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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 | |
 | Sange | 15 | 6.49% | 100.0 | 93.33% | +42.40% | -18.33% | +6.67% | 2.06% | 32:20 | 19:44 | 25:19 | 33:21 | 37:28 | 41:06 | 12:09 | 09:00 |
 | Heaven's Halberd | 11 | 4.76% | 98.3 | 90.91% | +39.09% | -24.24% | +9.09% | 2.47% | 35:41 | 24:49 | 28:00 | 36:01 | 41:29 | 49:07 | 13:29 | 09:59 |
 | Aghanim's Scepter | 34 | 14.72% | 96.6 | 73.53% | +23.28% | -6.86% | +1.47% | 0.72% | 32:11 | 18:37 | 25:33 | 32:16 | 37:12 | 47:48 | 11:39 | 08:37 |
 | Aghanim's Shard | 98 | 42.42% | 94.8 | 65.31% | +20.20% | +6.69% | -2.81% | -1.04% | 27:36 | 15:03 | 22:51 | 26:29 | 32:00 | 52:37 | 09:09 | 06:46 |
 | Ring of Basilius | 16 | 6.93% | 93.1 | 81.25% | +29.62% | +18.75% | -31.25% | -3.33% | 34:15 | 07:28 | 26:48 | 34:13 | 41:50 | 52:22 | 15:02 | 11:08 |
 | Glimmer Cape | 40 | 17.32% | 91.4 | 67.50% | +16.71% | +2.50% | -7.50% | -1.17% | 24:59 | 12:44 | 20:45 | 24:04 | 29:19 | 50:54 | 08:34 | 06:20 |
 | Quelling Blade | 29 | 12.55% | 89.7 | 68.97% | +17.48% | +16.74% | -11.83% | -1.67% | 11:07 | -01:29 | 00:04 | 11:59 | 17:08 | 40:18 | 17:04 | 12:38 |
 | Void Stone | 29 | 12.55% | 87.9 | 68.97% | +17.48% | -11.83% | +16.74% | 1.32% | 30:25 | 08:33 | 16:02 | 29:27 | 37:38 | 57:41 | 21:36 | 16:00 |
 | Force Staff | 124 | 53.68% | 86.2 | 57.26% | +7.73% | +4.03% | -8.87% | -1.77% | 25:00 | 14:58 | 20:31 | 23:14 | 27:48 | 60:10 | 07:17 | 05:23 |
 | Buckler | 19 | 8.23% | 84.5 | 73.68% | +21.79% | -13.68% | -13.68% | 0.00% | 31:32 | 07:23 | 23:18 | 33:44 | 40:28 | 52:22 | 17:10 | 12:42 |
 | Boots of Speed | 231 | 100.00% | 82.8 | 53.68% | +53.68% | +8.39% | -7.13% | -3.77% | 05:24 | -01:29 | 03:56 | 06:11 | 08:03 | 12:58 | 04:07 | 03:02 |
 | Magic Stick | 230 | 99.57% | 81.0 | 53.48% | -46.52% | -3.48% | -0.85% | 0.36% | 04:18 | -01:29 | 00:45 | 03:50 | 08:02 | 17:30 | 07:17 | 05:23 |
 | Wind Lace | 221 | 95.67% | 79.3 | 53.39% | -6.61% | -7.94% | +10.25% | 3.17% | 03:42 | -01:29 | -01:29 | 03:52 | 07:13 | 15:06 | 08:42 | 06:26 |
 | Tranquil Boots | 211 | 91.34% | 77.6 | 53.08% | -6.92% | +3.52% | -9.68% | -3.34% | 09:47 | 00:59 | 07:44 | 09:23 | 11:41 | 27:42 | 03:57 | 02:55 |
 | Magic Wand | 184 | 79.65% | 75.9 | 52.72% | -4.73% | +5.98% | -0.55% | -1.60% | 11:36 | 01:33 | 08:56 | 10:59 | 13:01 | 33:40 | 04:05 | 03:01 |
 | Fluffy Hat | 166 | 71.86% | 74.1 | 52.41% | -4.51% | -7.17% | -13.39% | -0.66% | 16:51 | 04:00 | 11:35 | 14:33 | 21:03 | 45:34 | 09:28 | 07:00 |
 | Morbid Mask | 13 | 5.63% | 72.4 | 76.92% | +24.63% | +23.08% | -10.25% | -2.19% | 37:00 | 23:28 | 28:33 | 34:13 | 43:45 | 52:22 | 15:12 | 11:15 |
 | Vladmir's Offering | 13 | 5.63% | 70.7 | 76.92% | +24.63% | +23.08% | -10.25% | -2.23% | 37:45 | 23:28 | 28:49 | 35:27 | 43:45 | 52:22 | 14:56 | 11:03 |
 | Ring of Protection | 82 | 35.50% | 69.0 | 54.88% | +1.86% | -2.50% | +10.12% | 1.03% | 09:19 | -01:30 | -01:29 | -01:25 | 13:47 | 52:22 | 15:16 | 11:18 |
 | Boots of Bearing | 30 | 12.99% | 67.2 | 63.33% | +11.09% | -0.83% | -6.19% | -0.42% | 32:51 | 22:37 | 26:30 | 31:58 | 39:10 | 44:36 | 12:40 | 09:22 |
 | Drum of Endurance | 48 | 20.78% | 65.5 | 58.33% | +5.87% | 0.00% | +16.67% | 1.87% | 22:18 | 14:06 | 17:30 | 19:32 | 26:26 | 38:07 | 08:56 | 06:37 |
 | Wraith Pact | 5 | 2.16% | 63.8 | 100.00% | +47.35% | 0.00% | 0.00% | 0.00% | 37:39 | 32:10 | 32:10 | 37:02 | 37:32 | 44:44 | 05:22 | 03:58 |
 | Ring of Health | 37 | 16.02% | 62.1 | 59.46% | +6.88% | +18.32% | +7.21% | -0.71% | 25:42 | 13:27 | 17:40 | 22:02 | 33:14 | 48:44 | 15:34 | 11:31 |
 | Aeon Disk | 7 | 3.03% | 60.3 | 85.71% | +33.03% | +14.29% | -35.71% | 0.00% | 49:12 | 38:16 | 44:06 | 47:49 | 52:16 | 1:02:11 | 08:10 | 06:02 |
 | Soul Ring | 11 | 4.76% | 58.6 | 72.73% | +20.00% | +27.27% | -6.06% | -1.83% | 24:57 | 10:45 | 14:34 | 26:05 | 32:49 | 41:54 | 18:15 | 13:31 |
 | Lotus Orb | 12 | 5.19% | 56.9 | 66.67% | +13.70% | +33.33% | -33.34% | -7.86% | 37:40 | 28:27 | 32:12 | 37:42 | 40:41 | 45:47 | 08:29 | 06:17 |
 | Bracer | 12 | 5.19% | 55.2 | 66.67% | +13.70% | -33.34% | 0.00% | 5.09% | 17:11 | 10:22 | 11:58 | 13:47 | 18:31 | 28:09 | 06:33 | 04:51 |
 | Ghost Scepter | 29 | 12.55% | 53.4 | 51.72% | -2.24% | +19.71% | -23.15% | -3.03% | 33:29 | 17:14 | 24:24 | 34:06 | 38:33 | 53:23 | 14:09 | 10:28 |
 | Urn of Shadows | 22 | 9.52% | 51.7 | 54.55% | +0.96% | +28.78% | -14.55% | -11.87% | 14:36 | 03:50 | 12:07 | 14:05 | 15:46 | 31:58 | 03:39 | 02:42 |
 | Arcane Boots | 5 | 2.16% | 50.0 | 80.00% | +26.90% | +20.00% | +20.00% | 0.00% | 34:45 | 27:44 | 27:44 | 34:20 | 37:32 | 44:36 | 09:48 | 07:15 |
 | Blink Dagger | 5 | 2.16% | 48.3 | 80.00% | +26.90% | +20.00% | +20.00% | 0.00% | 42:29 | 31:11 | 31:11 | 45:12 | 48:58 | 52:44 | 17:47 | 13:10 |
 | Eul's Scepter of Divinity | 5 | 2.16% | 46.6 | 80.00% | +26.90% | -80.00% | +20.00% | 0.00% | 28:47 | 27:16 | 27:16 | 27:53 | 29:27 | 31:55 | 02:11 | 01:37 |
 | Hood of Defiance | 15 | 6.49% | 44.8 | 53.33% | -0.37% | +21.67% | -28.33% | -16.30% | 18:55 | 13:48 | 16:28 | 18:06 | 19:32 | 30:30 | 03:04 | 02:16 |
 | Crimson Guard | 6 | 2.60% | 43.1 | 66.67% | +13.34% | -16.67% | +33.33% | 0.00% | 33:08 | 23:36 | 25:36 | 29:47 | 44:01 | 45:50 | 18:25 | 13:38 |
 | Headdress | 10 | 4.33% | 41.4 | 50.00% | -3.85% | +16.67% | 0.00% | 0.00% | 22:10 | 14:08 | 19:20 | 22:30 | 24:08 | 31:51 | 04:48 | 03:33 |
 | Vanguard | 7 | 3.03% | 39.7 | 57.14% | +3.57% | -7.14% | +42.86% | 0.00% | 29:11 | 19:17 | 20:28 | 29:55 | 31:57 | 40:27 | 11:29 | 08:30 |
 | Helm of Iron Will | 7 | 3.03% | 37.9 | 57.14% | +3.57% | -57.14% | +42.86% | 0.00% | 25:49 | 19:58 | 23:17 | 25:44 | 27:06 | 33:31 | 03:49 | 02:49 |
 | Refresher Orb | 2 | 0.87% | 36.2 | 100.00% | +46.72% | 0.00% | 0.00% | 0.00% | 1:02:55 | 57:42 | 57:42 | 1:08:08 | 1:08:08 | 1:08:08 | 10:26 | 07:43 |
 | Scythe of Vyse | 2 | 0.87% | 34.5 | 100.00% | +46.72% | 0.00% | 0.00% | 0.00% | 52:30 | 47:48 | 47:48 | 57:12 | 57:12 | 57:12 | 09:24 | 06:57 |
 | Pipe of Insight | 8 | 3.46% | 32.8 | 50.00% | -3.81% | 0.00% | -50.00% | 0.00% | 27:02 | 20:59 | 23:30 | 25:18 | 27:32 | 34:04 | 04:02 | 02:59 |
 | Phase Boots | 5 | 2.16% | 31.0 | 60.00% | +6.46% | +40.00% | +40.00% | 0.00% | 21:38 | 12:54 | 12:54 | 16:01 | 16:23 | 47:02 | 03:29 | 02:34 |
 | Chainmail | 13 | 5.63% | 29.3 | 38.46% | -16.13% | +28.21% | -5.13% | -1.53% | 22:51 | 09:35 | 12:20 | 14:36 | 34:10 | 47:02 | 21:50 | 16:10 |
 | Null Talisman | 6 | 2.60% | 27.6 | 50.00% | -3.78% | -50.00% | +50.00% | 0.00% | 30:30 | 13:49 | 19:59 | 28:38 | 32:32 | 58:00 | 12:33 | 09:17 |
 | Spirit Vessel | 10 | 4.33% | 25.9 | 40.00% | -14.30% | +60.00% | -40.00% | 0.00% | 24:39 | 14:48 | 20:09 | 24:17 | 29:56 | 36:11 | 09:47 | 07:14 |
 | Veil of Discord | 1 | 0.43% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:52 | 18:52 | 18:52 | 18:52 | 18:52 | 18:52 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 0.43% | 22.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:11 | 18:11 | 18:11 | 18:11 | 18:11 | 18:11 | 00:00 | 00:00 |
 | Holy Locket | 1 | 0.43% | 20.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:19 | 22:19 | 22:19 | 22:19 | 22:19 | 22:19 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 0.43% | 19.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:12 | 1:02:12 | 1:02:12 | 1:02:12 | 1:02:12 | 1:02:12 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 0.43% | 17.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:45 | 22:45 | 22:45 | 22:45 | 22:45 | 22:45 | 00:00 | 00:00 |
 | Black King Bar | 5 | 2.16% | 15.5 | 40.00% | -13.98% | -40.00% | -40.00% | 0.00% | 41:41 | 25:43 | 25:43 | 37:45 | 38:48 | 1:09:53 | 13:05 | 09:41 |
 | Crown | 5 | 2.16% | 13.8 | 40.00% | -13.98% | +60.00% | -40.00% | 0.00% | 29:28 | 17:22 | 17:22 | 34:10 | 36:46 | 40:11 | 19:24 | 14:22 |
 | Blade Mail | 5 | 2.16% | 12.1 | 40.00% | -13.98% | +60.00% | -40.00% | 0.00% | 24:11 | 16:01 | 16:01 | 21:01 | 22:47 | 42:57 | 06:46 | 05:00 |
 | Pavise | 5 | 2.16% | 10.3 | 40.00% | -13.98% | +60.00% | -40.00% | 0.00% | 12:51 | 09:28 | 09:28 | 12:25 | 14:19 | 16:09 | 04:51 | 03:35 |
 | Blight Stone | 4 | 1.73% | 8.6 | 0.00% | -54.63% | 0.00% | 0.00% | 0.00% | 37:06 | 31:10 | 31:10 | 34:10 | 38:43 | 44:22 | 07:33 | 05:35 |
 | Solar Crest | 3 | 1.30% | 6.9 | 0.00% | -54.39% | 0.00% | 0.00% | 0.00% | 38:58 | 34:11 | 34:11 | 37:18 | 45:24 | 45:24 | 11:13 | 08:18 |
 | Medallion of Courage | 3 | 1.30% | 5.2 | 0.00% | -54.39% | 0.00% | 0.00% | 0.00% | 34:47 | 31:27 | 31:27 | 34:10 | 38:43 | 38:43 | 07:16 | 05:22 |
 | Eternal Shroud | 1 | 0.43% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:22 | 29:22 | 29:22 | 29:22 | 29:22 | 29:22 | 00:00 | 00:00 |
 | Wraith Band | 2 | 0.87% | 1.7 | 0.00% | -54.15% | 0.00% | 0.00% | 0.00% | 22:52 | 19:59 | 19:59 | 25:45 | 25:45 | 25:45 | 05:46 | 04:16 |