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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 | |
 | Buckler | 28 | 23.53% | 100.0 | 75.00% | +34.34% | +10.71% | -17.86% | -5.31% | 30:54 | 22:11 | 27:42 | 31:18 | 33:05 | 44:37 | 05:23 | 03:59 |
 | Assault Cuirass | 26 | 21.85% | 98.3 | 73.08% | +31.14% | +12.63% | -23.08% | -5.85% | 31:49 | 22:46 | 28:30 | 31:16 | 34:36 | 45:26 | 06:06 | 04:31 |
 | Ring of Protection | 42 | 35.29% | 96.7 | 64.29% | +24.03% | -9.74% | -14.29% | -0.17% | 19:45 | -01:29 | 04:38 | 25:52 | 31:44 | 44:37 | 27:06 | 20:04 |
 | Blink Dagger | 88 | 73.95% | 95.0 | 54.55% | +22.29% | -13.64% | -13.64% | 0.00% | 19:04 | 07:42 | 12:17 | 17:09 | 23:30 | 46:43 | 11:13 | 08:18 |
 | Crystalys | 66 | 55.46% | 93.3 | 54.55% | +13.04% | +4.27% | -17.05% | -3.52% | 28:11 | 17:19 | 24:50 | 27:35 | 30:53 | 52:50 | 06:03 | 04:28 |
 | Black King Bar | 96 | 80.67% | 91.7 | 51.04% | +11.91% | +40.63% | -30.21% | -13.71% | 25:00 | 19:28 | 21:59 | 23:44 | 27:09 | 36:51 | 05:10 | 03:49 |
 | Boots of Speed | 119 | 100.00% | 90.0 | 48.74% | +48.74% | +21.26% | -15.41% | -23.16% | 03:52 | -01:29 | 03:08 | 03:50 | 04:43 | 08:20 | 01:35 | 01:10 |
 | Aghanim's Shard | 92 | 77.31% | 88.3 | 50.00% | +5.56% | +15.22% | +2.17% | -4.42% | 18:12 | 15:00 | 15:15 | 16:14 | 18:12 | 44:25 | 02:57 | 02:11 |
 | Quelling Blade | 107 | 89.92% | 86.7 | 48.60% | -1.40% | +6.96% | +6.96% | 0.00% | -01:08 | -01:29 | -01:29 | -01:29 | -01:29 | 11:07 | 00:00 | 00:00 |
 | Power Treads | 94 | 78.99% | 85.0 | 48.94% | +0.94% | +13.56% | -14.16% | -19.80% | 06:36 | 04:21 | 05:24 | 06:07 | 06:48 | 20:12 | 01:24 | 01:02 |
 | Silver Edge | 60 | 50.42% | 83.3 | 51.67% | +5.91% | +1.66% | -11.67% | -1.74% | 29:11 | 18:16 | 24:35 | 27:58 | 32:14 | 53:05 | 07:39 | 05:40 |
 | Magic Stick | 97 | 81.51% | 81.7 | 48.45% | -1.55% | +1.55% | -6.78% | -3.27% | 01:41 | -01:29 | -01:29 | 01:16 | 04:02 | 12:39 | 05:31 | 04:05 |
 | Echo Sabre | 86 | 72.27% | 80.0 | 48.84% | +0.36% | +14.80% | -5.98% | -3.54% | 14:05 | 09:50 | 11:02 | 12:04 | 16:54 | 26:59 | 05:52 | 04:20 |
 | Magic Wand | 74 | 62.18% | 78.3 | 48.65% | -0.24% | +9.24% | +6.91% | -0.44% | 06:48 | -01:29 | 03:24 | 05:29 | 08:45 | 22:41 | 05:21 | 03:57 |
 | Shadow Blade | 79 | 66.39% | 76.7 | 48.10% | -1.90% | +21.90% | +16.90% | -0.80% | 20:47 | 12:33 | 16:17 | 18:30 | 22:31 | 42:35 | 06:14 | 04:37 |
 | Moon Shard | 16 | 13.45% | 75.0 | 62.50% | +15.90% | +12.50% | -62.50% | -3.56% | 24:52 | 13:00 | 14:15 | 15:32 | 35:20 | 44:45 | 21:05 | 15:37 |
 | Soul Ring | 13 | 10.92% | 73.3 | 61.54% | +14.37% | +38.46% | +5.13% | -8.06% | 06:19 | 01:12 | 03:37 | 06:03 | 07:45 | 11:36 | 04:08 | 03:03 |
 | Morbid Mask | 25 | 21.01% | 71.7 | 48.00% | -0.94% | +2.00% | -31.33% | -1.35% | 26:51 | 06:57 | 10:28 | 29:40 | 35:11 | 50:22 | 24:43 | 18:18 |
 | Wraith Band | 33 | 27.73% | 70.0 | 42.42% | -8.74% | +7.58% | +20.08% | 12.50% | 01:21 | -01:30 | -01:26 | 01:40 | 02:23 | 06:25 | 03:49 | 02:49 |
 | Wind Lace | 13 | 10.92% | 68.3 | 53.85% | +5.74% | +12.82% | -20.52% | -20.00% | 06:17 | -01:29 | 04:40 | 05:20 | 06:20 | 13:59 | 01:40 | 01:14 |
 | Chainmail | 13 | 10.92% | 66.7 | 53.85% | +5.74% | +46.15% | -20.52% | -9.59% | 11:49 | 06:45 | 07:13 | 13:13 | 14:10 | 15:14 | 06:57 | 05:08 |
 | Phase Boots | 13 | 10.92% | 65.0 | 53.85% | +5.74% | +46.15% | -20.52% | -9.73% | 12:22 | 07:29 | 07:47 | 13:31 | 14:38 | 15:46 | 06:51 | 05:04 |
 | Satanic | 16 | 13.45% | 63.3 | 50.00% | +1.46% | +25.00% | -25.00% | -4.90% | 36:37 | 23:26 | 30:40 | 34:57 | 40:52 | 51:39 | 10:12 | 07:33 |
 | Bottle | 19 | 15.97% | 61.7 | 47.37% | -1.63% | +12.63% | -27.37% | -40.00% | 01:34 | 01:07 | 01:16 | 01:29 | 01:47 | 02:09 | 00:31 | 00:22 |
 | Tranquil Boots | 6 | 5.04% | 60.0 | 66.67% | +18.88% | +33.33% | -66.67% | 0.00% | 07:21 | 05:33 | 06:07 | 06:38 | 07:29 | 10:48 | 01:22 | 01:00 |
 | Swift Blink | 6 | 5.04% | 58.3 | 66.67% | +18.88% | +33.33% | -66.67% | 0.00% | 43:58 | 36:56 | 37:33 | 40:27 | 49:40 | 54:37 | 12:07 | 08:58 |
 | Force Staff | 6 | 5.04% | 56.7 | 50.00% | +1.33% | 0.00% | -50.00% | 0.00% | 25:52 | 21:34 | 23:25 | 24:24 | 27:16 | 31:34 | 03:51 | 02:51 |
 | Fluffy Hat | 6 | 5.04% | 55.0 | 50.00% | +1.33% | 0.00% | -50.00% | 0.00% | 24:36 | 20:51 | 21:34 | 23:06 | 26:06 | 31:34 | 04:32 | 03:21 |
 | Mask of Madness | 7 | 5.88% | 53.3 | 42.86% | -6.25% | +7.14% | -42.86% | -25.86% | 10:56 | 09:28 | 09:37 | 10:04 | 11:33 | 13:53 | 01:56 | 01:25 |
 | Bracer | 13 | 10.92% | 51.7 | 30.77% | -20.17% | +2.56% | +2.56% | 0.00% | 02:31 | 01:25 | 01:38 | 02:01 | 02:27 | 07:21 | 00:49 | 00:36 |
 | Eye of Skadi | 1 | 0.84% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:11 | 26:11 | 26:11 | 26:11 | 26:11 | 26:11 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 0.84% | 48.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:00 | 25:00 | 25:00 | 25:00 | 25:00 | 25:00 | 00:00 | 00:00 |
 | Kaya | 1 | 0.84% | 46.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:17 | 31:17 | 31:17 | 31:17 | 31:17 | 31:17 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 0.84% | 45.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:39 | 34:39 | 34:39 | 34:39 | 34:39 | 34:39 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 0.84% | 43.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:29 | 05:29 | 05:29 | 05:29 | 05:29 | 05:29 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 0.84% | 41.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:50 | 32:50 | 32:50 | 32:50 | 32:50 | 32:50 | 00:00 | 00:00 |
 | Javelin | 1 | 0.84% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:27 | 34:27 | 34:27 | 34:27 | 34:27 | 34:27 | 00:00 | 00:00 |
 | Null Talisman | 1 | 0.84% | 38.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:43 | 02:43 | 02:43 | 02:43 | 02:43 | 02:43 | 00:00 | 00:00 |
 | Ghost Scepter | 3 | 2.52% | 36.7 | 33.33% | -15.81% | -33.33% | 0.00% | 0.00% | 32:10 | 24:35 | 24:35 | 27:39 | 44:17 | 44:17 | 19:42 | 14:35 |
 | Mage Slayer | 3 | 2.52% | 35.0 | 33.33% | -15.81% | -33.33% | 0.00% | 0.00% | 34:31 | 29:14 | 29:14 | 30:10 | 44:10 | 44:10 | 14:56 | 11:03 |
 | Overwhelming Blink | 3 | 2.52% | 33.3 | 33.33% | -15.81% | -33.33% | 0.00% | 0.00% | 48:22 | 41:42 | 41:42 | 48:46 | 54:39 | 54:39 | 12:57 | 09:35 |
 | Hand of Midas | 4 | 3.36% | 31.7 | 25.00% | -24.57% | -25.00% | +75.00% | 0.00% | 10:35 | 07:05 | 07:05 | 10:30 | 11:20 | 13:24 | 04:15 | 03:08 |
 | Void Stone | 6 | 5.04% | 30.0 | 16.67% | -33.77% | +33.33% | -16.67% | 0.00% | 47:51 | 24:49 | 29:05 | 41:58 | 1:08:10 | 1:09:01 | 39:05 | 28:57 |
 | Bloodthorn | 2 | 1.68% | 28.3 | 0.00% | -49.57% | 0.00% | 0.00% | 0.00% | 50:06 | 46:04 | 46:04 | 54:08 | 54:08 | 54:08 | 08:04 | 05:58 |
 | Aeon Disk | 1 | 0.84% | 26.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:51 | 39:51 | 39:51 | 39:51 | 39:51 | 39:51 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 0.84% | 25.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:29 | 54:29 | 54:29 | 54:29 | 54:29 | 54:29 | 00:00 | 00:00 |
 | Helm of Iron Will | 2 | 1.68% | 23.3 | 0.00% | -49.57% | 0.00% | 0.00% | 0.00% | 60:34 | 58:34 | 58:34 | 1:02:34 | 1:02:34 | 1:02:34 | 04:00 | 02:57 |
 | Lotus Orb | 1 | 0.84% | 21.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:49 | 30:49 | 30:49 | 30:49 | 30:49 | 30:49 | 00:00 | 00:00 |
 | Nullifier | 2 | 1.68% | 20.0 | 0.00% | -49.57% | 0.00% | 0.00% | 0.00% | 1:02:19 | 1:01:27 | 1:01:27 | 1:03:11 | 1:03:11 | 1:03:11 | 01:44 | 01:17 |
 | Abyssal Blade | 1 | 0.84% | 18.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:51 | 57:51 | 57:51 | 57:51 | 57:51 | 57:51 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 0.84% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:57 | 24:57 | 24:57 | 24:57 | 24:57 | 24:57 | 00:00 | 00:00 |
 | Skull Basher | 1 | 0.84% | 15.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:24 | 54:24 | 54:24 | 54:24 | 54:24 | 54:24 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 0.84% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:00 | 45:00 | 45:00 | 45:00 | 45:00 | 45:00 | 00:00 | 00:00 |
 | Vanguard | 1 | 0.84% | 11.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:27 | 57:27 | 57:27 | 57:27 | 57:27 | 57:27 | 00:00 | 00:00 |
 | Refresher Orb | 2 | 1.68% | 10.0 | 0.00% | -49.57% | 0.00% | 0.00% | 0.00% | 1:08:46 | 1:08:10 | 1:08:10 | 1:09:22 | 1:09:22 | 1:09:22 | 01:12 | 00:53 |
 | Aghanim's Scepter | 1 | 0.84% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:29 | 50:29 | 50:29 | 50:29 | 50:29 | 50:29 | 00:00 | 00:00 |
 | Orchid Malevolence | 2 | 1.68% | 6.7 | 0.00% | -49.57% | 0.00% | 0.00% | 0.00% | 48:04 | 42:03 | 42:03 | 54:05 | 54:05 | 54:05 | 12:02 | 08:54 |
 | Ring of Basilius | 1 | 0.84% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:39 | 02:39 | 02:39 | 02:39 | 02:39 | 02:39 | 00:00 | 00:00 |
 | Ring of Health | 5 | 4.20% | 3.3 | 0.00% | -50.88% | 0.00% | 0.00% | 0.00% | 45:49 | 05:20 | 05:20 | 57:27 | 1:08:10 | 1:09:01 | 1:02:50 | 46:32 |
 | Hood of Defiance | 1 | 0.84% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:22 | 09:22 | 09:22 | 09:22 | 09:22 | 09:22 | 00:00 | 00:00 |