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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 | |
 | Heart of Tarrasque | 41 | 16.02% | 100.0 | 78.05% | +31.54% | -8.05% | +1.95% | 1.07% | 29:24 | 20:13 | 24:27 | 28:07 | 33:48 | 45:31 | 09:21 | 06:55 |
 | Overwhelming Blink | 22 | 8.59% | 98.4 | 81.82% | +33.10% | -15.15% | -1.82% | 2.08% | 39:38 | 31:58 | 35:21 | 38:48 | 41:46 | 50:50 | 06:25 | 04:45 |
 | Bloodthorn | 46 | 17.97% | 96.8 | 71.74% | +24.60% | +3.26% | +10.08% | 1.10% | 34:57 | 24:53 | 31:30 | 34:11 | 37:41 | 55:46 | 06:11 | 04:34 |
 | Orchid Malevolence | 63 | 24.61% | 95.2 | 68.25% | +22.14% | -30.75% | -5.75% | 3.10% | 30:50 | 14:58 | 26:33 | 30:28 | 34:37 | 55:39 | 08:04 | 05:58 |
 | Void Stone | 82 | 32.03% | 93.5 | 65.85% | +21.02% | -27.75% | +4.15% | 3.64% | 31:01 | 14:25 | 26:25 | 30:46 | 35:11 | 55:39 | 08:46 | 06:29 |
 | Buckler | 44 | 17.19% | 91.9 | 70.45% | +22.81% | -15.90% | -15.90% | 0.00% | 34:15 | 20:15 | 30:12 | 32:29 | 36:34 | 48:21 | 06:22 | 04:42 |
 | Mage Slayer | 70 | 27.34% | 90.3 | 65.71% | +19.47% | +17.62% | -12.77% | -3.13% | 27:29 | 18:34 | 22:09 | 24:37 | 31:51 | 55:46 | 09:42 | 07:11 |
 | Eye of Skadi | 45 | 17.58% | 88.7 | 68.89% | +21.02% | +22.02% | -14.34% | -4.60% | 32:37 | 23:36 | 27:52 | 30:50 | 35:46 | 48:56 | 07:54 | 05:51 |
 | Blink Dagger | 166 | 64.84% | 87.1 | 59.64% | +22.97% | +4.65% | -10.86% | -2.69% | 22:55 | 10:38 | 19:21 | 22:29 | 25:07 | 57:12 | 05:46 | 04:16 |
 | Assault Cuirass | 41 | 16.02% | 85.5 | 68.29% | +19.92% | +1.71% | -18.29% | -2.91% | 35:33 | 20:49 | 31:06 | 34:30 | 37:59 | 48:38 | 06:53 | 05:05 |
 | Black King Bar | 216 | 84.38% | 83.9 | 55.56% | +25.56% | +11.11% | -1.86% | -3.76% | 21:44 | 15:39 | 19:11 | 20:52 | 22:38 | 58:04 | 03:27 | 02:33 |
 | Ring of Protection | 67 | 26.17% | 82.3 | 61.19% | +13.04% | -8.25% | +3.52% | 0.45% | 20:57 | -01:29 | 06:22 | 28:58 | 32:28 | 44:17 | 26:06 | 19:20 |
 | Echo Sabre | 148 | 57.81% | 80.6 | 55.41% | +9.11% | +12.16% | -12.17% | -10.98% | 16:03 | 10:53 | 14:42 | 15:47 | 16:55 | 29:57 | 02:13 | 01:38 |
 | Power Treads | 253 | 98.83% | 79.0 | 52.17% | +52.17% | +3.39% | -6.14% | -5.15% | 06:35 | 02:59 | 05:22 | 06:04 | 07:13 | 14:45 | 01:51 | 01:22 |
 | Magic Wand | 212 | 82.81% | 77.4 | 52.83% | +7.38% | +5.66% | -13.21% | -2.98% | 04:42 | -01:29 | -01:29 | 03:23 | 07:49 | 30:35 | 09:18 | 06:53 |
 | Armlet of Mordiggian | 240 | 93.75% | 75.8 | 52.08% | +8.33% | +2.92% | -7.08% | -4.92% | 11:42 | 07:29 | 10:39 | 11:41 | 12:41 | 18:57 | 02:02 | 01:30 |
 | Helm of Iron Will | 240 | 93.75% | 74.2 | 52.08% | +8.33% | -0.41% | -7.08% | -2.90% | 09:46 | 02:57 | 08:51 | 09:57 | 11:09 | 16:18 | 02:18 | 01:42 |
 | Boots of Speed | 256 | 100.00% | 72.6 | 51.56% | +51.56% | 0.00% | -10.93% | -5.25% | 04:30 | -01:29 | 03:19 | 04:16 | 05:24 | 11:58 | 02:05 | 01:32 |
 | Quelling Blade | 201 | 78.52% | 71.0 | 52.24% | +3.15% | +5.76% | +5.76% | 0.00% | -01:15 | -01:30 | -01:29 | -01:29 | -01:29 | 09:16 | 00:00 | 00:00 |
 | Magic Stick | 176 | 68.75% | 69.4 | 49.43% | -6.82% | +16.48% | -10.79% | -27.27% | 01:06 | -01:30 | -01:29 | -01:29 | 01:56 | 16:32 | 03:25 | 02:31 |
 | Wind Lace | 37 | 14.45% | 67.7 | 59.46% | +9.23% | -15.02% | -3.90% | 2.35% | 11:16 | 02:52 | 08:35 | 11:53 | 13:19 | 20:14 | 04:44 | 03:30 |
 | Bracer | 76 | 29.69% | 66.1 | 50.00% | -2.22% | +13.16% | -7.89% | -21.05% | 02:21 | -01:29 | 01:34 | 01:56 | 02:31 | 24:21 | 00:57 | 00:42 |
 | Crystalys | 29 | 11.33% | 64.5 | 58.62% | +7.96% | +12.81% | -15.76% | -3.63% | 31:38 | 22:41 | 27:03 | 29:50 | 34:55 | 50:07 | 07:52 | 05:49 |
 | Silver Edge | 29 | 11.33% | 62.9 | 58.62% | +7.96% | +12.81% | -1.48% | -1.99% | 32:17 | 23:15 | 28:01 | 31:01 | 35:11 | 50:07 | 07:10 | 05:18 |
 | Aghanim's Shard | 107 | 41.80% | 61.3 | 46.73% | -8.30% | +12.53% | -5.99% | -2.44% | 27:58 | 17:48 | 23:38 | 27:51 | 31:13 | 54:41 | 07:35 | 05:37 |
 | Shadow Blade | 41 | 16.02% | 59.7 | 53.66% | +2.50% | -3.66% | +6.34% | 1.79% | 27:22 | 16:47 | 23:21 | 25:29 | 28:56 | 46:29 | 05:35 | 04:08 |
 | Yasha | 11 | 4.30% | 58.1 | 72.73% | +22.12% | -6.06% | -6.06% | 0.00% | 27:42 | 16:23 | 19:26 | 26:28 | 30:47 | 44:18 | 11:21 | 08:24 |
 | Blight Stone | 22 | 8.59% | 56.5 | 59.09% | +8.24% | +7.58% | -19.09% | -16.84% | 03:26 | -01:29 | 01:42 | 02:29 | 03:17 | 18:06 | 01:35 | 01:10 |
 | Ring of Health | 16 | 6.25% | 54.8 | 62.50% | +11.67% | +12.50% | -37.50% | 0.00% | 39:29 | 28:20 | 33:15 | 38:27 | 43:03 | 50:28 | 09:48 | 07:15 |
 | Sange | 23 | 8.98% | 53.2 | 56.52% | +5.45% | +26.81% | -23.19% | -5.06% | 22:49 | 13:13 | 16:02 | 22:18 | 25:55 | 44:18 | 09:53 | 07:19 |
 | Arcane Blink | 6 | 2.34% | 51.6 | 83.33% | +32.53% | +16.67% | -83.33% | 0.00% | 47:41 | 43:17 | 43:29 | 43:40 | 49:52 | 57:39 | 06:23 | 04:43 |
 | Soul Ring | 31 | 12.11% | 50.0 | 51.61% | +0.05% | -14.11% | -14.11% | 0.00% | 07:53 | 00:56 | 04:31 | 07:10 | 09:43 | 20:17 | 05:12 | 03:51 |
 | Octarine Core | 8 | 3.13% | 48.4 | 75.00% | +24.19% | -25.00% | +25.00% | 0.00% | 39:32 | 31:54 | 32:37 | 37:15 | 41:04 | 52:33 | 08:27 | 06:15 |
 | Fluffy Hat | 17 | 6.64% | 46.8 | 58.82% | +7.77% | -33.82% | +16.18% | 0.00% | 03:36 | 02:03 | 02:53 | 03:38 | 03:58 | 05:53 | 01:05 | 00:48 |
 | Orb of Corrosion | 17 | 6.64% | 45.2 | 58.82% | +7.77% | -33.82% | +16.18% | 0.00% | 04:22 | 02:19 | 03:24 | 04:36 | 05:08 | 06:19 | 01:44 | 01:17 |
 | Orb of Venom | 20 | 7.81% | 43.5 | 55.00% | +3.73% | -15.00% | +5.00% | 20.00% | 01:23 | -01:29 | 01:07 | 01:24 | 01:51 | 03:13 | 00:44 | 00:32 |
 | Aether Lens | 16 | 6.25% | 41.9 | 56.25% | +5.00% | -56.25% | +43.75% | 0.00% | 30:02 | 21:06 | 23:47 | 29:04 | 35:28 | 41:43 | 11:41 | 08:39 |
 | Linken's Sphere | 9 | 3.52% | 40.3 | 66.67% | +15.66% | -16.67% | -16.67% | 0.00% | 36:58 | 28:29 | 30:25 | 35:49 | 43:03 | 50:46 | 12:38 | 09:21 |
 | Sange and Yasha | 7 | 2.73% | 38.7 | 71.43% | +20.43% | +28.57% | -21.43% | 0.00% | 29:03 | 16:23 | 19:26 | 25:44 | 30:54 | 44:18 | 11:28 | 08:29 |
 | Heaven's Halberd | 13 | 5.08% | 37.1 | 53.85% | +2.41% | +46.15% | +12.82% | 0.00% | 22:49 | 16:05 | 16:44 | 23:25 | 26:02 | 35:53 | 09:18 | 06:53 |
 | Hand of Midas | 12 | 4.69% | 35.5 | 50.00% | -1.64% | +16.67% | -50.00% | 0.00% | 11:34 | 09:07 | 09:34 | 10:48 | 11:55 | 16:57 | 02:21 | 01:44 |
 | Manta Style | 4 | 1.56% | 33.9 | 75.00% | +23.81% | -75.00% | +25.00% | 0.00% | 26:30 | 20:26 | 20:26 | 26:28 | 28:02 | 31:02 | 07:36 | 05:37 |
 | Abyssal Blade | 5 | 1.95% | 32.3 | 60.00% | +8.61% | +40.00% | -60.00% | 0.00% | 41:30 | 38:18 | 38:18 | 38:43 | 40:46 | 51:03 | 02:28 | 01:49 |
 | Vanguard | 5 | 1.95% | 30.6 | 60.00% | +8.61% | +40.00% | -60.00% | 0.00% | 41:19 | 38:17 | 38:17 | 38:43 | 40:44 | 50:19 | 02:27 | 01:48 |
 | Aghanim's Scepter | 5 | 1.95% | 29.0 | 60.00% | +8.61% | +40.00% | -60.00% | 0.00% | 29:17 | 20:06 | 20:06 | 29:31 | 33:48 | 35:30 | 13:42 | 10:08 |
 | Skull Basher | 12 | 4.69% | 27.4 | 33.33% | -19.13% | 0.00% | -33.33% | 0.00% | 38:18 | 29:42 | 34:18 | 35:15 | 38:30 | 53:18 | 04:12 | 03:06 |
 | Morbid Mask | 4 | 1.56% | 25.8 | 50.00% | -1.59% | -50.00% | +50.00% | 0.00% | 36:58 | 33:08 | 33:08 | 35:29 | 35:51 | 43:23 | 02:43 | 02:00 |
 | Nullifier | 4 | 1.56% | 24.2 | 50.00% | -1.59% | +50.00% | -50.00% | 0.00% | 43:13 | 32:28 | 32:28 | 32:34 | 47:48 | 60:03 | 15:20 | 11:21 |
 | Moon Shard | 1 | 0.39% | 22.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:00 | 52:00 | 52:00 | 52:00 | 52:00 | 52:00 | 00:00 | 00:00 |
 | Dragon Lance | 1 | 0.39% | 21.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:15 | 22:15 | 22:15 | 22:15 | 22:15 | 22:15 | 00:00 | 00:00 |
 | Swift Blink | 2 | 0.78% | 19.4 | 50.00% | -1.57% | -50.00% | 0.00% | 0.00% | 45:36 | 36:38 | 36:38 | 54:33 | 54:33 | 54:33 | 17:55 | 13:16 |
 | Wraith Band | 2 | 0.78% | 17.7 | 50.00% | -1.57% | +50.00% | 0.00% | 0.00% | 01:10 | 00:49 | 00:49 | 01:31 | 01:31 | 01:31 | 00:42 | 00:31 |
 | Refresher Orb | 2 | 0.78% | 16.1 | 50.00% | -1.57% | -50.00% | 0.00% | 0.00% | 47:01 | 45:05 | 45:05 | 48:57 | 48:57 | 48:57 | 03:52 | 02:51 |
 | Satanic | 3 | 1.17% | 14.5 | 33.33% | -18.45% | -33.33% | 0.00% | 0.00% | 36:03 | 33:29 | 33:29 | 36:25 | 38:16 | 38:16 | 04:47 | 03:32 |
 | Arcane Boots | 1 | 0.39% | 12.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:49 | 12:49 | 12:49 | 12:49 | 12:49 | 12:49 | 00:00 | 00:00 |
 | Phase Boots | 1 | 0.39% | 11.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:33 | 13:33 | 13:33 | 13:33 | 13:33 | 13:33 | 00:00 | 00:00 |
 | Maelstrom | 1 | 0.39% | 9.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:12 | 54:12 | 54:12 | 54:12 | 54:12 | 54:12 | 00:00 | 00:00 |
 | Mjollnir | 1 | 0.39% | 8.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:37 | 54:37 | 54:37 | 54:37 | 54:37 | 54:37 | 00:00 | 00:00 |
 | Javelin | 4 | 1.56% | 6.5 | 0.00% | -52.38% | 0.00% | 0.00% | 0.00% | 44:26 | 31:23 | 31:23 | 44:35 | 47:34 | 54:12 | 16:11 | 11:59 |
 | Chainmail | 1 | 0.39% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:39 | 12:39 | 12:39 | 12:39 | 12:39 | 12:39 | 00:00 | 00:00 |
 | Monkey King Bar | 3 | 1.17% | 3.2 | 0.00% | -52.17% | 0.00% | 0.00% | 0.00% | 42:00 | 32:45 | 32:45 | 44:43 | 48:33 | 48:33 | 15:48 | 11:42 |
 | Butterfly | 1 | 0.39% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:26 | 27:26 | 27:26 | 27:26 | 27:26 | 27:26 | 00:00 | 00:00 |