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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 | |
 | Linken's Sphere | 10 | 11.90% | 100.0 | 90.00% | +42.70% | -23.33% | +10.00% | 3.48% | 31:57 | 23:16 | 27:45 | 30:17 | 37:19 | 41:24 | 09:34 | 07:05 |
 | Ring of Health | 20 | 23.81% | 97.7 | 75.00% | +29.69% | -15.00% | +5.00% | 1.62% | 35:03 | 22:33 | 27:44 | 33:40 | 40:06 | 48:25 | 12:22 | 09:09 |
 | Magic Wand | 55 | 65.48% | 95.3 | 61.82% | +27.34% | +2.47% | -4.68% | -1.22% | 06:54 | 00:41 | 03:15 | 07:13 | 09:07 | 16:27 | 05:52 | 04:20 |
 | Magic Stick | 63 | 75.00% | 93.0 | 60.32% | +31.75% | +2.18% | -10.32% | -1.90% | 05:10 | -01:29 | 01:17 | 04:23 | 07:52 | 15:58 | 06:35 | 04:52 |
 | Void Stone | 34 | 40.48% | 90.7 | 64.71% | +20.71% | +13.07% | -2.21% | -1.66% | 32:24 | 09:57 | 28:06 | 31:41 | 37:19 | 48:49 | 09:13 | 06:49 |
 | Spirit Vessel | 38 | 45.24% | 88.4 | 63.16% | +19.68% | +16.84% | -7.60% | -11.83% | 13:01 | 10:32 | 11:56 | 12:41 | 14:00 | 17:04 | 02:04 | 01:31 |
 | Ring of Protection | 59 | 70.24% | 86.0 | 57.63% | +17.63% | +9.04% | +15.70% | 2.81% | 04:06 | -01:29 | 02:54 | 03:54 | 05:16 | 10:13 | 02:22 | 01:45 |
 | Urn of Shadows | 59 | 70.24% | 83.7 | 57.63% | +17.63% | +9.04% | +9.04% | 0.00% | 05:31 | 02:38 | 04:21 | 05:18 | 06:08 | 11:45 | 01:47 | 01:19 |
 | Aghanim's Scepter | 45 | 53.57% | 81.4 | 57.78% | +11.63% | +5.86% | -21.42% | -2.45% | 28:50 | 15:13 | 22:17 | 28:18 | 33:26 | 1:01:17 | 11:09 | 08:15 |
 | Shiva's Guard | 7 | 8.33% | 79.1 | 85.71% | +36.36% | +14.29% | +14.29% | 0.00% | 37:46 | 29:07 | 32:42 | 36:59 | 37:23 | 51:16 | 04:41 | 03:28 |
 | Boots of Speed | 84 | 100.00% | 76.7 | 52.38% | +52.38% | +14.29% | -19.05% | -16.13% | 05:48 | 01:57 | 04:27 | 05:34 | 06:31 | 12:07 | 02:04 | 01:31 |
 | Null Talisman | 79 | 94.05% | 74.4 | 50.63% | -29.37% | +4.37% | -0.63% | -3.09% | 02:31 | 00:27 | 01:27 | 01:57 | 03:04 | 09:17 | 01:37 | 01:11 |
 | Black King Bar | 55 | 65.48% | 72.1 | 52.73% | +1.01% | -2.73% | +25.84% | 3.92% | 26:27 | 16:38 | 22:22 | 26:13 | 29:39 | 48:16 | 07:17 | 05:23 |
 | Wind Lace | 23 | 27.38% | 69.8 | 60.87% | +11.69% | -27.54% | +5.80% | 4.05% | 11:16 | 04:21 | 06:33 | 09:16 | 14:47 | 22:36 | 08:14 | 06:05 |
 | Chainmail | 39 | 46.43% | 67.4 | 46.15% | -11.63% | +3.85% | +13.85% | 2.13% | 10:46 | 06:26 | 08:04 | 10:49 | 12:46 | 17:07 | 04:42 | 03:28 |
 | Crown | 7 | 8.33% | 65.1 | 71.43% | +20.78% | -21.43% | -21.43% | 0.00% | 16:58 | 12:57 | 14:03 | 16:33 | 16:56 | 22:36 | 02:53 | 02:08 |
 | Blight Stone | 7 | 8.33% | 62.8 | 71.43% | +20.78% | -21.43% | -21.43% | 0.00% | 14:47 | 11:40 | 11:55 | 14:32 | 15:30 | 19:50 | 03:35 | 02:39 |
 | Solar Crest | 7 | 8.33% | 60.5 | 71.43% | +20.78% | -21.43% | -21.43% | 0.00% | 19:20 | 16:11 | 16:23 | 18:13 | 21:05 | 23:30 | 04:42 | 03:28 |
 | Medallion of Courage | 7 | 8.33% | 58.1 | 71.43% | +20.78% | -21.43% | -21.43% | 0.00% | 14:47 | 11:40 | 11:55 | 14:32 | 15:30 | 19:50 | 03:35 | 02:39 |
 | Scythe of Vyse | 15 | 17.86% | 55.8 | 53.33% | +1.16% | +21.67% | -3.33% | -3.80% | 36:56 | 27:42 | 31:41 | 35:57 | 38:16 | 52:19 | 06:35 | 04:52 |
 | Hand of Midas | 32 | 38.10% | 53.5 | 43.75% | -13.94% | -18.75% | +18.75% | 4.49% | 15:28 | 07:37 | 10:58 | 15:24 | 19:19 | 22:45 | 08:21 | 06:11 |
 | Refresher Orb | 8 | 9.52% | 51.2 | 62.50% | +11.18% | -12.50% | -12.50% | 0.00% | 45:05 | 31:29 | 37:29 | 40:40 | 47:45 | 1:07:00 | 10:16 | 07:36 |
 | Phase Boots | 19 | 22.62% | 48.8 | 47.37% | -6.48% | +12.63% | -7.37% | -15.58% | 09:38 | 07:02 | 08:00 | 08:44 | 09:17 | 17:23 | 01:17 | 00:57 |
 | Eul's Scepter of Divinity | 2 | 2.38% | 46.5 | 100.00% | +48.78% | 0.00% | 0.00% | 0.00% | 19:31 | 15:19 | 15:19 | 23:43 | 23:43 | 23:43 | 08:24 | 06:13 |
 | Force Staff | 10 | 11.90% | 44.2 | 50.00% | -2.70% | +16.67% | -50.00% | -18.35% | 21:38 | 17:17 | 18:35 | 19:41 | 22:13 | 33:31 | 03:38 | 02:41 |
 | Fluffy Hat | 10 | 11.90% | 41.9 | 50.00% | -2.70% | +16.67% | -50.00% | -14.60% | 20:31 | 16:32 | 16:55 | 17:55 | 21:29 | 33:30 | 04:34 | 03:22 |
 | Drum of Endurance | 5 | 5.95% | 39.5 | 60.00% | +8.10% | -60.00% | +40.00% | 0.00% | 09:06 | 08:20 | 08:20 | 09:17 | 09:29 | 09:58 | 01:09 | 00:51 |
 | Blink Dagger | 12 | 14.29% | 37.2 | 41.67% | -12.50% | -8.34% | -41.67% | -5.81% | 27:16 | 13:24 | 20:58 | 21:31 | 26:42 | 1:07:56 | 05:44 | 04:14 |
 | Witch Blade | 21 | 25.00% | 34.9 | 33.33% | -25.40% | +6.67% | +6.67% | 0.00% | 14:38 | 11:15 | 12:01 | 13:32 | 17:21 | 19:48 | 05:20 | 03:57 |
 | Aghanim's Shard | 9 | 10.71% | 32.6 | 44.44% | -8.89% | -44.44% | -44.44% | 0.00% | 30:19 | 20:08 | 24:27 | 31:06 | 35:51 | 39:05 | 11:24 | 08:26 |
 | Aether Lens | 4 | 4.76% | 30.2 | 50.00% | -2.50% | +50.00% | +50.00% | 0.00% | 40:50 | 28:06 | 28:06 | 28:16 | 50:56 | 56:00 | 22:50 | 16:54 |
 | Orchid Malevolence | 4 | 4.76% | 27.9 | 50.00% | -2.50% | +50.00% | +50.00% | 0.00% | 36:32 | 15:54 | 15:54 | 17:42 | 53:08 | 59:24 | 37:14 | 27:34 |
 | Arcane Boots | 1 | 1.19% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:15 | 34:15 | 34:15 | 34:15 | 34:15 | 34:15 | 00:00 | 00:00 |
 | Power Treads | 5 | 5.95% | 23.3 | 40.00% | -13.16% | -40.00% | +60.00% | 0.00% | 07:32 | 04:52 | 04:52 | 05:43 | 07:29 | 14:30 | 02:37 | 01:56 |
 | Octarine Core | 2 | 2.38% | 20.9 | 50.00% | -2.44% | -50.00% | 0.00% | 0.00% | 28:28 | 28:16 | 28:16 | 28:40 | 28:40 | 28:40 | 00:24 | 00:17 |
 | Sange | 1 | 1.19% | 18.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:10 | 36:10 | 36:10 | 36:10 | 36:10 | 36:10 | 00:00 | 00:00 |
 | Bloodthorn | 2 | 2.38% | 16.3 | 0.00% | -53.66% | 0.00% | 0.00% | 0.00% | 57:15 | 53:40 | 53:40 | 60:50 | 60:50 | 60:50 | 07:10 | 05:18 |
 | Aeon Disk | 1 | 1.19% | 14.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:29 | 45:29 | 45:29 | 45:29 | 45:29 | 45:29 | 00:00 | 00:00 |
 | Kaya | 1 | 1.19% | 11.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:43 | 33:43 | 33:43 | 33:43 | 33:43 | 33:43 | 00:00 | 00:00 |
 | Bottle | 1 | 1.19% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:30 | 01:30 | 01:30 | 01:30 | 01:30 | 01:30 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 1.19% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:03 | 32:03 | 32:03 | 32:03 | 32:03 | 32:03 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 1.19% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:14 | 36:14 | 36:14 | 36:14 | 36:14 | 36:14 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 1.19% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:20 | 17:20 | 17:20 | 17:20 | 17:20 | 17:20 | 00:00 | 00:00 |