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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 | |
 | Spirit Vessel | 26 | 32.50% | 100.0 | 76.92% | +23.22% | +8.79% | +6.41% | -0.81% | 17:58 | 12:33 | 16:30 | 17:06 | 19:27 | 27:23 | 02:57 | 02:11 |
 | Eul's Scepter of Divinity | 30 | 37.50% | 98.3 | 73.33% | +19.33% | -23.33% | +26.67% | 5.49% | 20:59 | 14:53 | 17:05 | 18:20 | 26:11 | 31:04 | 09:06 | 06:44 |
 | Buckler | 29 | 36.25% | 96.6 | 72.41% | +17.51% | -0.98% | -15.27% | -1.32% | 26:55 | 14:59 | 20:19 | 25:06 | 31:09 | 53:34 | 10:50 | 08:01 |
 | Guardian Greaves | 26 | 32.50% | 94.8 | 73.08% | +17.52% | -15.94% | -23.08% | -0.87% | 29:43 | 17:58 | 24:48 | 29:07 | 33:01 | 54:04 | 08:13 | 06:05 |
 | Void Stone | 43 | 53.75% | 93.1 | 67.44% | +13.39% | -3.80% | -3.80% | 0.00% | 24:35 | 08:18 | 13:55 | 20:30 | 31:27 | 1:03:17 | 17:32 | 12:59 |
 | Ring of Health | 20 | 25.00% | 91.4 | 75.00% | +18.33% | +5.00% | +5.00% | 0.00% | 37:11 | 15:31 | 31:27 | 35:10 | 41:57 | 1:03:17 | 10:30 | 07:46 |
 | Arcane Boots | 45 | 56.25% | 89.7 | 66.67% | +12.38% | -39.40% | +15.15% | 3.43% | 21:33 | 04:53 | 13:11 | 21:31 | 29:05 | 41:59 | 15:54 | 11:46 |
 | Wind Lace | 54 | 67.50% | 87.9 | 64.81% | +10.96% | +6.62% | -10.96% | -1.55% | 13:48 | -01:29 | 07:51 | 12:25 | 19:13 | 33:31 | 11:22 | 08:25 |
 | Magic Stick | 76 | 95.00% | 86.2 | 61.84% | +11.84% | +11.84% | -19.73% | -5.26% | 04:29 | -01:29 | 01:02 | 04:05 | 07:02 | 14:34 | 06:00 | 04:26 |
 | Boots of Speed | 80 | 100.00% | 84.5 | 61.25% | +61.25% | +8.75% | -1.25% | -2.60% | 04:41 | -01:29 | 03:01 | 04:55 | 06:52 | 10:54 | 03:51 | 02:51 |
 | Ring of Protection | 63 | 78.75% | 82.8 | 61.90% | +3.08% | -5.65% | +0.60% | 0.72% | 07:10 | -01:30 | -01:28 | 06:04 | 10:07 | 32:46 | 11:35 | 08:34 |
 | Hood of Defiance | 5 | 6.25% | 81.0 | 100.00% | +41.33% | 0.00% | 0.00% | 0.00% | 25:02 | 15:32 | 15:32 | 24:57 | 29:04 | 33:22 | 13:32 | 10:01 |
 | Magic Wand | 67 | 83.75% | 79.3 | 59.70% | -9.53% | -0.88% | +10.89% | 1.96% | 08:28 | 02:02 | 04:34 | 07:57 | 10:34 | 32:34 | 06:00 | 04:26 |
 | Urn of Shadows | 51 | 63.75% | 77.6 | 60.78% | -1.29% | +0.76% | -6.93% | -1.57% | 07:20 | 02:31 | 04:42 | 07:07 | 09:36 | 13:49 | 04:54 | 03:37 |
 | Chainmail | 54 | 67.50% | 75.9 | 59.26% | -6.12% | -9.26% | +9.97% | 2.10% | 19:09 | 08:04 | 13:29 | 17:32 | 22:39 | 53:34 | 09:10 | 06:47 |
 | Mekansm | 37 | 46.25% | 74.1 | 62.16% | +1.69% | -6.60% | +4.51% | 1.76% | 21:55 | 10:38 | 17:50 | 19:58 | 24:09 | 53:34 | 06:19 | 04:40 |
 | Headdress | 39 | 48.75% | 72.4 | 61.54% | +0.56% | +8.46% | +18.46% | 1.35% | 18:08 | -01:29 | 12:55 | 17:25 | 20:19 | 53:34 | 07:24 | 05:28 |
 | Force Staff | 24 | 30.00% | 70.7 | 62.50% | +1.79% | +4.17% | +4.17% | 0.00% | 31:03 | 18:25 | 22:34 | 29:22 | 33:33 | 60:17 | 10:59 | 08:08 |
 | Lotus Orb | 13 | 16.25% | 69.0 | 69.23% | +9.53% | -2.56% | -2.56% | 0.00% | 40:42 | 31:27 | 34:06 | 39:37 | 42:16 | 54:51 | 08:10 | 06:02 |
 | Fluffy Hat | 28 | 35.00% | 67.2 | 57.14% | -6.32% | -14.28% | 0.00% | 0.83% | 28:33 | 11:09 | 18:18 | 25:00 | 35:27 | 60:16 | 17:09 | 12:42 |
 | Wind Waker | 6 | 7.50% | 65.5 | 83.33% | +23.87% | -33.33% | +16.67% | 3.62% | 44:24 | 33:43 | 37:51 | 40:44 | 51:39 | 56:58 | 13:48 | 10:13 |
 | Aeon Disk | 6 | 7.50% | 63.8 | 83.33% | +23.87% | +16.67% | +16.67% | 0.00% | 42:13 | 34:46 | 38:39 | 39:10 | 45:28 | 55:42 | 06:49 | 05:02 |
 | Blight Stone | 28 | 35.00% | 62.1 | 50.00% | -17.31% | -7.14% | -7.14% | 0.00% | 11:37 | -01:30 | -01:29 | 01:52 | 21:25 | 44:13 | 22:54 | 16:57 |
 | Ring of Basilius | 3 | 3.75% | 60.3 | 100.00% | +40.26% | 0.00% | 0.00% | 0.00% | 24:37 | 13:16 | 13:16 | 29:26 | 31:09 | 31:09 | 17:53 | 13:14 |
 | Morbid Mask | 3 | 3.75% | 58.6 | 100.00% | +40.26% | 0.00% | 0.00% | 0.00% | 42:25 | 28:52 | 28:52 | 31:09 | 1:07:15 | 1:07:15 | 38:23 | 28:25 |
 | Tranquil Boots | 9 | 11.25% | 56.9 | 66.67% | +6.11% | -66.67% | -16.67% | 7.30% | 12:26 | 05:58 | 06:09 | 08:34 | 13:00 | 30:25 | 06:51 | 05:04 |
 | Power Treads | 5 | 6.25% | 55.2 | 80.00% | +20.00% | -80.00% | +20.00% | 0.00% | 13:14 | 07:57 | 07:57 | 12:08 | 12:40 | 22:59 | 04:43 | 03:29 |
 | Crown | 21 | 26.25% | 53.4 | 47.62% | -18.48% | +12.38% | -7.62% | -1.56% | 23:51 | 10:58 | 16:22 | 23:46 | 29:12 | 40:09 | 12:50 | 09:30 |
 | Medallion of Courage | 22 | 27.50% | 51.7 | 45.45% | -21.79% | +4.55% | -5.45% | -0.87% | 20:56 | 08:40 | 13:20 | 21:18 | 24:52 | 44:13 | 11:32 | 08:32 |
 | Black King Bar | 4 | 5.00% | 50.0 | 75.00% | +14.47% | -75.00% | +25.00% | 0.00% | 33:36 | 20:08 | 20:08 | 27:07 | 33:24 | 53:46 | 13:16 | 09:49 |
 | Ghost Scepter | 4 | 5.00% | 48.3 | 75.00% | +14.47% | +25.00% | -75.00% | 0.00% | 27:19 | 25:20 | 25:20 | 25:59 | 27:13 | 30:43 | 01:53 | 01:23 |
 | Javelin | 4 | 5.00% | 46.6 | 75.00% | +14.47% | -75.00% | +25.00% | 0.00% | 51:59 | 35:25 | 35:25 | 48:41 | 1:01:50 | 1:01:59 | 26:25 | 19:34 |
 | Solar Crest | 19 | 23.75% | 44.8 | 42.11% | -25.10% | -2.11% | -2.11% | 0.00% | 26:23 | 14:41 | 20:11 | 26:15 | 30:58 | 40:34 | 10:47 | 07:59 |
 | Vladmir's Offering | 2 | 2.50% | 43.1 | 100.00% | +39.74% | 0.00% | 0.00% | 0.00% | 30:22 | 29:26 | 29:26 | 31:18 | 31:18 | 31:18 | 01:52 | 01:22 |
 | Sange | 2 | 2.50% | 41.4 | 100.00% | +39.74% | 0.00% | 0.00% | 0.00% | 32:05 | 25:05 | 25:05 | 39:05 | 39:05 | 39:05 | 14:00 | 10:22 |
 | Ethereal Blade | 2 | 2.50% | 39.7 | 100.00% | +39.74% | 0.00% | 0.00% | 0.00% | 34:51 | 31:30 | 31:30 | 38:11 | 38:11 | 38:11 | 06:41 | 04:57 |
 | Blink Dagger | 7 | 8.75% | 37.9 | 57.14% | -4.50% | -57.14% | -7.14% | 13.27% | 33:12 | 24:49 | 29:25 | 32:38 | 33:11 | 44:46 | 03:46 | 02:47 |
 | Aghanim's Shard | 5 | 6.25% | 36.2 | 60.00% | -1.33% | +40.00% | +40.00% | 0.00% | 39:06 | 22:11 | 22:11 | 35:47 | 52:07 | 60:06 | 29:56 | 22:10 |
 | Linken's Sphere | 3 | 3.75% | 34.5 | 66.67% | +5.63% | +33.33% | 0.00% | 0.00% | 44:56 | 32:03 | 32:03 | 39:20 | 1:03:26 | 1:03:26 | 31:23 | 23:14 |
 | Dragon Lance | 3 | 3.75% | 32.8 | 66.67% | +5.63% | -66.67% | 0.00% | 0.00% | 24:48 | 13:15 | 13:15 | 17:22 | 43:48 | 43:48 | 30:33 | 22:37 |
 | Holy Locket | 1 | 1.25% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:30 | 39:30 | 39:30 | 39:30 | 39:30 | 39:30 | 00:00 | 00:00 |
 | Hurricane Pike | 1 | 1.25% | 29.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:57 | 43:57 | 43:57 | 43:57 | 43:57 | 43:57 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 1.25% | 27.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:26 | 22:26 | 22:26 | 22:26 | 22:26 | 22:26 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 1.25% | 25.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:23 | 14:23 | 14:23 | 14:23 | 14:23 | 14:23 | 00:00 | 00:00 |
 | Maelstrom | 1 | 1.25% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:50 | 1:01:50 | 1:01:50 | 1:01:50 | 1:01:50 | 1:01:50 | 00:00 | 00:00 |
 | Octarine Core | 1 | 1.25% | 22.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:55 | 53:55 | 53:55 | 53:55 | 53:55 | 53:55 | 00:00 | 00:00 |
 | Aether Lens | 1 | 1.25% | 20.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:50 | 53:50 | 53:50 | 53:50 | 53:50 | 53:50 | 00:00 | 00:00 |
 | Mjollnir | 1 | 1.25% | 19.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:22 | 1:02:22 | 1:02:22 | 1:02:22 | 1:02:22 | 1:02:22 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 1.25% | 17.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:47 | 27:47 | 27:47 | 27:47 | 27:47 | 27:47 | 00:00 | 00:00 |
 | Dagon | 2 | 2.50% | 15.5 | 50.00% | -11.54% | -50.00% | 0.00% | 0.00% | 44:51 | 42:30 | 42:30 | 47:12 | 47:12 | 47:12 | 04:42 | 03:28 |
 | Wraith Band | 2 | 2.50% | 13.8 | 50.00% | -11.54% | +50.00% | 0.00% | 0.00% | 03:49 | 03:19 | 03:19 | 04:18 | 04:18 | 04:18 | 00:59 | 00:43 |
 | Monkey King Bar | 2 | 2.50% | 12.1 | 50.00% | -11.54% | -50.00% | 0.00% | 0.00% | 43:20 | 35:47 | 35:47 | 50:52 | 50:52 | 50:52 | 15:05 | 11:10 |
 | Scythe of Vyse | 2 | 2.50% | 10.3 | 50.00% | -11.54% | +50.00% | 0.00% | 0.00% | 49:49 | 48:16 | 48:16 | 51:21 | 51:21 | 51:21 | 03:05 | 02:17 |
 | Aghanim's Scepter | 4 | 5.00% | 8.6 | 25.00% | -38.16% | +75.00% | -25.00% | 0.00% | 37:08 | 29:31 | 29:31 | 34:08 | 34:33 | 50:20 | 05:02 | 03:43 |
 | Glimmer Cape | 1 | 1.25% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:05 | 24:05 | 24:05 | 24:05 | 24:05 | 24:05 | 00:00 | 00:00 |
 | Bracer | 1 | 1.25% | 5.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:59 | 13:59 | 13:59 | 13:59 | 13:59 | 13:59 | 00:00 | 00:00 |
 | Bottle | 1 | 1.25% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:47 | 01:47 | 01:47 | 01:47 | 01:47 | 01:47 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 1.25% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:58 | 35:58 | 35:58 | 35:58 | 35:58 | 35:58 | 00:00 | 00:00 |