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Explain this to me
Winrate shifts are differences in winrate compared to the item's winrate overall. Values are for when the item wasn't bought, early (Q1) and late (Q3) timings (higher is better). Winrate gradient per minute shows how winrate changes with every minute of the item's delayed purchase timing. Item timings values can be used to restore the normal distribution chart, where Q1, median and Q3 mean the first, second and third quantiles respectively.
Columns
| Total | Winrate shifts | Timings | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
 | Aghanim's Blessing | 9 | 8.57% | 100.0 | 100.00% | +48.96% | 0.00% | 0.00% | 0.00% | 48:02 | 33:52 | 40:43 | 49:13 | 51:46 | 55:49 | 11:03 | 08:11 |
 | Silver Edge | 8 | 7.62% | 98.6 | 100.00% | +48.45% | 0.00% | 0.00% | 0.00% | 42:09 | 25:55 | 30:47 | 37:58 | 47:57 | 1:08:04 | 17:10 | 12:42 |
 | Crystalys | 8 | 7.62% | 97.3 | 100.00% | +48.45% | 0.00% | 0.00% | 0.00% | 41:27 | 25:33 | 30:35 | 36:56 | 47:41 | 1:07:46 | 17:06 | 12:40 |
 | Yasha and Kaya | 16 | 15.24% | 95.9 | 81.25% | +30.69% | -6.25% | -6.25% | 0.00% | 41:25 | 26:24 | 34:02 | 37:51 | 44:37 | 57:58 | 10:35 | 07:50 |
 | Yasha | 16 | 15.24% | 94.5 | 81.25% | +30.69% | -6.25% | -6.25% | 0.00% | 41:02 | 26:07 | 33:46 | 37:51 | 44:37 | 57:58 | 10:51 | 08:02 |
 | Eul's Scepter of Divinity | 6 | 5.71% | 93.2 | 100.00% | +47.47% | 0.00% | 0.00% | 0.00% | 48:17 | 37:47 | 43:08 | 44:54 | 55:09 | 1:03:42 | 12:01 | 08:54 |
 | Wind Waker | 6 | 5.71% | 91.8 | 100.00% | +47.47% | 0.00% | 0.00% | 0.00% | 48:56 | 37:47 | 43:08 | 45:00 | 55:09 | 1:03:42 | 12:01 | 08:54 |
 | Kaya | 19 | 18.10% | 90.4 | 73.68% | +22.52% | -13.68% | +6.32% | 1.98% | 39:03 | 22:18 | 31:46 | 37:21 | 41:53 | 57:55 | 10:07 | 07:29 |
 | Black King Bar | 53 | 50.48% | 89.0 | 62.26% | +14.18% | +6.97% | -8.41% | -2.04% | 31:14 | 20:55 | 26:12 | 29:27 | 33:44 | 59:18 | 07:32 | 05:34 |
 | Vladmir's Offering | 11 | 10.48% | 87.7 | 81.82% | +29.69% | -15.15% | -15.15% | 0.00% | 31:13 | 18:01 | 19:28 | 31:09 | 39:25 | 46:05 | 19:57 | 14:46 |
 | Boots of Speed | 103 | 98.10% | 86.3 | 56.31% | +56.31% | +1.38% | +1.38% | 0.00% | 03:48 | -01:29 | 02:31 | 03:32 | 04:57 | 12:07 | 02:26 | 01:48 |
 | Chainmail | 53 | 50.48% | 84.9 | 60.38% | +10.38% | -14.23% | +8.85% | 3.39% | 10:21 | 03:00 | 05:35 | 08:31 | 12:24 | 30:22 | 06:49 | 05:02 |
 | Wind Lace | 55 | 52.38% | 83.6 | 60.00% | +10.00% | -2.86% | -2.86% | 0.00% | 07:29 | -01:29 | -00:49 | 05:28 | 09:54 | 53:58 | 10:43 | 07:56 |
 | Magic Stick | 90 | 85.71% | 82.2 | 56.67% | +10.00% | -4.50% | +6.97% | 1.76% | 06:18 | -01:29 | 02:28 | 06:54 | 09:00 | 28:46 | 06:32 | 04:50 |
 | Magic Wand | 85 | 80.95% | 80.8 | 56.47% | +6.47% | -4.09% | +10.20% | 2.83% | 10:03 | 01:58 | 07:24 | 09:34 | 12:27 | 26:49 | 05:03 | 03:44 |
 | Aghanim's Scepter | 26 | 24.76% | 79.5 | 65.38% | +13.48% | +20.33% | +1.29% | -1.24% | 38:27 | 21:39 | 31:34 | 37:47 | 46:52 | 53:58 | 15:18 | 11:20 |
 | Headdress | 10 | 9.52% | 78.1 | 80.00% | +27.37% | -13.33% | +20.00% | 1.48% | 29:30 | 15:57 | 16:35 | 30:22 | 39:06 | 46:05 | 22:31 | 16:40 |
 | Orb of Venom | 40 | 38.10% | 76.7 | 60.00% | +7.69% | +10.00% | 0.00% | -7.50% | 00:11 | -12:29 | -01:29 | -01:29 | 02:49 | 06:24 | 04:18 | 03:11 |
 | Void Stone | 31 | 29.52% | 75.3 | 61.29% | +8.59% | +13.71% | +1.21% | -1.76% | 19:43 | 10:54 | 14:01 | 15:56 | 21:06 | 55:09 | 07:05 | 05:14 |
 | Tranquil Boots | 7 | 6.67% | 74.0 | 85.71% | +32.65% | -35.71% | +14.29% | 8.24% | 22:32 | 11:12 | 14:21 | 20:16 | 20:25 | 40:27 | 06:04 | 04:29 |
 | Phase Boots | 46 | 43.81% | 72.6 | 56.52% | +2.28% | -14.85% | +7.12% | 3.88% | 10:18 | 05:03 | 06:35 | 08:38 | 12:15 | 53:58 | 05:40 | 04:11 |
 | Power Treads | 46 | 43.81% | 71.2 | 56.52% | +2.28% | -14.85% | +7.12% | 3.02% | 13:47 | 03:47 | 09:49 | 12:12 | 17:06 | 29:13 | 07:17 | 05:23 |
 | Ring of Protection | 30 | 28.57% | 69.9 | 60.00% | +6.67% | -22.50% | +11.43% | 1.55% | 19:31 | -01:29 | 08:31 | 15:29 | 30:22 | 46:05 | 21:51 | 16:11 |
 | Quelling Blade | 24 | 22.86% | 68.5 | 62.50% | +9.41% | +4.17% | +20.83% | 0.00% | 00:17 | -01:29 | -01:29 | -01:29 | -01:29 | 23:09 | 00:00 | 00:00 |
 | Shadow Blade | 39 | 37.14% | 67.1 | 56.41% | +1.86% | +3.59% | -6.41% | -1.43% | 26:22 | 15:08 | 21:32 | 24:32 | 28:33 | 53:58 | 07:01 | 05:11 |
 | Refresher Orb | 9 | 8.57% | 65.8 | 77.78% | +24.65% | -27.78% | +22.22% | 6.82% | 45:00 | 33:19 | 35:37 | 41:16 | 42:57 | 1:19:23 | 07:20 | 05:25 |
 | Hand of Midas | 31 | 29.52% | 64.4 | 58.06% | +4.01% | +29.44% | +4.44% | -9.62% | 14:00 | 09:42 | 11:34 | 13:13 | 14:10 | 22:42 | 02:36 | 01:55 |
 | Octarine Core | 31 | 29.52% | 63.0 | 58.06% | +4.01% | +16.94% | +4.44% | -3.61% | 23:15 | 15:32 | 19:11 | 20:28 | 22:39 | 53:58 | 03:28 | 02:34 |
 | Cornucopia | 13 | 12.38% | 61.6 | 69.23% | +15.97% | -35.90% | -2.56% | 6.45% | 37:56 | 26:40 | 32:36 | 34:42 | 37:46 | 1:18:55 | 05:10 | 03:49 |
 | Aghanim's Shard | 15 | 14.29% | 60.3 | 66.67% | +13.34% | -16.67% | +33.33% | 4.27% | 29:37 | 17:30 | 20:24 | 27:21 | 32:07 | 47:44 | 11:43 | 08:40 |
 | Linken's Sphere | 8 | 7.62% | 58.9 | 75.00% | +21.39% | -25.00% | +25.00% | 22.73% | 34:19 | 27:02 | 32:37 | 34:12 | 34:49 | 39:44 | 02:12 | 01:37 |
 | Urn of Shadows | 35 | 33.33% | 57.5 | 51.43% | -5.71% | -6.99% | +15.24% | 3.93% | 12:25 | 05:01 | 08:55 | 11:54 | 14:34 | 23:22 | 05:39 | 04:11 |
 | Drum of Endurance | 13 | 12.38% | 56.2 | 61.54% | +7.19% | -28.21% | -28.21% | 0.00% | 21:32 | 16:30 | 16:54 | 19:33 | 22:07 | 36:04 | 05:13 | 03:51 |
 | Moon Shard | 3 | 2.86% | 54.8 | 100.00% | +46.08% | 0.00% | 0.00% | 0.00% | 1:07:28 | 59:43 | 59:43 | 1:10:18 | 1:12:22 | 1:12:22 | 12:39 | 09:22 |
 | Assault Cuirass | 3 | 2.86% | 53.4 | 100.00% | +46.08% | 0.00% | 0.00% | 0.00% | 39:27 | 31:48 | 31:48 | 41:47 | 44:45 | 44:45 | 12:57 | 09:35 |
 | Medallion of Courage | 7 | 6.67% | 52.1 | 71.43% | +17.35% | +28.57% | -71.43% | -6.90% | 26:00 | 14:36 | 15:22 | 22:03 | 29:51 | 43:06 | 14:29 | 10:43 |
 | Buckler | 5 | 4.76% | 50.7 | 80.00% | +26.00% | +20.00% | +20.00% | 0.00% | 34:43 | 23:11 | 23:11 | 38:50 | 41:32 | 44:28 | 18:21 | 13:35 |
 | Stout Shield | 26 | 24.76% | 49.3 | 46.15% | -12.08% | -17.58% | +3.85% | 21.43% | -10:22 | -13:46 | -11:53 | -11:13 | -09:23 | 02:34 | 02:30 | 01:51 |
 | Bracer | 18 | 17.14% | 47.9 | 50.00% | -6.32% | +30.00% | -25.00% | -4.98% | 12:35 | 01:39 | 06:18 | 11:36 | 17:21 | 24:40 | 11:03 | 08:11 |
 | Blight Stone | 4 | 3.81% | 46.6 | 75.00% | +20.54% | +25.00% | -75.00% | 0.00% | 25:37 | 15:32 | 15:32 | 20:10 | 29:51 | 36:55 | 14:19 | 10:36 |
 | Glimmer Cape | 4 | 3.81% | 45.2 | 75.00% | +20.54% | +25.00% | +25.00% | 0.00% | 28:56 | 21:47 | 21:47 | 25:03 | 28:53 | 40:00 | 07:06 | 05:15 |
 | Lotus Orb | 2 | 1.90% | 43.8 | 100.00% | +45.63% | 0.00% | 0.00% | 0.00% | 31:27 | 28:13 | 28:13 | 34:40 | 34:40 | 34:40 | 06:27 | 04:46 |
 | Boots of Travel 2 | 2 | 1.90% | 42.5 | 100.00% | +45.63% | 0.00% | 0.00% | 0.00% | 54:50 | 51:34 | 51:34 | 58:05 | 58:05 | 58:05 | 06:31 | 04:49 |
 | Ring of Basilius | 7 | 6.67% | 41.1 | 57.14% | +2.04% | +42.86% | -7.14% | -2.09% | 26:57 | 12:11 | 12:12 | 28:38 | 36:05 | 42:26 | 23:53 | 17:41 |
 | Wraith Band | 7 | 6.67% | 39.7 | 57.14% | +2.04% | +42.86% | -7.14% | -50.00% | 06:33 | 01:18 | 01:32 | 02:20 | 02:20 | 33:01 | 00:48 | 00:35 |
 | Bottle | 5 | 4.76% | 38.4 | 60.00% | +5.00% | -60.00% | +40.00% | 0.00% | 01:27 | 01:12 | 01:12 | 01:27 | 01:38 | 01:39 | 00:26 | 00:19 |
 | Blade Mail | 5 | 4.76% | 37.0 | 60.00% | +5.00% | +40.00% | -60.00% | 0.00% | 21:38 | 12:12 | 12:12 | 25:59 | 28:21 | 29:24 | 16:09 | 11:57 |
 | Heart of Tarrasque | 3 | 2.86% | 35.6 | 66.67% | +11.77% | -66.67% | 0.00% | 0.00% | 35:53 | 21:27 | 21:27 | 30:32 | 55:39 | 55:39 | 34:12 | 25:20 |
 | Solar Crest | 3 | 2.86% | 34.2 | 66.67% | +11.77% | +33.33% | 0.00% | 0.00% | 38:04 | 24:28 | 24:28 | 39:45 | 49:58 | 49:58 | 25:30 | 18:53 |
 | Aeon Disk | 1 | 0.95% | 32.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:57 | 48:57 | 48:57 | 48:57 | 48:57 | 48:57 | 00:00 | 00:00 |
 | Diadem | 1 | 0.95% | 31.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:25 | 55:25 | 55:25 | 55:25 | 55:25 | 55:25 | 00:00 | 00:00 |
 | Disperser | 1 | 0.95% | 30.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:14:03 | 1:14:03 | 1:14:03 | 1:14:03 | 1:14:03 | 1:14:03 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 0.95% | 28.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:46 | 40:46 | 40:46 | 40:46 | 40:46 | 40:46 | 00:00 | 00:00 |
 | Revenant's Brooch | 1 | 0.95% | 27.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:18:20 | 1:18:20 | 1:18:20 | 1:18:20 | 1:18:20 | 1:18:20 | 00:00 | 00:00 |
 | Witch Blade | 1 | 0.95% | 26.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:18:09 | 1:18:09 | 1:18:09 | 1:18:09 | 1:18:09 | 1:18:09 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 0.95% | 24.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:37 | 43:37 | 43:37 | 43:37 | 43:37 | 43:37 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 0.95% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:28 | 26:28 | 26:28 | 26:28 | 26:28 | 26:28 | 00:00 | 00:00 |
 | Ring of Health | 1 | 0.95% | 21.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:19 | 23:19 | 23:19 | 23:19 | 23:19 | 23:19 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 0.95% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:22 | 35:22 | 35:22 | 35:22 | 35:22 | 35:22 | 00:00 | 00:00 |
 | Vanguard | 1 | 0.95% | 19.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:22 | 23:22 | 23:22 | 23:22 | 23:22 | 23:22 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 0.95% | 17.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:24 | 28:24 | 28:24 | 28:24 | 28:24 | 28:24 | 00:00 | 00:00 |
 | Armlet of Mordiggian | 1 | 0.95% | 16.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:25 | 29:25 | 29:25 | 29:25 | 29:25 | 29:25 | 00:00 | 00:00 |
 | Null Talisman | 1 | 0.95% | 15.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:58 | 32:58 | 32:58 | 32:58 | 32:58 | 32:58 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 0.95% | 13.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:13:53 | 1:13:53 | 1:13:53 | 1:13:53 | 1:13:53 | 1:13:53 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 0.95% | 12.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:28 | 39:28 | 39:28 | 39:28 | 39:28 | 39:28 | 00:00 | 00:00 |
 | Dagon (level 4) | 1 | 0.95% | 11.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:11 | 54:11 | 54:11 | 54:11 | 54:11 | 54:11 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 0.95% | 9.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:27 | 55:27 | 55:27 | 55:27 | 55:27 | 55:27 | 00:00 | 00:00 |
 | Dagon | 1 | 0.95% | 8.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:25 | 55:25 | 55:25 | 55:25 | 55:25 | 55:25 | 00:00 | 00:00 |
 | Soul Ring | 2 | 1.90% | 6.8 | 50.00% | -5.34% | +50.00% | 0.00% | 0.00% | 13:14 | 09:12 | 09:12 | 17:15 | 17:15 | 17:15 | 08:03 | 05:57 |
 | Kaya and Sange | 2 | 1.90% | 5.5 | 50.00% | -5.34% | -50.00% | 0.00% | 0.00% | 32:23 | 31:46 | 31:46 | 33:00 | 33:00 | 33:00 | 01:14 | 00:54 |
 | Morbid Mask | 2 | 1.90% | 4.1 | 50.00% | -5.34% | -50.00% | 0.00% | 0.00% | 41:48 | 41:09 | 41:09 | 42:26 | 42:26 | 42:26 | 01:17 | 00:57 |
 | Poor Man's Shield | 3 | 2.86% | 2.7 | 33.33% | -22.55% | -33.33% | 0.00% | 0.00% | 01:31 | 01:02 | 01:02 | 01:28 | 02:02 | 02:02 | 01:00 | 00:44 |
 | Sange | 3 | 2.86% | 1.4 | 33.33% | -22.55% | -33.33% | 0.00% | 0.00% | 34:12 | 31:45 | 31:45 | 32:20 | 38:31 | 38:31 | 06:46 | 05:00 |