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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 | 22 | 30.14% | 100.0 | 63.64% | +26.39% | +3.03% | +16.36% | 1.84% | 30:33 | 17:17 | 26:00 | 29:14 | 33:14 | 51:48 | 07:14 | 05:21 |
 | Black King Bar | 49 | 67.12% | 97.7 | 48.98% | +11.48% | +1.02% | +9.35% | 1.29% | 26:02 | 17:52 | 22:44 | 24:59 | 29:12 | 38:27 | 06:28 | 04:47 |
 | Magic Stick | 47 | 64.38% | 95.3 | 48.94% | +10.48% | +1.06% | -7.27% | -1.49% | 05:07 | -01:29 | 02:16 | 05:11 | 07:52 | 13:23 | 05:36 | 04:08 |
 | Boots of Speed | 73 | 100.00% | 93.0 | 45.21% | +45.21% | +4.79% | -0.77% | -2.88% | 05:17 | 00:48 | 04:14 | 05:16 | 06:10 | 10:12 | 01:56 | 01:25 |
 | Null Talisman | 71 | 97.26% | 90.7 | 45.07% | -4.93% | +4.93% | -11.74% | -12.35% | 02:41 | 00:45 | 01:44 | 02:01 | 03:05 | 11:19 | 01:21 | 01:00 |
 | Ring of Protection | 59 | 80.82% | 88.4 | 44.07% | -5.93% | -4.07% | -4.07% | 0.00% | 05:17 | 01:38 | 03:47 | 05:11 | 06:33 | 11:44 | 02:46 | 02:02 |
 | Urn of Shadows | 59 | 80.82% | 86.0 | 44.07% | -5.93% | +9.26% | -4.07% | -6.45% | 06:23 | 03:07 | 05:10 | 06:00 | 07:14 | 12:04 | 02:04 | 01:31 |
 | Magic Wand | 41 | 56.16% | 83.7 | 46.34% | +2.59% | -6.34% | -6.34% | 0.00% | 08:09 | -01:29 | 04:35 | 07:58 | 11:03 | 20:49 | 06:28 | 04:47 |
 | Wind Lace | 19 | 26.03% | 81.4 | 52.63% | +10.04% | +7.37% | +7.37% | 0.00% | 13:08 | 03:20 | 08:05 | 11:26 | 14:57 | 28:47 | 06:52 | 05:05 |
 | Chainmail | 47 | 64.38% | 79.1 | 42.55% | -7.45% | +7.45% | -17.55% | -6.73% | 10:34 | 03:40 | 07:44 | 09:20 | 11:27 | 26:14 | 03:43 | 02:45 |
 | Spirit Vessel | 31 | 42.47% | 76.7 | 45.16% | -0.08% | -7.66% | +4.84% | 4.55% | 16:02 | 11:13 | 13:37 | 15:17 | 16:22 | 28:42 | 02:45 | 02:02 |
 | Phase Boots | 31 | 42.47% | 74.4 | 45.16% | -0.08% | -7.66% | +17.34% | 8.11% | 09:08 | 04:59 | 07:33 | 09:30 | 10:38 | 13:11 | 03:05 | 02:17 |
 | Void Stone | 23 | 31.51% | 72.1 | 47.83% | +3.83% | +2.17% | -14.50% | -1.85% | 33:24 | 19:57 | 27:59 | 34:36 | 37:01 | 48:07 | 09:02 | 06:41 |
 | Force Staff | 13 | 17.81% | 69.8 | 53.85% | +10.52% | +46.15% | -20.52% | -7.63% | 22:03 | 10:34 | 16:54 | 21:05 | 25:38 | 33:19 | 08:44 | 06:28 |
 | Medallion of Courage | 8 | 10.96% | 67.4 | 62.50% | +19.42% | +37.50% | -12.50% | 0.00% | 18:53 | 09:14 | 09:46 | 18:28 | 23:43 | 26:15 | 13:57 | 10:20 |
 | Blight Stone | 8 | 10.96% | 65.1 | 62.50% | +19.42% | +37.50% | -12.50% | 0.00% | 18:49 | 08:46 | 09:46 | 18:28 | 23:43 | 26:15 | 13:57 | 10:20 |
 | Aghanim's Shard | 9 | 12.33% | 62.8 | 55.56% | +11.81% | -5.56% | -5.56% | 0.00% | 27:59 | 22:51 | 23:00 | 26:26 | 31:07 | 35:53 | 08:07 | 06:00 |
 | Scythe of Vyse | 9 | 12.33% | 60.5 | 55.56% | +11.81% | -5.56% | -55.56% | -9.71% | 37:33 | 31:16 | 33:02 | 37:01 | 38:11 | 48:07 | 05:09 | 03:48 |
 | Octarine Core | 2 | 2.74% | 58.1 | 100.00% | +56.34% | 0.00% | 0.00% | 0.00% | 41:56 | 38:10 | 38:10 | 45:41 | 45:41 | 45:41 | 07:31 | 05:34 |
 | Ring of Health | 10 | 13.70% | 55.8 | 50.00% | +5.56% | -16.67% | +50.00% | 8.57% | 35:35 | 21:10 | 32:25 | 35:29 | 40:12 | 49:14 | 07:47 | 05:45 |
 | Shiva's Guard | 7 | 9.59% | 53.5 | 57.14% | +13.20% | +42.86% | -7.14% | 0.00% | 34:45 | 27:06 | 30:59 | 34:12 | 37:30 | 40:23 | 06:31 | 04:49 |
 | Hand of Midas | 25 | 34.25% | 51.2 | 36.00% | -14.00% | +30.67% | -19.33% | -6.98% | 14:49 | 08:15 | 10:14 | 12:50 | 17:24 | 39:04 | 07:10 | 05:18 |
 | Linken's Sphere | 5 | 6.85% | 48.8 | 60.00% | +15.88% | +40.00% | +40.00% | 0.00% | 34:31 | 22:19 | 22:19 | 35:25 | 35:48 | 43:51 | 13:29 | 09:59 |
 | Blink Dagger | 14 | 19.18% | 46.5 | 35.71% | -11.75% | +39.29% | -35.71% | -4.56% | 26:36 | 14:25 | 17:19 | 25:27 | 33:45 | 41:11 | 16:26 | 12:10 |
 | Witch Blade | 15 | 20.55% | 44.2 | 33.33% | -14.95% | +16.67% | +16.67% | 0.00% | 15:42 | 11:20 | 14:00 | 15:20 | 16:42 | 22:13 | 02:42 | 02:00 |
 | Refresher Orb | 3 | 4.11% | 41.9 | 66.67% | +22.38% | +33.33% | 0.00% | 0.00% | 42:11 | 36:58 | 36:58 | 40:12 | 49:24 | 49:24 | 12:26 | 09:12 |
 | Aether Lens | 3 | 4.11% | 39.5 | 66.67% | +22.38% | +33.33% | 0.00% | 0.00% | 43:08 | 38:09 | 38:09 | 45:35 | 45:41 | 45:41 | 07:32 | 05:34 |
 | Orchid Malevolence | 3 | 4.11% | 37.2 | 66.67% | +22.38% | +33.33% | 0.00% | 0.00% | 18:46 | 14:49 | 14:49 | 18:04 | 23:25 | 23:25 | 08:36 | 06:22 |
 | Solar Crest | 3 | 4.11% | 34.9 | 66.67% | +22.38% | -66.67% | 0.00% | 0.00% | 24:00 | 22:58 | 22:58 | 24:05 | 24:57 | 24:57 | 01:59 | 01:28 |
 | Drum of Endurance | 1 | 1.37% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:42 | 10:42 | 10:42 | 10:42 | 10:42 | 10:42 | 00:00 | 00:00 |
 | Necronomicon | 1 | 1.37% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:00 | 15:00 | 15:00 | 15:00 | 15:00 | 15:00 | 00:00 | 00:00 |
 | Necronomicon (level 3) | 1 | 1.37% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:03 | 19:03 | 19:03 | 19:03 | 19:03 | 19:03 | 00:00 | 00:00 |
 | Necronomicon (level 2) | 1 | 1.37% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:21 | 15:21 | 15:21 | 15:21 | 15:21 | 15:21 | 00:00 | 00:00 |
 | Aeon Disk | 5 | 6.85% | 23.3 | 40.00% | -5.59% | -40.00% | +60.00% | 0.00% | 44:09 | 42:30 | 42:30 | 44:04 | 44:21 | 46:51 | 01:51 | 01:22 |
 | Eul's Scepter of Divinity | 5 | 6.85% | 20.9 | 40.00% | -5.59% | -40.00% | +60.00% | 0.00% | 24:19 | 20:07 | 20:07 | 25:27 | 25:35 | 27:59 | 05:28 | 04:02 |
 | Fluffy Hat | 2 | 2.74% | 18.6 | 50.00% | +4.93% | -50.00% | 0.00% | 0.00% | 08:44 | 05:10 | 05:10 | 12:17 | 12:17 | 12:17 | 07:07 | 05:16 |
 | Power Treads | 2 | 2.74% | 16.3 | 50.00% | +4.93% | +50.00% | 0.00% | 0.00% | 23:52 | 05:59 | 05:59 | 41:45 | 41:45 | 41:45 | 35:46 | 26:29 |
 | Dragon Lance | 1 | 1.37% | 14.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:38 | 28:38 | 28:38 | 28:38 | 28:38 | 28:38 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 1.37% | 11.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:25 | 12:25 | 12:25 | 12:25 | 12:25 | 12:25 | 00:00 | 00:00 |
 | Hurricane Pike | 1 | 1.37% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:38 | 28:38 | 28:38 | 28:38 | 28:38 | 28:38 | 00:00 | 00:00 |
 | Quelling Blade | 2 | 2.74% | 7.0 | 0.00% | -46.48% | 0.00% | 0.00% | 0.00% | 09:13 | 07:27 | 07:27 | 10:59 | 10:59 | 10:59 | 03:32 | 02:37 |
 | Aghanim's Blessing | 1 | 1.37% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:48 | 51:48 | 51:48 | 51:48 | 51:48 | 51:48 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 1.37% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:26 | 06:26 | 06:26 | 06:26 | 06:26 | 06:26 | 00:00 | 00:00 |