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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 | 56 | 22.22% | 100.0 | 67.86% | +25.00% | +3.57% | +3.57% | 0.00% | 31:57 | 20:59 | 27:27 | 31:07 | 34:42 | 59:03 | 07:15 | 05:22 |
 | Yasha | 44 | 17.46% | 98.6 | 68.18% | +23.95% | -13.63% | +4.55% | 2.47% | 21:37 | 13:43 | 17:42 | 20:48 | 25:03 | 34:18 | 07:21 | 05:26 |
 | Satanic | 26 | 10.32% | 97.3 | 73.08% | +27.50% | +26.92% | -23.08% | -3.48% | 28:43 | 18:04 | 22:06 | 25:57 | 36:29 | 49:24 | 14:23 | 10:39 |
 | Manta Style | 40 | 15.87% | 95.9 | 67.50% | +22.69% | +2.50% | +12.50% | 1.55% | 25:35 | 17:08 | 21:39 | 24:00 | 28:05 | 39:36 | 06:26 | 04:45 |
 | Cornucopia | 71 | 28.17% | 94.5 | 61.97% | +18.88% | +10.25% | -6.41% | -2.01% | 33:26 | 20:50 | 27:27 | 31:47 | 35:44 | 1:01:38 | 08:17 | 06:08 |
 | Assault Cuirass | 9 | 3.57% | 93.2 | 88.89% | +41.98% | +11.11% | +11.11% | 0.00% | 33:54 | 24:10 | 27:10 | 34:45 | 36:04 | 44:00 | 08:54 | 06:35 |
 | Bracer | 76 | 30.16% | 91.8 | 59.21% | +15.46% | +3.95% | +9.21% | 3.19% | 03:00 | -00:34 | 01:51 | 02:15 | 03:30 | 11:46 | 01:39 | 01:13 |
 | Refresher Orb | 21 | 8.33% | 90.4 | 71.43% | +25.11% | +8.57% | +8.57% | 0.00% | 46:05 | 33:04 | 41:06 | 45:11 | 49:16 | 1:01:52 | 08:10 | 06:02 |
 | Harpoon | 204 | 80.95% | 89.0 | 52.45% | +21.20% | +20.10% | -3.43% | -3.97% | 19:28 | 11:51 | 15:46 | 18:00 | 21:42 | 39:35 | 05:56 | 04:23 |
 | Morbid Mask | 46 | 18.25% | 87.7 | 60.87% | +15.24% | -2.54% | +11.86% | 4.02% | 11:01 | 05:17 | 07:12 | 08:28 | 10:47 | 38:24 | 03:35 | 02:39 |
 | Diadem | 206 | 81.75% | 86.3 | 51.46% | +16.68% | +17.77% | -6.36% | -3.99% | 18:01 | 09:52 | 14:14 | 16:43 | 20:17 | 39:30 | 06:03 | 04:28 |
 | Magic Wand | 222 | 88.10% | 84.9 | 49.55% | +9.55% | +7.59% | -5.91% | -2.24% | 03:33 | -01:29 | -01:29 | 03:20 | 07:31 | 18:04 | 09:00 | 06:40 |
 | Boots of Speed | 252 | 100.00% | 83.6 | 48.41% | +48.41% | +0.80% | -3.97% | -1.59% | 05:58 | 01:26 | 04:27 | 06:03 | 07:27 | 11:48 | 03:00 | 02:13 |
 | Blink Dagger | 219 | 86.90% | 82.2 | 48.86% | +3.41% | +2.05% | +2.05% | 0.00% | 20:29 | 10:30 | 16:13 | 18:47 | 24:07 | 40:31 | 07:54 | 05:51 |
 | Magic Stick | 145 | 57.54% | 80.8 | 50.34% | +4.55% | +2.44% | -5.90% | -3.21% | 02:33 | -01:29 | -01:29 | 01:39 | 04:05 | 18:04 | 05:34 | 04:07 |
 | Power Treads | 239 | 94.84% | 79.5 | 48.12% | -5.73% | +3.55% | -8.12% | -3.78% | 08:31 | 04:05 | 06:53 | 08:42 | 09:58 | 15:08 | 03:05 | 02:17 |
 | Echo Sabre | 224 | 88.89% | 78.1 | 48.21% | -1.79% | +12.50% | -5.35% | -6.69% | 14:00 | 09:06 | 12:21 | 13:41 | 15:01 | 31:43 | 02:40 | 01:58 |
 | Mask of Madness | 39 | 15.48% | 76.7 | 58.97% | +12.49% | -8.97% | -8.97% | 0.00% | 10:17 | 08:06 | 09:19 | 09:51 | 10:54 | 16:48 | 01:35 | 01:10 |
 | Black King Bar | 118 | 46.83% | 75.3 | 50.85% | +4.58% | +12.48% | -9.47% | -2.61% | 27:56 | 15:15 | 23:14 | 26:42 | 31:39 | 51:37 | 08:25 | 06:14 |
 | Headdress | 31 | 12.30% | 74.0 | 61.29% | +14.68% | +13.71% | +13.71% | 0.00% | 17:24 | 09:19 | 14:07 | 17:43 | 18:56 | 25:12 | 04:49 | 03:34 |
 | Ring of Protection | 16 | 6.35% | 72.6 | 68.75% | +21.72% | +6.25% | +6.25% | 0.00% | 27:19 | 03:24 | 20:53 | 27:26 | 34:25 | 43:33 | 13:32 | 10:01 |
 | Pipe of Insight | 26 | 10.32% | 71.2 | 61.54% | +14.64% | +24.17% | +5.13% | -4.11% | 20:26 | 11:55 | 18:29 | 19:49 | 23:07 | 28:21 | 04:38 | 03:25 |
 | Sange | 20 | 7.94% | 69.9 | 65.00% | +18.02% | +35.00% | -25.00% | -10.32% | 27:02 | 16:09 | 23:26 | 25:25 | 29:15 | 43:23 | 05:49 | 04:18 |
 | Ring of Health | 162 | 64.29% | 68.5 | 44.44% | -11.12% | -2.98% | -4.44% | -1.39% | 03:24 | 01:16 | 02:27 | 03:00 | 03:30 | 34:19 | 01:03 | 00:46 |
 | Buckler | 13 | 5.16% | 67.1 | 69.23% | +21.95% | +30.77% | -2.56% | -3.60% | 31:27 | 19:02 | 25:50 | 32:19 | 35:06 | 43:33 | 09:16 | 06:51 |
 | Helm of Iron Will | 51 | 20.24% | 65.8 | 49.02% | +0.76% | +20.21% | -18.25% | -4.03% | 23:33 | 09:44 | 18:21 | 21:48 | 27:54 | 51:18 | 09:33 | 07:04 |
 | Quelling Blade | 56 | 22.22% | 64.4 | 48.21% | -0.26% | +1.79% | +1.79% | 0.00% | -00:33 | -01:29 | -01:29 | -01:29 | -01:29 | 36:57 | 00:00 | 00:00 |
 | Heaven's Halberd | 16 | 6.35% | 63.0 | 62.50% | +15.04% | +37.50% | -37.50% | -14.80% | 28:40 | 24:19 | 24:57 | 26:18 | 30:01 | 39:01 | 05:04 | 03:45 |
 | Bottle | 23 | 9.13% | 61.6 | 56.52% | +8.92% | -6.52% | -6.52% | 0.00% | 02:13 | 00:15 | 01:22 | 01:36 | 01:49 | 17:26 | 00:27 | 00:20 |
 | Wraith Band | 40 | 15.87% | 60.3 | 50.00% | +1.89% | 0.00% | -30.00% | -11.11% | 04:38 | -01:29 | 02:05 | 02:56 | 04:47 | 30:21 | 02:42 | 02:00 |
 | Vanguard | 136 | 53.97% | 58.9 | 40.44% | -17.32% | -5.15% | -5.15% | 0.00% | 07:06 | 04:32 | 05:40 | 06:09 | 07:12 | 34:19 | 01:32 | 01:08 |
 | Crimson Guard | 41 | 16.27% | 57.5 | 46.34% | -2.48% | +23.66% | -26.34% | -6.10% | 23:42 | 12:35 | 19:24 | 23:18 | 27:36 | 36:28 | 08:12 | 06:04 |
 | Arcane Boots | 11 | 4.37% | 56.2 | 63.64% | +15.92% | +36.36% | +3.03% | 0.00% | 08:00 | 04:42 | 05:08 | 08:55 | 09:43 | 10:52 | 04:35 | 03:23 |
 | Overwhelming Blink | 7 | 2.78% | 54.8 | 71.43% | +23.67% | +28.57% | -21.43% | 0.00% | 44:21 | 33:23 | 34:13 | 43:34 | 52:52 | 53:59 | 18:39 | 13:48 |
 | Abyssal Blade | 3 | 1.19% | 53.4 | 100.00% | +52.21% | 0.00% | 0.00% | 0.00% | 34:19 | 32:00 | 32:00 | 35:04 | 35:54 | 35:54 | 03:54 | 02:53 |
 | Skull Basher | 3 | 1.19% | 52.1 | 100.00% | +52.21% | 0.00% | 0.00% | 0.00% | 33:10 | 30:39 | 30:39 | 34:18 | 34:33 | 34:33 | 03:54 | 02:53 |
 | Shiva's Guard | 5 | 1.98% | 50.7 | 80.00% | +32.23% | +20.00% | +20.00% | 0.00% | 35:16 | 22:11 | 22:11 | 40:59 | 41:00 | 45:36 | 18:49 | 13:56 |
 | Swift Blink | 5 | 1.98% | 49.3 | 80.00% | +32.23% | +20.00% | -80.00% | 0.00% | 37:05 | 23:35 | 23:35 | 37:59 | 38:31 | 49:34 | 14:56 | 11:03 |
 | Octarine Core | 10 | 3.97% | 47.9 | 60.00% | +12.07% | +40.00% | -10.00% | 0.00% | 33:25 | 24:32 | 28:27 | 33:17 | 36:49 | 46:11 | 08:22 | 06:11 |
 | Nullifier | 8 | 3.17% | 46.6 | 62.50% | +14.55% | +37.50% | -62.50% | 0.00% | 35:19 | 22:10 | 23:57 | 33:40 | 38:17 | 51:22 | 14:20 | 10:37 |
 | Void Stone | 30 | 11.90% | 45.2 | 40.00% | -9.55% | +47.50% | -40.00% | -5.60% | 35:57 | 19:15 | 28:29 | 36:30 | 44:07 | 60:05 | 15:38 | 11:34 |
 | Wind Lace | 18 | 7.14% | 43.8 | 44.44% | -4.28% | -24.44% | +30.56% | 5.25% | 13:19 | -01:29 | 08:57 | 14:56 | 19:25 | 36:21 | 10:28 | 07:45 |
 | Shadow Blade | 24 | 9.52% | 42.5 | 37.50% | -12.06% | -20.83% | -20.83% | 0.00% | 33:26 | 19:43 | 24:14 | 29:17 | 41:41 | 54:51 | 17:27 | 12:55 |
 | Eye of Skadi | 2 | 0.79% | 41.1 | 100.00% | +52.00% | 0.00% | 0.00% | 0.00% | 28:53 | 27:49 | 27:49 | 29:57 | 29:57 | 29:57 | 02:08 | 01:34 |
 | Eul's Scepter of Divinity | 2 | 0.79% | 39.7 | 100.00% | +52.00% | 0.00% | 0.00% | 0.00% | 31:51 | 20:34 | 20:34 | 43:07 | 43:07 | 43:07 | 22:33 | 16:42 |
 | Silver Edge | 14 | 5.56% | 38.4 | 42.86% | -5.88% | -17.86% | -42.86% | -3.40% | 35:29 | 22:28 | 32:11 | 37:15 | 39:32 | 43:09 | 07:21 | 05:26 |
 | Crystalys | 18 | 7.14% | 37.0 | 38.89% | -10.26% | +1.11% | -13.89% | -2.14% | 32:38 | 21:44 | 29:12 | 31:42 | 36:12 | 48:45 | 07:00 | 05:11 |
 | Aghanim's Scepter | 6 | 2.38% | 35.6 | 50.00% | +1.63% | 0.00% | +50.00% | 0.00% | 35:09 | 19:37 | 26:36 | 27:20 | 38:43 | 1:07:47 | 12:07 | 08:58 |
 | Butterfly | 3 | 1.19% | 34.2 | 66.67% | +18.48% | -66.67% | 0.00% | 0.00% | 36:39 | 32:37 | 32:37 | 35:34 | 41:45 | 41:45 | 09:08 | 06:45 |
 | Boots of Travel 2 | 3 | 1.19% | 32.9 | 66.67% | +18.48% | +33.33% | 0.00% | 0.00% | 54:40 | 43:26 | 43:26 | 54:16 | 1:06:17 | 1:06:17 | 22:51 | 16:55 |
 | Chainmail | 4 | 1.59% | 31.5 | 50.00% | +1.61% | +50.00% | -50.00% | 0.00% | 13:07 | 11:37 | 11:37 | 11:45 | 13:07 | 15:58 | 01:30 | 01:06 |
 | Mekansm | 4 | 1.59% | 30.1 | 50.00% | +1.61% | +50.00% | -50.00% | 0.00% | 15:08 | 13:26 | 13:26 | 13:39 | 14:47 | 18:39 | 01:21 | 01:00 |
 | Fluffy Hat | 9 | 3.57% | 28.8 | 33.33% | -15.64% | +16.67% | -33.33% | 0.00% | 23:19 | 14:04 | 17:16 | 21:04 | 24:04 | 46:38 | 06:48 | 05:02 |
 | Desolator | 1 | 0.40% | 27.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:31 | 32:31 | 32:31 | 32:31 | 32:31 | 32:31 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 0.40% | 26.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:31 | 20:31 | 20:31 | 20:31 | 20:31 | 20:31 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 0.40% | 24.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:41 | 18:41 | 18:41 | 18:41 | 18:41 | 18:41 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 0.40% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:25 | 16:25 | 16:25 | 16:25 | 16:25 | 16:25 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 0.40% | 21.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:48 | 44:48 | 44:48 | 44:48 | 44:48 | 44:48 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 0.40% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:46 | 29:46 | 29:46 | 29:46 | 29:46 | 29:46 | 00:00 | 00:00 |
 | Scythe of Vyse | 6 | 2.38% | 19.2 | 33.33% | -15.45% | +16.67% | -33.33% | 0.00% | 46:02 | 39:15 | 40:31 | 42:52 | 49:23 | 60:05 | 08:52 | 06:34 |
 | Lotus Orb | 6 | 2.38% | 17.8 | 33.33% | -15.45% | +16.67% | -33.33% | 0.00% | 32:11 | 25:03 | 25:07 | 29:06 | 31:56 | 52:13 | 06:49 | 05:02 |
 | Aeon Disk | 2 | 0.79% | 16.4 | 50.00% | +1.60% | -50.00% | 0.00% | 0.00% | 50:56 | 35:41 | 35:41 | 1:06:10 | 1:06:10 | 1:06:10 | 30:29 | 22:34 |
 | Ghost Scepter | 2 | 0.79% | 15.1 | 50.00% | +1.60% | +50.00% | 0.00% | 0.00% | 31:04 | 28:33 | 28:33 | 33:35 | 33:35 | 33:35 | 05:02 | 03:43 |
 | Javelin | 2 | 0.79% | 13.7 | 50.00% | +1.60% | +50.00% | 0.00% | 0.00% | 31:30 | 28:54 | 28:54 | 34:05 | 34:05 | 34:05 | 05:11 | 03:50 |
 | Force Staff | 9 | 3.57% | 12.3 | 22.22% | -27.16% | +27.78% | -22.22% | 0.00% | 27:29 | 15:38 | 20:00 | 24:04 | 29:20 | 46:38 | 09:20 | 06:54 |
 | Guardian Greaves | 3 | 1.19% | 11.0 | 33.33% | -15.26% | +66.67% | 0.00% | 0.00% | 27:16 | 19:46 | 19:46 | 27:59 | 34:03 | 34:03 | 14:17 | 10:34 |
 | Orchid Malevolence | 4 | 1.59% | 9.6 | 25.00% | -23.79% | -25.00% | -25.00% | 0.00% | 36:36 | 30:32 | 30:32 | 32:52 | 35:22 | 47:36 | 04:50 | 03:34 |
 | Bloodthorn | 4 | 1.59% | 8.2 | 25.00% | -23.79% | -25.00% | -25.00% | 0.00% | 39:34 | 32:52 | 32:52 | 38:22 | 39:22 | 47:39 | 06:30 | 04:48 |
 | Mage Slayer | 4 | 1.59% | 6.8 | 25.00% | -23.79% | -25.00% | -25.00% | 0.00% | 38:53 | 32:39 | 32:39 | 37:07 | 38:06 | 47:39 | 05:27 | 04:02 |
 | Aether Lens | 6 | 2.38% | 5.5 | 16.67% | -32.52% | +33.33% | -16.67% | 0.00% | 40:02 | 23:17 | 32:52 | 44:26 | 46:37 | 47:10 | 13:45 | 10:11 |
 | Tranquil Boots | 1 | 0.40% | 4.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:32 | 24:32 | 24:32 | 24:32 | 24:32 | 24:32 | 00:00 | 00:00 |
 | Soul Ring | 1 | 0.40% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:18 | 10:18 | 10:18 | 10:18 | 10:18 | 10:18 | 00:00 | 00:00 |
 | Null Talisman | 1 | 0.40% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:07 | 45:07 | 45:07 | 45:07 | 45:07 | 45:07 | 00:00 | 00:00 |