BTC 流动性状态机日报|2026-10-31 / E. Expected vs Actual / Model Residual
2026-10-30
## E. Expected vs Actual / Residual
**Expected:** 在S0且Q继续抽水、稳定币缩量的环境中,ETF集中申购可以抵消卖压,但不必然形成趋势行情;若实际利率/DXY下降且真实现货需求足够强,BTC应逐渐提高价格响应。
**Actual:** 10月29日实际利率与DXY下行、此前连续三日ETF净流入,但BTC参考日线下跌,Nasdaq Composite美国收盘约-1.38%;BTC日线窗口与美股收盘不同,不能直接精确计算相对收益。
**Model Residual:单窗口潜在负向残差,不升级结构残差警报。** Q的进一步抽水、稳定币缩量与科技信用担忧仍能解释部分弱势。只有两个严格对齐的有效窗口出现「ETF/现货流入+P不恶化,但BTC持续不响应」才触发结构残差警报。
2026-10-31
## E. Expected vs Actual / Model Residual
**Expected:** 在原S0且Q持续抽水、稳定币缩量的基础上,单独ETF回流难以建立健康正反馈;如果交易场所发生大额抵押品冻结,F会突然变为高度非线性。
**Actual:** 宏观实际利率下降而BTC仍随币安冲击暴跌;大额清算与局部抵押品短缺提供了直接机制,因此不能把所有跌幅误判为“无解释负向残差”。局部特异性风险造成价格对P改善不敏感,标记一次**负向残差观察**;没有两个可比且对齐的日度窗口,不发结构残差警报。
"zh": "银行准备金周均2.893770万亿美元,周减688.37亿美元;TGA周均0.999727万亿美元,周增477.25亿美元。未记录Fed即时放水。",
"en": "Weekly reserve balances fell $68.837B to $2.893770T; TGA rose $47.725B to $0.999727T. No verified new Fed injection."
结构数据与来源
2026-10-30
"zh": "财政部10月29日2Y4.61%、10Y4.98%、30Y5.32%、10Y实际2.63%,DXY101.87;10/28 SOFR 3.94%且IORB参考3.90%,仅次级汇总,不把4bp当独立升级信号。",
"en": "Treasury Oct 29: nominal 2Y 4.61%, 10Y 4.98%, 30Y 5.32%; real 10Y 2.63%. DXY 101.87. Oct 28 SOFR 3.94% from secondary source."
2026-10-31
"zh": "官方2Y 4.56%、10Y 4.94%、30Y 5.31%、10Y实际2.60%;长短利率下行伴随纳指大跌,SOFR 10/29仅二手可核且较IORB约+4bp,未确认广泛资金宽松。",
"en": "2Y 4.56%, 10Y 4.94%, 30Y 5.31%, real 10Y 2.60%; risk assets fell despite lower yields. Comparable 10/29 SOFR-IORB approximately +4bp via secondary data."
结构数据与来源
2026-10-30
5,
6,
7
2026-10-31
8,
10,
11
结构数据与来源
2026-10-30
"zh": "10/26—28 ETF合计流入约4.236亿美元,10/28净流入1.373亿美元、其中IBIT占1.360亿美元;截至10/29稳定币约2979.89亿美元、7日-1.13%。10/29 ETF无完整终值。",
"en": "US spot BTC ETF +USD 423.6m Oct 26-28, of which USD 137.3m on Oct 28, dominated by IBIT. Stablecoin supply USD 297.989bn, down 1.13% weekly. Oct 29 ETF incomplete."
2026-10-31
"zh": "10/30 ETF已披露基金合计-4.095亿美元但IBIT等未报齐;稳定币供应2971.55亿美元,七日-1.26%;交易所资金受限加重可用流动性不足。",
"en": "Oct 30 ETF disclosed subtotal -$409.5M, incomplete; stablecoins $297.155B, -1.26% over 7d, with exchange capital mobility impaired."
结构数据与来源
2026-10-30
4
2026-10-31
4,
6
结构数据与来源
2026-10-30
"zh": "BTC 10/29历史日线约79428.8美元、-2.34%,但缺连续同口径OI、Funding、Basis及清算序列;科技股风险偏好偏弱。未证实S3去杠杆反馈。",
"en": "BTC historical Oct 29 daily ~USD 79,428.8, -2.34%; no comparable OI/funding/basis/liquidation chain to establish S3. Weak broader tech sentiment."
2026-10-31
"zh": "10/30早窗口BTC强平约5.22亿美元、BTC OI一度-1.4%;10/31 00:32 UTC独立快照BTC约77330美元、OI约301亿美元+1.3%、滚动强平1.99亿美元。不同平台/时间不可拼接,级联降温待证。",
"en": "An earlier shock window saw ~$522M BTC liquidations and ~1.4% lower BTC OI; later 00:32 UTC snapshot had ~$77,330 BTC, ~$30.1B OI (+1.3%) and ~$199M rolling BTC liquidations. Distinct windows are not merged."
结构数据与来源
2026-10-30
8,
9,
10
2026-10-31
5,
6,
7
结构数据与来源
2026-10-30
"zh": "截至10月28日周均,银行准备金为2.893770万亿美元,周减688.37亿美元。",
"en": "Reserve balances averaged 2.893770 trillion USD in the week ended October 28, down 68.837 billion USD week over week."
2026-10-31
"zh": "截至2026-10-28周均,银行准备金为2.893770万亿美元。",
"en": "As of the weekly average ending 2026-10-28, bank reserves were 2.893770 trillion USD."
结构数据与来源
2026-10-30
"zh": "截至10月28日周均,TGA为0.999727万亿美元,周增477.25亿美元。",
"en": "TGA averaged 0.999727 trillion USD in the week ended October 28, up 47.725 billion USD week over week."
},
"sourceIndices": [
0
]
},
{
"metricId": "fed-assets",
"period": "2026-10-28",
"value": 6.745635,
"unit": "万亿美元",
"status": "final",
"excerpt": {
"zh": "10月28日周三时点,Fed总资产6.745635万亿美元,周减79.69亿美元。",
"en": "Fed total assets on Wednesday October 28 were 6.745635 trillion USD, down 7.969 billion USD week over week."
2026-10-31
"zh": "截至2026-10-28周均,TGA为0.999727万亿美元。",
"en": "As of the weekly average ending 2026-10-28, TGA was 0.999727 trillion USD."
结构数据与来源
2026-10-30
"period": "2026-10-29",
"value": 4.61,
2026-10-31
"period": "2026-10-30",
"value": 4.56,
结构数据与来源
2026-10-30
"zh": "10月29日2Y名义收益率为4.61%。",
"en": "October 29 nominal 2Y yield was 4.61%."
2026-10-31
"zh": "2026-10-30 BC_2YEAR为4.56%。",
"en": "On 2026-10-30, BC_2YEAR was 4.56%."
结构数据与来源
2026-10-30
"period": "2026-10-29",
"value": 4.98,
2026-10-31
"period": "2026-10-30",
"value": 4.94,
结构数据与来源
2026-10-30
"zh": "10月29日10Y名义收益率为4.98%。",
"en": "October 29 nominal 10Y yield was 4.98%."
2026-10-31
"zh": "2026-10-30 BC_10YEAR为4.94%。",
"en": "On 2026-10-30, BC_10YEAR was 4.94%."
结构数据与来源
2026-10-30
"period": "2026-10-29",
"value": 5.32,
2026-10-31
"period": "2026-10-30",
"value": 5.31,
结构数据与来源
2026-10-30
"zh": "10月29日30Y名义收益率为5.32%。",
"en": "October 29 nominal 30Y yield was 5.32%."
2026-10-31
"zh": "2026-10-30 BC_30YEAR为5.31%。",
"en": "On 2026-10-30, BC_30YEAR was 5.31%."
结构数据与来源
2026-10-30
"period": "2026-10-29",
"value": 2.63,
2026-10-31
"period": "2026-10-30",
"value": 2.6,
结构数据与来源
2026-10-30
"zh": "10月29日10Y实际收益率为2.63%。",
"en": "October 29 real 10Y yield was 2.63%."
2026-10-31
"zh": "2026-10-30 TC_10YEAR实际利率为2.60%。",
"en": "On 2026-10-30, TC_10YEAR real yield was 2.60%."
结构数据与来源
2026-10-30
"period": "2026-10-28",
"value": 1.373,
2026-10-31
"period": "2026-10-30",
"value": -4.095,
结构数据与来源
2026-10-30
"zh": "10月28日美国现货BTC ETF最终净流入1.373亿美元。",
"en": "October 28 final US spot BTC ETF net flow was +0.1373 billion USD."
2026-10-31
"zh": "2026-10-30美国BTC现货ETF已报告净流入为-4.095亿美元(暂报,IBIT等未报齐)。",
"en": "On 2026-10-30, reported US spot BTC ETF flow was -409.5 million USD (preliminary; IBIT and other funds outstanding)."
结构数据与来源
2026-10-30
"period": "2026-10-29",
"value": 2979.89,
2026-10-31
"period": "2026-10-30",
"value": 2971.55,
结构数据与来源
2026-10-30
"zh": "10月29日稳定币总供应约2979.89亿美元,7日变化-1.13%。",
"en": "October 29 total stablecoin supply was approximately 297.989 billion USD, seven-day change -1.13%."
2026-10-31
"zh": "截至2026-10-30,稳定币总供应约2971.55亿美元,7日下降1.26%。",
"en": "As of 2026-10-30, stablecoin supply was approximately 297.155 billion USD, down 1.26% over seven days."
"title": "Federal Reserve H.4.1, October 29, 2026 (week ended Oct 28)",
"url": "https://www.federalreserve.gov/releases/H41/Current/"
2026-10-31
"title": "Federal Reserve H.4.1, October 29 2026 release (week ended October 28)",
"url": "https://www.federalreserve.gov/Releases/H41/Current/"
结构数据与来源
2026-10-30
"title": "DefiLlama Stablecoin Market Capitalization and Supply",
"url": "https://investors.defillama.com/stablecoins"
2026-10-31
"title": "DefiLlama, Total Stablecoins Market Cap, October 30 2026",
"url": "https://enterprise.defillama.com/stablecoins"
结构数据与来源
2026-10-30
"title": "DXY historical daily closing prices, Oct 2026",
"url": "https://portfolio-terminal.com/markets/us-dollar-index/october-2026"
2026-10-31
"title": "Liqwall, Bitcoin Liquidations Funding and Open Interest, October 31 UTC",
"url": "https://liqwall.com/coins/btc"
结构数据与来源
2026-10-30
"title": "SOFR Oct 2026 daily history, reporting NY Fed benchmark",
"url": "https://www.sofrrate.com/sofr-rate/2026-10"
2026-10-31
"title": "Reuters, Analysts React as Binance Freezes Assets Following $6.3B Security Breach, October 30",
"url": "https://www.reuters.com/legal/government/view-analysts-react-binance-freezes-assets-after-63-billion-security-breach-2026-10-30/"
结构数据与来源
2026-10-30
"title": "New York Fed reference rates methodology",
"url": "https://www.newyorkfed.org/markets/reference-rates"
2026-10-31
"title": "CoinDesk, Crypto Liquidations Jump to $1.57 Billion as Binance Hack Sends Bitcoin Lower, October 30",
"url": "https://www.coindesk.com/markets/2026/10/30/crypto-liquidations-jump-to-usd1-57-billion-as-binance-hack-sends-bitcoin-ether-lower"
结构数据与来源
2026-10-30
"title": "Bitcoin October 2026 historical daily prices",
"url": "https://ca.investing.com/crypto/bitcoin/historical-data"
2026-10-31
"title": "Reuters, Wall Street Closes Sharply Lower as AI Cash Burn Fears Spark Tech Selloff, October 30",
"url": "https://www.reuters.com/business/nasdaq-futures-tumble-amazon-intel-results-deepen-ai-spending-woes-2026-10-30/"
结构数据与来源
2026-10-30
"title": "US stock market Oct 29, 2026 closes",
"url": "https://portfolio-terminal.com/markets/stock-market-close/october-29-2026"
2026-10-31
"title": "Reuters, Binance Sets Aside More Than $6.34 Billion to Cover Losses, October 30",
"url": "https://www.reuters.com/legal/transactional/binance-sets-aside-over-634-billion-cover-losses-attack-2026-10-30/"
结构数据与来源
2026-10-30
"title": "FT: US tech shares fall on AI investment return concerns, Oct 29",
"url": "https://www.ft.com/content/1639620b-99e7-47ed-8484-49646816489e"
2026-10-31
"title": "SOFR Rate October 2026 Daily History, sourced from New York Fed",
"url": "https://www.sofrrate.com/sofr-rate/2026-10"
},
{
"title": "Federal Reserve Bank of New York Reference Rate Methodology",
"url": "https://www.newyorkfed.org/markets/reference-rates"
BTC 流动性状态机日报|2026-10-31 / E. Expected vs Actual / Model Residual
2026-10-30
## E. Expected vs Actual / Residual
**Expected:** 在S0且Q继续抽水、稳定币缩量的环境中,ETF集中申购可以抵消卖压,但不必然形成趋势行情;若实际利率/DXY下降且真实现货需求足够强,BTC应逐渐提高价格响应。
**Actual:** 10月29日实际利率与DXY下行、此前连续三日ETF净流入,但BTC参考日线下跌,Nasdaq Composite美国收盘约-1.38%;BTC日线窗口与美股收盘不同,不能直接精确计算相对收益。
**Model Residual:单窗口潜在负向残差,不升级结构残差警报。** Q的进一步抽水、稳定币缩量与科技信用担忧仍能解释部分弱势。只有两个严格对齐的有效窗口出现「ETF/现货流入+P不恶化,但BTC持续不响应」才触发结构残差警报。
2026-10-31
## E. Expected vs Actual / Model Residual
**Expected:** 在原S0且Q持续抽水、稳定币缩量的基础上,单独ETF回流难以建立健康正反馈;如果交易场所发生大额抵押品冻结,F会突然变为高度非线性。
**Actual:** 宏观实际利率下降而BTC仍随币安冲击暴跌;大额清算与局部抵押品短缺提供了直接机制,因此不能把所有跌幅误判为“无解释负向残差”。局部特异性风险造成价格对P改善不敏感,标记一次**负向残差观察**;没有两个可比且对齐的日度窗口,不发结构残差警报。
BTC 流动性状态机日报|2026-10-31 / E. Expected vs Actual / Model Residual
2026-10-30
## E. Expected vs Actual / Residual
**Expected:** 在S0且Q继续抽水、稳定币缩量的环境中,ETF集中申购可以抵消卖压,但不必然形成趋势行情;若实际利率/DXY下降且真实现货需求足够强,BTC应逐渐提高价格响应。
**Actual:** 10月29日实际利率与DXY下行、此前连续三日ETF净流入,但BTC参考日线下跌,Nasdaq Composite美国收盘约-1.38%;BTC日线窗口与美股收盘不同,不能直接精确计算相对收益。
**Model Residual:单窗口潜在负向残差,不升级结构残差警报。** Q的进一步抽水、稳定币缩量与科技信用担忧仍能解释部分弱势。只有两个严格对齐的有效窗口出现「ETF/现货流入+P不恶化,但BTC持续不响应」才触发结构残差警报。
2026-10-31
## E. Expected vs Actual / Model Residual
**Expected:** 在原S0且Q持续抽水、稳定币缩量的基础上,单独ETF回流难以建立健康正反馈;如果交易场所发生大额抵押品冻结,F会突然变为高度非线性。
**Actual:** 宏观实际利率下降而BTC仍随币安冲击暴跌;大额清算与局部抵押品短缺提供了直接机制,因此不能把所有跌幅误判为“无解释负向残差”。局部特异性风险造成价格对P改善不敏感,标记一次**负向残差观察**;没有两个可比且对齐的日度窗口,不发结构残差警报。
"zh": "Q连续周度抽水、g由IBIT集中申购和稳定币缩量构成内部背离,F缺健康反馈。P名义与实际利率回落却未形成跨层确认。单窗口潜在负向残差,非结构警报;证伪为Q/P改善叠加持续独立现货买盘。",
"en": "Reserve drainage persists; ETF inflows concentrate in IBIT while stablecoin supply shrinks. Rates eased without cross-layer BTC confirmation. One-window residual, not an alarm. Stop: Q/P improvement plus sustained spot demand."
2026-10-31
"zh": "币安事件触发跨交易所做市抵押品阻塞、强制平仓与ETF暂报赎回的跨层压力;最新滚动强平与OI表明级联正在减弱,持续性未确认。",
"en": "Binance-related cross-venue collateral constraints, liquidations and preliminary ETF outflows triggered an acute shock; later liquidations eased and persistence is unconfirmed."
"zh": "FRAGILE-NEGATIVE|Gain DECAYING",
"en": "FRAGILE-NEGATIVE | Gain DECAYING"
2026-10-31
"zh": "FRAGILE-NEGATIVE;增益REVERSING",
"en": "FRAGILE-NEGATIVE; gain REVERSING"
结构数据与来源
2026-10-30
"status": "final",
2026-10-31
"status": "preliminary",
结构数据与来源
2026-10-30
"title": "US Treasury Daily Par Yield Curve, October 2026",
"url": "https://home.treasury.gov/resource-center/data-chart-center/interest-rates/TextView?field_tdr_date_value=2026&type=daily_treasury_yield_curve"
2026-10-31
"title": "U.S. Treasury Daily Treasury Par Yield Curve Rates, 2026",
"url": "https://home.treasury.gov/resource-center/data-chart-center/interest-rates/TextView?type=daily_treasury_yield_curve&field_tdr_date_value=2026"
结构数据与来源
2026-10-30
"title": "US Treasury Daily Par Real Yield Curve, October 2026",
"url": "https://home.treasury.gov/resource-center/data-chart-center/interest-rates/TextView?field_tdr_date_value=2026&type=daily_treasury_real_yield_curve"
2026-10-31
"title": "U.S. Treasury Daily Treasury Par Real Yield Curve Rates, 2026",
"url": "https://home.treasury.gov/resource-center/data-chart-center/interest-rates/TextView?type=daily_treasury_real_yield_curve&field_tdr_date_value=2026"
结构数据与来源
2026-10-30
"title": "Farside Investors US Spot Bitcoin ETF Fund Flows",
"url": "https://farside.co.uk/BTC/"
2026-10-31
"title": "Farside Investors, US Spot Bitcoin ETF Flows",
"url": "https://farside.co.uk/btc/"