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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 Scepter | 26 | 31.33% | 100.0 | 73.08% | +20.45% | -15.94% | +10.25% | 4.02% | 33:33 | 23:35 | 30:23 | 33:45 | 36:54 | 40:06 | 06:31 | 04:49 |
 | Drum of Endurance | 9 | 10.84% | 97.7 | 88.89% | +33.48% | +11.11% | -38.89% | -12.30% | 17:29 | 14:23 | 15:15 | 16:29 | 19:19 | 23:12 | 04:04 | 03:00 |
 | Magic Wand | 62 | 74.70% | 95.3 | 62.90% | +15.28% | +5.85% | +3.77% | -0.70% | 12:03 | 00:54 | 09:47 | 11:13 | 12:46 | 34:42 | 02:59 | 02:12 |
 | Tranquil Boots | 74 | 89.16% | 93.0 | 60.81% | +16.37% | +7.61% | +0.30% | -2.07% | 09:01 | 03:16 | 06:33 | 08:10 | 10:05 | 28:54 | 03:32 | 02:37 |
 | Magic Stick | 80 | 96.39% | 90.7 | 60.00% | +26.67% | +20.00% | -10.00% | -4.39% | 05:19 | -01:29 | 01:48 | 05:42 | 08:38 | 18:55 | 06:50 | 05:03 |
 | Wind Lace | 81 | 97.59% | 88.4 | 59.26% | +9.26% | +5.74% | +5.74% | 0.00% | 04:48 | -01:29 | -01:29 | 05:02 | 07:47 | 24:15 | 09:16 | 06:51 |
 | Boots of Speed | 83 | 100.00% | 86.0 | 59.04% | +59.04% | -6.66% | -11.42% | -0.94% | 03:33 | -01:29 | -01:28 | 04:14 | 06:31 | 12:51 | 07:59 | 05:54 |
 | Fluffy Hat | 42 | 50.60% | 83.7 | 61.90% | +5.80% | +1.74% | -11.90% | -1.72% | 17:41 | 07:06 | 12:24 | 17:07 | 20:20 | 37:52 | 07:56 | 05:52 |
 | Void Stone | 15 | 18.07% | 81.4 | 73.33% | +17.45% | -23.33% | -23.33% | 0.00% | 27:15 | 15:08 | 21:05 | 23:30 | 29:12 | 47:09 | 08:07 | 06:00 |
 | Ghost Scepter | 7 | 8.43% | 79.1 | 85.71% | +29.13% | +14.29% | -35.71% | -7.87% | 34:00 | 18:58 | 30:14 | 31:36 | 36:35 | 51:47 | 06:21 | 04:42 |
 | Aghanim's Shard | 14 | 16.87% | 76.7 | 71.43% | +14.91% | -21.43% | -4.76% | 3.32% | 33:15 | 21:42 | 30:50 | 32:08 | 35:51 | 48:27 | 05:01 | 03:42 |
 | Force Staff | 28 | 33.73% | 74.4 | 60.71% | +2.53% | +10.72% | -3.57% | -3.04% | 26:54 | 19:07 | 23:34 | 25:05 | 28:16 | 48:08 | 04:42 | 03:28 |
 | Eul's Scepter of Divinity | 9 | 10.84% | 72.1 | 77.78% | +21.02% | -27.78% | +22.22% | 9.04% | 25:02 | 19:51 | 21:26 | 24:33 | 26:58 | 32:05 | 05:32 | 04:05 |
 | Black King Bar | 6 | 7.23% | 69.8 | 83.33% | +26.19% | +16.67% | -83.33% | -5.15% | 36:14 | 22:11 | 27:00 | 29:52 | 46:24 | 48:12 | 19:24 | 14:22 |
 | Ring of Health | 14 | 16.87% | 67.4 | 64.29% | +6.32% | +10.71% | -30.96% | -1.82% | 27:02 | 15:23 | 16:52 | 22:12 | 39:43 | 47:09 | 22:51 | 16:55 |
 | Ring of Protection | 34 | 40.96% | 65.1 | 52.94% | -10.33% | +13.73% | -2.94% | -1.76% | 05:52 | -01:29 | -01:29 | 07:37 | 10:57 | 18:06 | 12:26 | 09:12 |
 | Urn of Shadows | 21 | 25.30% | 62.8 | 47.62% | -15.28% | +12.38% | -7.62% | -4.12% | 11:07 | 06:01 | 07:58 | 11:33 | 12:49 | 16:49 | 04:51 | 03:35 |
 | Hood of Defiance | 8 | 9.64% | 60.5 | 62.50% | +3.83% | +37.50% | +37.50% | 0.00% | 19:33 | 15:29 | 16:26 | 17:03 | 22:17 | 25:47 | 05:51 | 04:20 |
 | Lotus Orb | 6 | 7.23% | 58.1 | 66.67% | +8.23% | +33.33% | -66.67% | -6.05% | 38:16 | 27:00 | 27:59 | 40:18 | 44:30 | 47:17 | 16:31 | 12:14 |
 | Glimmer Cape | 4 | 4.82% | 55.8 | 75.00% | +16.77% | +25.00% | +25.00% | 0.00% | 25:23 | 16:02 | 16:02 | 18:58 | 22:57 | 43:34 | 06:55 | 05:07 |
 | Ring of Basilius | 2 | 2.41% | 53.5 | 100.00% | +41.98% | 0.00% | 0.00% | 0.00% | 13:36 | 08:57 | 08:57 | 18:15 | 18:15 | 18:15 | 09:18 | 06:53 |
 | Chainmail | 8 | 9.64% | 51.2 | 50.00% | -10.00% | 0.00% | +50.00% | 7.75% | 15:27 | 07:29 | 12:35 | 13:57 | 19:02 | 22:55 | 06:27 | 04:46 |
 | Soul Ring | 5 | 6.02% | 48.8 | 60.00% | +1.03% | +40.00% | -60.00% | 0.00% | 13:34 | 10:47 | 10:47 | 13:14 | 13:23 | 18:07 | 02:36 | 01:55 |
 | Medallion of Courage | 3 | 3.61% | 46.5 | 66.67% | +7.92% | +33.33% | 0.00% | 0.00% | 17:32 | 13:42 | 13:42 | 19:02 | 19:51 | 19:51 | 06:09 | 04:33 |
 | Blight Stone | 3 | 3.61% | 44.2 | 66.67% | +7.92% | +33.33% | 0.00% | 0.00% | 17:19 | 13:03 | 13:03 | 19:02 | 19:51 | 19:51 | 06:48 | 05:02 |
 | Spirit Vessel | 8 | 9.64% | 41.9 | 37.50% | -23.83% | +12.50% | +12.50% | 0.00% | 21:34 | 15:08 | 15:36 | 21:35 | 23:39 | 29:23 | 08:03 | 05:57 |
 | Aeon Disk | 1 | 1.20% | 39.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:30 | 35:30 | 35:30 | 35:30 | 35:30 | 35:30 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 1.20% | 37.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:40 | 52:40 | 52:40 | 52:40 | 52:40 | 52:40 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 1.20% | 34.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:39 | 21:39 | 21:39 | 21:39 | 21:39 | 21:39 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 1.20% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:44 | 14:44 | 14:44 | 14:44 | 14:44 | 14:44 | 00:00 | 00:00 |
 | Sange | 1 | 1.20% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:55 | 46:55 | 46:55 | 46:55 | 46:55 | 46:55 | 00:00 | 00:00 |
 | Headdress | 1 | 1.20% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:54 | 16:54 | 16:54 | 16:54 | 16:54 | 16:54 | 00:00 | 00:00 |
 | Blade Mail | 5 | 6.02% | 25.6 | 40.00% | -20.26% | -40.00% | +60.00% | 0.00% | 21:09 | 15:36 | 15:36 | 21:42 | 23:14 | 23:50 | 07:38 | 05:39 |
 | Orchid Malevolence | 5 | 6.02% | 23.3 | 40.00% | -20.26% | +60.00% | -40.00% | 0.00% | 29:45 | 22:33 | 22:33 | 25:49 | 27:12 | 49:00 | 04:39 | 03:26 |
 | Quelling Blade | 5 | 6.02% | 20.9 | 40.00% | -20.26% | -40.00% | +60.00% | 0.00% | 12:55 | 07:39 | 07:39 | 14:21 | 16:04 | 16:40 | 08:25 | 06:14 |
 | Crown | 2 | 2.41% | 18.6 | 50.00% | -9.26% | +50.00% | 0.00% | 0.00% | 19:29 | 11:58 | 11:58 | 26:59 | 26:59 | 26:59 | 15:01 | 11:07 |
 | Blink Dagger | 3 | 3.61% | 16.3 | 33.33% | -26.67% | +66.67% | 0.00% | 0.00% | 33:43 | 21:10 | 21:10 | 28:25 | 51:35 | 51:35 | 30:25 | 22:31 |
 | Arcane Boots | 2 | 2.41% | 14.0 | 0.00% | -60.49% | 0.00% | 0.00% | 0.00% | 38:24 | 38:19 | 38:19 | 38:29 | 38:29 | 38:29 | 00:10 | 00:07 |
 | Phase Boots | 1 | 1.20% | 11.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:58 | 08:58 | 08:58 | 08:58 | 08:58 | 08:58 | 00:00 | 00:00 |
 | Solar Crest | 1 | 1.20% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:43 | 27:43 | 27:43 | 27:43 | 27:43 | 27:43 | 00:00 | 00:00 |
 | Bracer | 1 | 1.20% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:42 | 02:42 | 02:42 | 02:42 | 02:42 | 02:42 | 00:00 | 00:00 |
 | Wraith Band | 1 | 1.20% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 1.20% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:39 | 09:39 | 09:39 | 09:39 | 09:39 | 09:39 | 00:00 | 00:00 |