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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 | |
 | Void Stone | 137 | 50.55% | 100.0 | 54.01% | +16.70% | +1.87% | -9.89% | -1.10% | 31:55 | 11:41 | 26:09 | 32:32 | 36:52 | 52:29 | 10:43 | 07:56 |
 | Ring of Health | 78 | 28.78% | 98.1 | 55.13% | +13.16% | -5.13% | +8.03% | 0.83% | 34:19 | 15:22 | 25:52 | 33:15 | 41:39 | 54:56 | 15:47 | 11:41 |
 | Refresher Orb | 30 | 11.07% | 96.3 | 63.33% | +19.76% | +11.67% | -20.47% | -3.54% | 45:42 | 32:16 | 40:43 | 46:10 | 49:47 | 57:29 | 09:04 | 06:42 |
 | Scythe of Vyse | 80 | 29.52% | 94.4 | 53.75% | +11.34% | +21.25% | -23.75% | -5.99% | 35:53 | 24:02 | 31:55 | 35:14 | 39:26 | 54:01 | 07:31 | 05:34 |
 | Black King Bar | 187 | 69.00% | 92.6 | 48.66% | +9.37% | +8.79% | -1.85% | -1.73% | 25:06 | 16:59 | 21:24 | 24:35 | 27:33 | 42:16 | 06:09 | 04:33 |
 | Magic Stick | 217 | 80.07% | 90.7 | 47.93% | +10.89% | +2.07% | +2.07% | 0.00% | 02:59 | -01:30 | 01:12 | 01:51 | 03:19 | 14:13 | 02:07 | 01:34 |
 | Aghanim's Scepter | 58 | 21.40% | 88.9 | 55.17% | +11.98% | -1.84% | +1.97% | 0.41% | 29:52 | 18:53 | 24:30 | 27:50 | 33:50 | 52:26 | 09:20 | 06:54 |
 | Null Talisman | 247 | 91.14% | 87.0 | 46.96% | +13.63% | +1.43% | +3.04% | 1.31% | 03:05 | 00:04 | 01:42 | 02:09 | 02:56 | 26:55 | 01:14 | 00:54 |
 | Spirit Vessel | 137 | 50.55% | 85.2 | 48.91% | +6.37% | +9.91% | -7.73% | -7.25% | 13:11 | 09:09 | 11:33 | 12:44 | 13:59 | 27:20 | 02:26 | 01:48 |
 | Magic Wand | 179 | 66.05% | 83.3 | 47.49% | +5.10% | -5.27% | +10.29% | 3.11% | 06:12 | 00:28 | 03:13 | 04:52 | 08:13 | 18:05 | 05:00 | 03:42 |
 | Boots of Speed | 271 | 100.00% | 81.5 | 45.76% | +45.76% | +5.71% | -4.58% | -4.26% | 05:52 | 01:23 | 04:36 | 05:42 | 07:01 | 17:40 | 02:25 | 01:47 |
 | Wind Lace | 47 | 17.34% | 79.6 | 55.32% | +11.57% | +3.01% | +3.01% | 0.00% | 13:45 | 02:28 | 09:02 | 13:30 | 17:06 | 28:45 | 08:04 | 05:58 |
 | Urn of Shadows | 201 | 74.17% | 77.8 | 45.77% | +0.06% | +0.23% | -5.77% | -3.53% | 05:43 | 02:54 | 04:47 | 05:38 | 06:29 | 10:55 | 01:42 | 01:15 |
 | Ring of Protection | 202 | 74.54% | 75.9 | 45.54% | -0.84% | -4.36% | -7.54% | -1.67% | 04:19 | 00:04 | 03:18 | 04:15 | 05:12 | 10:11 | 01:54 | 01:24 |
 | Blink Dagger | 118 | 43.54% | 74.1 | 46.61% | +1.51% | +0.06% | -15.58% | -1.17% | 26:15 | 11:40 | 17:48 | 26:14 | 31:09 | 53:50 | 13:21 | 09:53 |
 | Hand of Midas | 202 | 74.54% | 72.2 | 43.07% | -10.55% | +2.03% | -7.07% | -1.21% | 14:53 | 06:48 | 10:57 | 14:50 | 18:27 | 25:33 | 07:30 | 05:33 |
 | Chainmail | 51 | 18.82% | 70.4 | 50.98% | +6.43% | +10.56% | +2.87% | -1.50% | 13:49 | 07:40 | 10:45 | 12:43 | 15:52 | 23:20 | 05:07 | 03:47 |
 | Aghanim's Shard | 89 | 32.84% | 68.5 | 46.07% | +0.47% | +8.48% | -0.62% | -0.87% | 32:13 | 18:13 | 26:22 | 30:55 | 36:49 | 54:56 | 10:27 | 07:44 |
 | Eul's Scepter of Divinity | 4 | 1.48% | 66.7 | 100.00% | +55.06% | 0.00% | 0.00% | 0.00% | 21:15 | 18:35 | 18:35 | 19:14 | 21:15 | 25:57 | 02:40 | 01:58 |
 | Linken's Sphere | 44 | 16.24% | 64.8 | 47.73% | +2.36% | +6.82% | -2.28% | -1.13% | 32:06 | 21:56 | 26:26 | 30:00 | 34:31 | 1:12:51 | 08:05 | 05:59 |
 | Shiva's Guard | 29 | 10.70% | 63.0 | 51.72% | +6.68% | +5.42% | +33.99% | 3.01% | 35:29 | 27:27 | 30:26 | 33:50 | 39:56 | 56:56 | 09:30 | 07:02 |
 | Witch Blade | 42 | 15.50% | 61.1 | 47.62% | +2.21% | -2.17% | -7.62% | -2.14% | 14:24 | 09:58 | 12:42 | 13:18 | 15:15 | 23:46 | 02:33 | 01:53 |
 | Octarine Core | 15 | 5.54% | 59.3 | 60.00% | +15.08% | +15.00% | -10.00% | -3.55% | 39:22 | 26:22 | 33:46 | 37:14 | 40:49 | 1:03:14 | 07:03 | 05:13 |
 | Power Treads | 21 | 7.75% | 57.4 | 52.38% | +7.18% | +27.62% | +27.62% | 0.00% | 07:35 | 04:08 | 05:29 | 06:49 | 07:57 | 20:25 | 02:28 | 01:49 |
 | Aether Lens | 16 | 5.90% | 55.6 | 56.25% | +11.15% | -6.25% | -31.25% | -3.25% | 37:00 | 22:05 | 30:08 | 35:14 | 37:49 | 1:03:14 | 07:41 | 05:41 |
 | Blight Stone | 9 | 3.32% | 53.7 | 66.67% | +21.63% | +33.33% | +33.33% | 0.00% | 18:26 | 13:05 | 14:07 | 19:39 | 20:33 | 23:08 | 06:26 | 04:45 |
 | Crown | 7 | 2.58% | 51.9 | 71.43% | +26.35% | -21.43% | -21.43% | 0.00% | 20:17 | 14:40 | 17:59 | 20:33 | 22:55 | 23:57 | 04:56 | 03:39 |
 | Medallion of Courage | 8 | 2.95% | 50.0 | 62.50% | +17.25% | +37.50% | +37.50% | 0.00% | 19:01 | 13:05 | 15:02 | 19:39 | 20:33 | 23:08 | 05:31 | 04:05 |
 | Solar Crest | 6 | 2.21% | 48.1 | 66.67% | +21.39% | -16.67% | +33.33% | 0.00% | 21:35 | 17:30 | 19:15 | 20:33 | 24:18 | 24:56 | 05:03 | 03:44 |
 | Drum of Endurance | 16 | 5.90% | 46.3 | 43.75% | -2.13% | +6.25% | -18.75% | -3.11% | 14:47 | 09:04 | 09:44 | 12:43 | 17:47 | 25:43 | 08:03 | 05:57 |
 | Aghanim's Blessing | 4 | 1.48% | 44.4 | 75.00% | +29.68% | +25.00% | +25.00% | 0.00% | 48:59 | 45:37 | 45:37 | 47:42 | 49:56 | 52:40 | 04:19 | 03:11 |
 | Force Staff | 17 | 6.27% | 42.6 | 41.18% | -4.88% | -16.18% | +8.82% | 2.79% | 21:45 | 14:52 | 17:36 | 20:22 | 26:34 | 29:24 | 08:58 | 06:38 |
 | Fluffy Hat | 19 | 7.01% | 40.7 | 36.84% | -9.59% | -16.84% | +3.16% | 1.92% | 19:35 | 07:40 | 13:34 | 19:58 | 23:58 | 29:24 | 10:24 | 07:42 |
 | Overwhelming Blink | 5 | 1.85% | 38.9 | 60.00% | +14.51% | +40.00% | -60.00% | 0.00% | 55:02 | 49:59 | 49:59 | 54:05 | 59:13 | 1:01:34 | 09:14 | 06:50 |
 | Quelling Blade | 7 | 2.58% | 37.0 | 42.86% | -2.97% | +7.14% | -42.86% | 0.00% | 05:48 | -01:29 | -01:29 | 05:42 | 08:41 | 16:01 | 10:10 | 07:31 |
 | Aeon Disk | 4 | 1.48% | 35.2 | 50.00% | +4.31% | -50.00% | -50.00% | 0.00% | 43:33 | 32:22 | 32:22 | 38:46 | 48:36 | 54:26 | 16:14 | 12:01 |
 | Ghost Scepter | 4 | 1.48% | 33.3 | 50.00% | +4.31% | +50.00% | +50.00% | 0.00% | 33:50 | 23:35 | 23:35 | 25:47 | 40:03 | 45:55 | 16:28 | 12:11 |
 | Lotus Orb | 4 | 1.48% | 31.5 | 50.00% | +4.31% | -50.00% | -50.00% | 0.00% | 26:00 | 20:08 | 20:08 | 24:54 | 26:10 | 32:48 | 06:02 | 04:28 |
 | Arcane Boots | 4 | 1.48% | 29.6 | 50.00% | +4.31% | -50.00% | +50.00% | 0.00% | 19:33 | 15:36 | 15:36 | 19:05 | 20:23 | 23:09 | 04:47 | 03:32 |
 | Hurricane Pike | 1 | 0.37% | 27.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:47 | 26:47 | 26:47 | 26:47 | 26:47 | 26:47 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 0.37% | 25.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:25 | 33:25 | 33:25 | 33:25 | 33:25 | 33:25 | 00:00 | 00:00 |
 | Dragon Lance | 1 | 0.37% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:29 | 26:29 | 26:29 | 26:29 | 26:29 | 26:29 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 0.37% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:55 | 10:55 | 10:55 | 10:55 | 10:55 | 10:55 | 00:00 | 00:00 |
 | Buckler | 1 | 0.37% | 20.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:51 | 32:51 | 32:51 | 32:51 | 32:51 | 32:51 | 00:00 | 00:00 |
 | Phase Boots | 1 | 0.37% | 18.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:39 | 08:39 | 08:39 | 08:39 | 08:39 | 08:39 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 0.37% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:17 | 19:17 | 19:17 | 19:17 | 19:17 | 19:17 | 00:00 | 00:00 |
 | Orchid Malevolence | 11 | 4.06% | 14.8 | 27.27% | -19.27% | +6.06% | +6.06% | 0.00% | 26:58 | 14:17 | 17:31 | 21:00 | 34:14 | 45:25 | 16:43 | 12:22 |
 | Ring of Basilius | 3 | 1.11% | 13.0 | 33.33% | -12.57% | -33.33% | 0.00% | 0.00% | 09:49 | 09:26 | 09:26 | 09:45 | 10:17 | 10:17 | 00:51 | 00:37 |
 | Bloodthorn | 4 | 1.48% | 11.1 | 25.00% | -21.07% | -25.00% | -25.00% | 0.00% | 43:38 | 39:19 | 39:19 | 44:49 | 44:57 | 45:25 | 05:38 | 04:10 |
 | Kaya | 1 | 0.37% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:02 | 40:02 | 40:02 | 40:02 | 40:02 | 40:02 | 00:00 | 00:00 |
 | Moon Shard | 1 | 0.37% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:10:18 | 1:10:18 | 1:10:18 | 1:10:18 | 1:10:18 | 1:10:18 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 0.37% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:26 | 08:26 | 08:26 | 08:26 | 08:26 | 08:26 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 0.37% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:14 | 45:14 | 45:14 | 45:14 | 45:14 | 45:14 | 00:00 | 00:00 |
 | Wraith Band | 1 | 0.37% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:47 | 02:47 | 02:47 | 02:47 | 02:47 | 02:47 | 00:00 | 00:00 |