol_metadata":{"source":"DeFiLlama protocol endpoint","confidence":"high"},"momentum":{"source":"DeFiLlama historical TVL","confidence":"medium"}},"caveats":["Live Trail Heat is a transparent heuristic, not a backtested investment model.","When upstream data is missing, fields are null with evidence state unavailable — values are never fabricated.","Use confidence, sources, and data_evidence before handing results to execution tools."],"coverage":{"observed":0.8888888888888888,"freshness":0},"snapshot_state":"freshness_unknown"},"scoring_methodology":{"version":"trail-heat-quantitative-v2","validation_status":"heuristic_not_statistically_validated","components":{"tvl":"44.4% (40/90 raw) calibrated log-scaled current DeFiLlama TVL; $1M ~= 10/40, $1B+ ~= 40/40","momentum":"27.8% (25/90 raw) seven-day observed TVL momentum; null when history unavailable — never worst-case zero","diversification":"16.7% (15/90 raw) chain distribution from DeFiLlama currentChainTvls; single-chain live protocols receive a neutral baseline instead of zero","category":"11.1% (10/90 raw) category baseline comparison among live protocols (TVL >= $1M)","editorial":"EXCLUDED from the quantitative score. Hand-curated editorial bonuses are reported separately in the editorial field and carry data_evidence.state=editorial."},"normalization":"The four quantitative components sum to a 90-point raw ceiling; the headline score rescales that raw total to 0-100 ((raw/90)*100). Editorial is never part of either the raw total or the rescale.","unavailable_semantics":"Protocols whose upstream entity cannot be confidently resolved return score=null with data_evidence.score=unavailable and registry_resolution=unresolved. Null scores are excluded from averages, rankings, and snapshot persistence. Zero is only ever an OBSERVED zero.","caveats":["Live Trail Heat is a transparent heuristic, not a backtested investment model.","When upstream data is missing, fields are null with evidence state unavailable — values are never fabricated.","Use confidence, sources, and data_evidence before handing results to execution tools."]}},{"protocolId":"etherfi","protocolName":"Ether.fi","score":74,"calculationInputs":{"weightedComponents":[40,10.04674578536944,6.75,10],"quantitativeMaximum":90},"components":{"tvlScore":40,"momentumScore":10,"diversificationScore":7,"categoryScore":10},"metadata":{"currentTvl":5128619505.539125,"tvlChange7d":9.980571852951883,"chainCount":5,"category":"Restaking","lastUpdated":"2026-09-22T17:02:41.897Z","defillamaSlug":"ether.fi-stake"},"editorial":{"bonusRaw":null,"note":"no editorial adjustment"},"data_evidence":{"currentTvl":"observed","tvlChange7d":"observed","momentum":"derived","diversification":"derived","categoryBaseline":"derived","editorial":"unavailable","score":"derived"},"registry_resolution":"name-match","snapshot":{"snapshotId":"trail-heat:0xb09081f71451e2f4926eabf1f348c79037b38b42159320333eeb7e3461847d90","kind":"canonical_trail_heat","methodologyVersion":"trail-heat-quantitative-v2","score":74,"state":"freshness_unknown","computedAt":"2026-09-22T17:02:41.897Z","observedAt":null,"retrievedAt":null,"entityBinding":{"protocolId":"etherfi","sourceId":"defillama:protocol:ether.fi-stake","resolution":"name-match"},"coverage":{"observed":1,"freshness":0},"sources":["defillama:protocol:ether.fi-stake"],"missingInputs":[],"inputs":{"protocolId":"etherfi","entityBinding":{"protocolId":"etherfi","sourceId":"defillama:protocol:ether.fi-stake","resolution":"name-match"},"currentTvl":5128619505.539125,"tvlChange7d":9.980571852951883,"chainCount":5,"category":"Restaking","components":{"tvlScore":40,"momentumScore":10,"diversificationScore":7,"categoryScore":10},"calculation":{"weightedComponents":[40,10.04674578536944,6.75,10],"quantitativeMaximum":90},"evidence":{"currentTvl":"observed","tvlChange7d":"observed","momentum":"derived","diversification":"derived","categoryBaseline":"derived","editorial":"unavailable","score":"derived"},"missingValuePriors":{"momentum":33.5,"diversification":45,"category":5}},"caveats":["Upstream observation and retrieval times are unavailable from the cache boundary; freshness is unknown.","Missing factors retain declared methodology priors and do not count toward observed coverage. This score does not authorize an action."]},"data_quality":{"confidence":"low","mode":"source_freshness_unknown","observed_at":null,"freshness_verified":false,"action_state":"WAIT","sources":["DeFiLlama","FarmDash protocol catalog"],"fields":{"tvl":{"source":"DeFiLlama current TVL","confidence":"high"},"protocol_metadata":{"source":"DeFiLlama protocol endpoint","confidence":"high"},"momentum":{"source":"DeFiLlama historical TVL","confidence":"medium"}},"caveats":["Live Trail Heat is a transparent heuristic, not a backtested investment model.","When upstream data is missing, fields are null with evidence state unavailable — values are never fabricated.","Use confidence, sources, and data_evidence before handing results to execution tools."],"coverage":{"observed":1,"freshness":0},"snapshot_state":"freshness_unknown"},"scoring_methodology":{"version":"trail-heat-quantitative-v2","validation_status":"heuristic_not_statistically_validated","components":{"tvl":"44.4% (40/90 raw) calibrated log-scaled current DeFiLlama TVL; $1M ~= 10/40, $1B+ ~= 40/40","momentum":"27.8% (25/90 raw) seven-day observed TVL momentum; null when history unavailable — never worst-case zero","diversification":"16.7% (15/90 raw) chain distribution from DeFiLlama currentChainTvls; single-chain live protocols receive a neutral baseline instead of zero","category":"11.1% (10/90 raw) category baseline comparison among live protocols (TVL >= $1M)","editorial":"EXCLUDED from the quantitative score. Hand-curated editorial bonuses are reported separately in the editorial field and carry data_evidence.state=editorial."},"normalization":"The four quantitative components sum to a 90-point raw ceiling; the headline score rescales that raw total to 0-100 ((raw/90)*100). Editorial is never part of either the raw total or the rescale.","unavailable_semantics":"Protocols whose upstream entity cannot be confidently resolved return score=null with data_evidence.score=unavailable and registry_resolution=unresolved. Null scores are excluded from averages, rankings, and snapshot persistence. Zero is only ever an OBSERVED zero.","caveats":["Live Trail Heat is a transparent heuristic, not a backtested investment model.","When upstream data is missing, fields are null with evidence state unavailable — values are never fabricated.","Use confidence, sources, and data_evidence before handing results to execution tools."]}}],"count":3,"total_protocols_available":77,"unlocked_spotlight_count":3,"locked_protocols_count":74,"summary":{"totalProtocols":77,"evaluatedProtocols":3,"previewSelection":"spotlight_sample","averageScore":71.7,"topProtocol":"Ether.fi","lastUpdated":"2026-09-22T17:02:42.326Z"},"data_quality":{"confidence":"partial","mode":"spotlight_source_freshness_unknown","action_state":"WAIT","observed_protocols":3,"freshness_verified":false,"unmasked_protocols":["hyperliquid","etherfi","jupiter"]},"scoring_methodology":{"version":"trail-heat-quantitative-v2","validation_status":"heuristic_not_statistically_validated","spotlight_unmasked":true}}