{ "exchange": "binance", "generated_at": "2026-06-03T18:05:59.316085Z", "learning_state_used": { "endpoint_status": { "funding_rate_history": { "last_checked": "2026-06-03T18:01:21.918584Z", "status": "ok" }, "liq_heatmap_model1": { "last_checked": "2026-06-03T18:01:21.918584Z", "status": "upgrade_required" }, "liquidation_history": { "last_checked": "2026-06-03T18:01:21.918584Z", "status": "ok" }, "open_interest_history": { "last_checked": "2026-06-03T18:01:21.918584Z", "status": "ok" }, "public:https://capi.coinglass.com/liquidity-heatmap/api/liquidity/v3/heatmap?merge=true&symbol=Binance_BTCUSDT&interval=5&limit=288": { "last_checked": "2026-06-03T15:31:13Z", "payload_code": "0", "status": "ok" }, "public:https://capi.coinglass.com/liquidity-heatmap/api/liquidity/v4/heatmap?merge=true&symbol=Binance_BTCUSDT&interval=5&limit=288": { "last_checked": "2026-06-03T15:31:13Z", "payload_code": "0", "status": "ok" }, "public:https://fapi.coinglass.com/api/index/v2/liqHeatMap?merge=true&symbol=Binance_BTCUSDT&interval=5&limit=288": { "last_checked": "2026-06-03T15:31:13Z", "payload_code": "40001", "status": "request_rejected_or_signature_required" }, "public:https://fapi.coinglass.com/api/index/v4/aggregate/liqHeatMap?merge=true&symbol=BTC&interval=5&limit=288": { "last_checked": "2026-06-03T15:31:13Z", "payload_code": "40001", "status": "request_rejected_or_signature_required" }, "public:https://fapi.coinglass.com/api/index/v5/liqHeatMap?merge=true&symbol=Binance_BTCUSDT&interval=5&limit=288": { "last_checked": "2026-06-03T15:31:13Z", "payload_code": "40001", "status": "request_rejected_or_signature_required" }, "public:https://fapi.coinglass.com/api/index/v6/liqHeatMap?merge=true&symbol=Binance_BTCUSDT&interval=5&limit=288": { "last_checked": "2026-06-03T15:31:13Z", "payload_code": "40001", "status": "request_rejected_or_signature_required" }, "public:https://www.coinglass.com/api/index/2/exLiqMap?symbol=BTC": { "last_checked": "2026-06-03T15:31:13Z", "payload_code": null, "status": "no_public_points" }, "public:https://www.coinglass.com/api/index/5/liqMap?symbol=BTC": { "last_checked": "2026-06-03T15:31:13Z", "payload_code": null, "status": "no_public_points" }, "public:https://www.coinglass.com/api/index/aggregate/liqHeatMap?merge=true&symbol=BTC&interval=5&limit=288": { "last_checked": "2026-06-03T15:31:13Z", "payload_code": null, "status": "no_public_points" }, "public:https://www.coinglass.com/api/index/v3/aggregate/liqHeatMap?merge=true&symbol=BTC&interval=5&limit=288": { "last_checked": "2026-06-03T15:31:13Z", "payload_code": null, "status": "no_public_points" }, "supported_coins": { "last_checked": "2026-06-03T18:01:21.918584Z", "status": "ok" } }, "metrics": { "funding_absolute_delta_ema": 3.903617514830022e-06, "funding_relative_error_pct_ema": 1.5960166962088733, "last_heatmap_benchmark_status": "upgrade_required", "last_public_heatmap_benchmark_status": "ok_public_points", "oi_relative_error_pct_ema": 0.5077592370635643, "public_heatmap_boundary_counts": { "no_public_points": 4, "ok": 2, "request_rejected_or_signature_required": 4 }, "public_heatmap_price_delta_pct_ema": 0.9567539983934774 }, "notes": [ "Learning state stores derived calibration metrics only; it does not store the CoinGlass API key or raw paid payloads." ], "parameters": { "confidence_multiplier": 1.0100337462168234, "funding_scale_multiplier": 1.0029945570526257, "oi_scale_multiplier": 0.9974065499399495 }, "samples": 12824, "updated_at": "2026-06-03T18:01:21.918584Z", "version": "liqmap-v1-mvp" }, "liquidation_tape": { "capture_seconds": 3.0, "captured_events": 0, "enabled": true, "generated_at": "2026-06-03T18:05:25.371448Z", "history_file": "liquidation-tape-v1.jsonl", "paper_only": true, "raw_payload_stored": false, "recent_events_loaded": 1, "sources": { "binance_ws": { "events": 0, "note": "largest force order snapshot per symbol per second", "ok": true, "stream": "symbol_forceOrder" }, "bybit_ws": { "events": 0, "note": "public all-liquidation stream; Buy means long liquidated per Bybit docs", "ok": true, "stream": "allLiquidation" } }, "summary_windows_minutes": [ 15, 60, 240 ] }, "mode": "paper_only_analytics", "public_coinglass": { "asset_reconnaissance": { "assets_inspected_count": 12, "discovered_endpoint_count": 0, "discovered_route_count": 18 }, "by_symbol": { "BTCUSDT": { "comparison": { "dominant_down_price_delta_pct": -0.16369230769230994, "dominant_up_price_delta_pct": -2.1808759124087507, "internal_dominant_down_price": 64893.6, "internal_dominant_up_price": 67006.1, "internal_down_price": 65949.9, "internal_up_price": 66081.9, "nearest_down_price_delta_pct": -1.0355642256902848, "nearest_up_price_delta_pct": -0.8523630907727019, "public_point_count": 203875, "public_prices_exported": false, "public_unique_price_levels": 2929, "raw_payload_stored": false, "symbol": "BTCUSDT" }, "comparison_recomputed_at": "2026-06-03T18:05:59Z", "endpoint_boundary_counts": { "0": 2, "404": 4, "request_rejected_or_signature_required": 4 }, "endpoint_probes": [ { "body_chars_read": 7509444, "boundary": null, "data_shape": { "length": 288, "type": "list" }, "payload_code": "0", "payload_msg": "success", "payload_success": true, "raw_payload_stored": false, "status_code": 200 }, { "body_chars_read": 8923855, "boundary": null, "data_shape": { "keys": [ "data", "max", "size" ], "type": "dict" }, "payload_code": "0", "payload_msg": "success", "payload_success": true, "raw_payload_stored": false, "status_code": 200 }, { "body_chars_read": 46, "boundary": "request_rejected_or_signature_required", "data_shape": { "type": "NoneType" }, "payload_code": "40001", "payload_msg": "error", "payload_success": false, "raw_payload_stored": false, "status_code": 200 }, { "body_chars_read": 46, "boundary": "request_rejected_or_signature_required", "data_shape": { "type": "NoneType" }, "payload_code": "40001", "payload_msg": "error", "payload_success": false, "raw_payload_stored": false, "status_code": 200 }, { "body_chars_read": 46, "boundary": "request_rejected_or_signature_required", "data_shape": { "type": "NoneType" }, "payload_code": "40001", "payload_msg": "error", "payload_success": false, "raw_payload_stored": false, "status_code": 200 }, { "body_chars_read": 46, "boundary": "request_rejected_or_signature_required", "data_shape": { "type": "NoneType" }, "payload_code": "40001", "payload_msg": "error", "payload_success": false, "raw_payload_stored": false, "status_code": 200 }, { "body_chars_read": 99997, "boundary": null, "data_shape": null, "payload_code": null, "payload_msg": null, "payload_success": null, "raw_payload_stored": false, "status_code": 404 }, { "body_chars_read": 99997, "boundary": null, "data_shape": null, "payload_code": null, "payload_msg": null, "payload_success": null, "raw_payload_stored": false, "status_code": 404 }, { "body_chars_read": 99997, "boundary": null, "data_shape": null, "payload_code": null, "payload_msg": null, "payload_success": null, "raw_payload_stored": false, "status_code": 404 }, { "body_chars_read": 99997, "boundary": null, "data_shape": null, "payload_code": null, "payload_msg": null, "payload_success": null, "raw_payload_stored": false, "status_code": 404 } ], "page": { "asset_count": 70, "ok": true, "raw_html_stored": false, "status_code": 200, "title": "Liquidation Heatmap,Bitcoin Liquidation Heatmap,Crypto Liquidation Levels Heatmap | CoinGlass" }, "public_heatmap_levels_exported": false, "raw_dynamic_payload_stored": false }, "ETHUSDT": { "comparison": null, "comparison_recomputed_at": null, "endpoint_boundary_counts": {}, "endpoint_probes": [], "page": { "asset_count": 70, "ok": true, "raw_html_stored": false, "status_code": 200, "title": "Liquidation Heatmap,Ethereum Liquidation Heatmap,Crypto Liquidation Levels Heatmap | CoinGlass" }, "public_heatmap_levels_exported": false, "raw_dynamic_payload_stored": false }, "SOLUSDT": { "comparison": null, "comparison_recomputed_at": null, "endpoint_boundary_counts": {}, "endpoint_probes": [], "page": { "asset_count": 70, "ok": true, "raw_html_stored": false, "status_code": 200, "title": "Liquidation Heatmap,SOL Liquidation Heatmap,Crypto Liquidation Levels Heatmap | CoinGlass" }, "public_heatmap_levels_exported": false, "raw_dynamic_payload_stored": false } }, "cache_status": "fresh_cache", "direct_endpoint_boundary_counts": { "0": 2, "404": 4, "request_rejected_or_signature_required": 4 }, "direct_endpoint_probe_count": 10, "enabled": true, "generated_at": "2026-06-03T15:31:13Z", "learning_notes": [ "Public CoinGlass website/page/canvas benchmark refreshed; detailed public levels stay in internal calibration artifacts, not public dashboard output." ], "policy": { "low_rate_cached": true, "no_captcha_or_cloudflare_bypass": true, "no_login_bypass": true, "no_prime_bypass": true, "no_request_signature_reverse_engineering": true, "public_only": true, "raw_dynamic_payload_stored": false }, "public_heatmap_levels_exported": false, "raw_dynamic_payload_stored": false, "robots": { "allowed": true, "disallow_count": 4, "matched_disallow": null, "ok": true, "target_path": "/pro/futures/LiquidationHeatMap" }, "source": "public_coinglass_website", "symbols": [ { "asset_count": 70, "coin": "BTC", "ok": true, "raw_html_stored": false, "status_code": 200, "symbol": "BTCUSDT", "title": "Liquidation Heatmap,Bitcoin Liquidation Heatmap,Crypto Liquidation Levels Heatmap | CoinGlass" }, { "asset_count": 70, "coin": "ETH", "ok": true, "raw_html_stored": false, "status_code": 200, "symbol": "ETHUSDT", "title": "Liquidation Heatmap,Ethereum Liquidation Heatmap,Crypto Liquidation Levels Heatmap | CoinGlass" }, { "asset_count": 70, "coin": "SOL", "ok": true, "raw_html_stored": false, "status_code": 200, "symbol": "SOLUSDT", "title": "Liquidation Heatmap,SOL Liquidation Heatmap,Crypto Liquidation Levels Heatmap | CoinGlass" } ], "visual_probe": { "age_hours": 0.22275279166666664, "available": true, "enabled": true, "fresh": true, "generated_at": "2026-06-03T15:18:11Z", "observation_count": 1, "public_heatmap_levels_exported": false, "result_count": 3, "results": [ { "canvas_count": 2, "public_endpoint_success_count": 1, "raw_dynamic_payload_stored": false, "route": "LiquidationHeatMap", "screenshot_count": 3, "status": "captured", "symbol": "BTCUSDT", "title": "Liquidation Heatmap,Bitcoin Liquidation Heatmap,Crypto Liquidation Levels Heatmap | CoinGlass" }, { "canvas_count": 0, "public_endpoint_success_count": 0, "raw_dynamic_payload_stored": false, "route": "LiquidationHeatMap", "screenshot_count": 1, "status": "captured", "symbol": "ETHUSDT", "title": "Liquidation Heatmap,Ethereum Liquidation Heatmap,Crypto Liquidation Levels Heatmap | CoinGlass" }, { "canvas_count": 0, "public_endpoint_success_count": 0, "raw_dynamic_payload_stored": false, "route": "LiquidationHeatMap", "screenshot_count": 1, "status": "captured", "symbol": "SOLUSDT", "title": "Liquidation Heatmap,SOL Liquidation Heatmap,Crypto Liquidation Levels Heatmap | CoinGlass" } ] } }, "public_export_policy": { "detailed_public_benchmark_artifacts_internal_only": true, "public_heatmap_price_levels_exported": false, "raw_dynamic_coinglass_payloads_stored": false }, "scope": { "coinglass_compare_symbols": [ "BTCUSDT", "ETHUSDT", "SOLUSDT" ], "coinglass_comparison_enabled": true, "dynamic_universe": { "added_symbols": [ { "reason": "paper_candidate", "symbol": "LINKUSDT" }, { "reason": "paper_candidate", "symbol": "AVAXUSDT" }, { "reason": "paper_candidate", "symbol": "ENAUSDT" }, { "reason": "paper_candidate", "symbol": "ONDOUSDT" }, { "reason": "paper_candidate", "symbol": "GUNUSDT" }, { "reason": "paper_candidate", "symbol": "VVVUSDT" }, { "reason": "paper_candidate", "symbol": "FILUSDT" }, { "reason": "paper_candidate", "symbol": "MANTRAUSDT" }, { "reason": "paper_candidate", "symbol": "BEATUSDT" } ], "core_symbols": [ "BTCUSDT", "ETHUSDT", "SOLUSDT" ], "enabled": true, "errors": [], "final_count": 12, "max_symbols": 12, "mode": "paper_dashboard_dynamic" }, "interval": "1h", "liquidation_tape_enabled": true, "lookback_candles": 72, "paper_only": true, "pillars": [ "liquidation_heatmap", "funding_rates", "open_interest", "real_liquidation_tape", "public_coinglass_visual_benchmark" ], "public_coinglass_enabled": true, "real_orders": false, "symbols": [ "BTCUSDT", "ETHUSDT", "SOLUSDT", "LINKUSDT", "AVAXUSDT", "ENAUSDT", "ONDOUSDT", "GUNUSDT", "VVVUSDT", "FILUSDT", "MANTRAUSDT", "BEATUSDT" ] }, "symbols": [ { "coinglass_comparison": { "api_key_source": "env_or_key_file", "checks": { "funding_rate_history": { "latest": { "close": 0.009621, "high": 0.01, "low": 0.009611, "open": 0.01, "time": 1780502400000 }, "ok": true, "payload_type": "list", "sample_count": 30, "top_level_keys": [ "code", "data" ] }, "liq_heatmap_model1": { "error": "skipped until heatmap probe cooldown expires", "ok": false, "status": "cooldown" }, "liquidation_history": { "latest": { "close": 0.0, "high": 0.0, "low": 0.0, "open": 0.0, "time": 1780502400000 }, "ok": true, "payload_type": "list", "sample_count": 30, "top_level_keys": [ "code", "data" ] }, "open_interest_history": { "latest": { "close": 6954369091.6184, "high": 7082746986.0, "low": 6913639084.0, "open": 7082512065.0, "time": 1780502400000 }, "ok": true, "payload_type": "list", "sample_count": 30, "top_level_keys": [ "code", "data" ] }, "supported_coins": { "latest": null, "ok": true, "payload_type": "list", "sample_count": 1227, "target_coin_supported": true, "top_level_keys": [ "code", "data" ] } }, "enabled": true, "exchange": "Binance", "interval": "4h", "limit": 30, "metrics": { "funding_rate": { "abs_relative_delta_pct": 0.29945570526259174, "coinglass": 9.620999999999999e-05, "coinglass_raw": 0.009621, "coinglass_unit_normalized": true, "delta": 2.8810633403313947e-07, "internal": 9.649810633403313e-05, "internal_raw": 9.621e-05, "relative_delta_pct": 0.29945570526259174 }, "liquidation_history": { "imbalance_score": -0.6164959925551474, "interval": "4h", "long_liquidation_usd": 6466980.54, "raw_payload_stored": false, "short_liquidation_usd": 1534252.46, "time": 1780502400000, "total_liquidation_usd": 8001233.0 }, "open_interest_usd": { "abs_relative_delta_pct": 0.3499750818599439, "coinglass": 6954369091.6184, "delta": -24338558.92123413, "internal": 6930030532.6971655, "internal_raw": 6948049953.265697, "relative_delta_pct": -0.3499750818599439 } }, "raw_payload_stored": false }, "coinglass_validation": { "api_key_source": "env_or_key_file", "checks": { "funding_rate_history": { "latest": { "close": 0.009621, "high": 0.01, "low": 0.009611, "open": 0.01, "time": 1780502400000 }, "ok": true, "payload_type": "list", "sample_count": 30, "top_level_keys": [ "code", "data" ] }, "liq_heatmap_model1": { "error": "skipped until heatmap probe cooldown expires", "ok": false, "status": "cooldown" }, "liquidation_history": { "latest": { "close": 0.0, "high": 0.0, "low": 0.0, "open": 0.0, "time": 1780502400000 }, "ok": true, "payload_type": "list", "sample_count": 30, "top_level_keys": [ "code", "data" ] }, "open_interest_history": { "latest": { "close": 6954369091.6184, "high": 7082746986.0, "low": 6913639084.0, "open": 7082512065.0, "time": 1780502400000 }, "ok": true, "payload_type": "list", "sample_count": 30, "top_level_keys": [ "code", "data" ] }, "supported_coins": { "latest": null, "ok": true, "payload_type": "list", "sample_count": 1227, "target_coin_supported": true, "top_level_keys": [ "code", "data" ] } }, "enabled": true, "exchange": "Binance", "interval": "4h", "limit": 30, "metrics": { "funding_rate": { "abs_relative_delta_pct": 0.29945570526259174, "coinglass": 9.620999999999999e-05, "coinglass_raw": 0.009621, "coinglass_unit_normalized": true, "delta": 2.8810633403313947e-07, "internal": 9.649810633403313e-05, "internal_raw": 9.621e-05, "relative_delta_pct": 0.29945570526259174 }, "liquidation_history": { "imbalance_score": -0.6164959925551474, "interval": "4h", "long_liquidation_usd": 6466980.54, "raw_payload_stored": false, "short_liquidation_usd": 1534252.46, "time": 1780502400000, "total_liquidation_usd": 8001233.0 }, "open_interest_usd": { "abs_relative_delta_pct": 0.3499750818599439, "coinglass": 6954369091.6184, "delta": -24338558.92123413, "internal": 6930030532.6971655, "internal_raw": 6948049953.265697, "relative_delta_pct": -0.3499750818599439 } }, "raw_payload_stored": false }, "exchange": "binance", "funding": { "avg_24h_rate": 8.283333333333333e-05, "avg_window_rate": 4.966123287671233e-05, "bias": "neutral", "calibrated_latest_rate": 9.649810633403313e-05, "calibrated_latest_rate_pct": 0.009649810633403312, "calibration_applied": { "funding_scale_multiplier": 1.0029945570526257 }, "latest_rate": 9.621e-05, "latest_rate_pct": 0.009621000000000001, "next_funding_time": "2026-06-04T00:00:00Z", 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