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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 | |
 | Shiva's Guard | 15 | 6.49% | 100.0 | 80.00% | +33.24% | -5.00% | -5.00% | 0.00% | 34:12 | 22:25 | 29:11 | 31:11 | 34:33 | 1:02:46 | 05:22 | 03:58 |
 | Boots of Travel | 25 | 10.82% | 98.5 | 72.00% | +25.88% | -22.00% | +11.33% | 3.51% | 40:35 | 30:46 | 35:51 | 39:44 | 45:20 | 52:04 | 09:29 | 07:01 |
 | Void Stone | 87 | 37.66% | 97.1 | 59.77% | +17.41% | -5.22% | -23.41% | -1.18% | 30:26 | 10:41 | 21:28 | 30:33 | 36:50 | 1:01:58 | 15:22 | 11:22 |
 | Ring of Health | 79 | 34.20% | 95.6 | 59.49% | +16.07% | -4.49% | -4.49% | 0.00% | 29:08 | 01:47 | 20:25 | 28:32 | 36:41 | 1:04:43 | 16:16 | 12:02 |
 | Skull Basher | 136 | 58.87% | 94.1 | 55.88% | +16.93% | 0.00% | -11.76% | -1.45% | 31:30 | 21:06 | 26:35 | 30:22 | 34:41 | 1:05:03 | 08:06 | 06:00 |
 | Bottle | 184 | 79.65% | 92.6 | 52.17% | +16.00% | -2.17% | 0.00% | 2.17% | 01:49 | 00:26 | 01:22 | 01:34 | 01:48 | 06:26 | 00:26 | 00:19 |
 | Linken's Sphere | 35 | 15.15% | 91.2 | 62.86% | +16.43% | +3.81% | -7.30% | -0.92% | 31:03 | 14:53 | 24:37 | 30:40 | 36:41 | 47:39 | 12:04 | 08:56 |
 | Blink Dagger | 214 | 92.64% | 89.7 | 50.93% | +27.40% | +6.48% | -1.87% | -1.90% | 20:58 | 12:57 | 18:17 | 19:50 | 22:40 | 37:46 | 04:23 | 03:14 |
 | Diffusal Blade | 205 | 88.74% | 88.2 | 50.73% | +16.11% | +10.05% | -13.48% | -11.39% | 14:07 | 10:42 | 13:01 | 14:04 | 15:05 | 21:05 | 02:04 | 01:31 |
 | Magic Wand | 200 | 86.58% | 86.8 | 50.50% | +11.79% | -6.50% | -0.50% | 1.24% | 07:02 | -01:29 | 04:34 | 06:11 | 09:24 | 23:18 | 04:50 | 03:34 |
 | Magic Stick | 211 | 91.34% | 85.3 | 50.24% | +15.24% | -4.96% | -3.07% | 0.55% | 03:48 | -01:29 | 02:10 | 03:10 | 05:36 | 17:42 | 03:26 | 02:32 |
 | Aghanim's Shard | 203 | 87.88% | 83.8 | 50.25% | +10.96% | +14.46% | -11.03% | -3.88% | 21:03 | 15:00 | 16:57 | 19:52 | 23:31 | 42:02 | 06:34 | 04:51 |
 | Blight Stone | 202 | 87.45% | 82.4 | 49.50% | +4.67% | +3.44% | -3.50% | -3.15% | 03:52 | -00:12 | 02:28 | 02:57 | 04:40 | 12:23 | 02:12 | 01:37 |
 | Boots of Speed | 231 | 100.00% | 80.9 | 48.92% | +48.92% | +1.08% | -0.64% | -0.76% | 04:56 | -01:29 | 03:52 | 04:58 | 06:07 | 08:34 | 02:15 | 01:40 |
 | Quelling Blade | 227 | 98.27% | 79.4 | 48.90% | -1.10% | -8.55% | +3.73% | 0.00% | -01:28 | -01:30 | -01:29 | -01:29 | -01:29 | 00:13 | 00:00 | 00:00 |
 | Arcane Boots | 221 | 95.67% | 77.9 | 48.87% | -1.13% | +0.22% | -1.60% | -0.81% | 08:13 | 04:32 | 06:56 | 08:02 | 09:11 | 21:51 | 02:15 | 01:40 |
 | Orb of Corrosion | 146 | 63.20% | 76.5 | 50.00% | +2.94% | +4.05% | -8.33% | -2.87% | 08:21 | 03:14 | 05:32 | 08:02 | 09:51 | 25:02 | 04:19 | 03:11 |
 | Aeon Disk | 41 | 17.75% | 75.0 | 58.54% | +11.70% | +11.46% | -38.54% | -3.48% | 37:29 | 23:29 | 29:16 | 38:17 | 43:39 | 59:11 | 14:23 | 10:39 |
 | Overwhelming Blink | 27 | 11.69% | 73.5 | 62.96% | +15.90% | +22.75% | -20.10% | -3.14% | 47:30 | 32:31 | 40:56 | 45:40 | 54:36 | 1:09:38 | 13:40 | 10:07 |
 | Orb of Venom | 149 | 64.50% | 72.1 | 49.66% | +2.10% | +9.80% | -9.12% | -4.73% | 07:30 | 01:49 | 04:45 | 06:55 | 08:45 | 25:02 | 04:00 | 02:57 |
 | Fluffy Hat | 157 | 67.97% | 70.6 | 49.04% | +0.39% | +9.93% | -15.71% | -5.47% | 08:34 | -01:29 | 04:45 | 07:14 | 09:26 | 35:46 | 04:41 | 03:28 |
 | Aghanim's Scepter | 94 | 40.69% | 69.1 | 51.06% | +3.61% | +15.61% | -11.93% | -3.56% | 30:28 | 20:50 | 25:59 | 28:57 | 33:43 | 56:04 | 07:44 | 05:43 |
 | Lotus Orb | 24 | 10.39% | 67.6 | 58.33% | +10.50% | +8.34% | -8.33% | -1.82% | 26:25 | 19:05 | 20:52 | 24:59 | 30:03 | 37:16 | 09:11 | 06:48 |
 | Aether Lens | 25 | 10.82% | 66.2 | 56.00% | +7.94% | +27.33% | -6.00% | -3.67% | 41:37 | 31:20 | 35:46 | 40:24 | 44:51 | 1:02:12 | 09:05 | 06:43 |
 | Vanguard | 24 | 10.39% | 64.7 | 54.17% | +5.86% | +12.50% | +12.50% | 0.00% | 42:35 | 06:58 | 34:27 | 40:33 | 50:08 | 1:04:43 | 15:41 | 11:37 |
 | Abyssal Blade | 22 | 9.52% | 63.2 | 54.55% | +6.22% | +28.78% | -14.55% | -2.65% | 44:54 | 29:16 | 35:15 | 41:53 | 51:35 | 1:06:03 | 16:20 | 12:05 |
 | Eul's Scepter of Divinity | 11 | 4.76% | 61.8 | 63.64% | +15.46% | -30.31% | +3.03% | 0.00% | 29:33 | 16:39 | 18:19 | 24:25 | 36:19 | 56:22 | 18:00 | 13:20 |
 | Octarine Core | 21 | 9.09% | 60.3 | 52.38% | +3.81% | +47.62% | +7.62% | -5.04% | 43:49 | 34:35 | 39:15 | 41:47 | 47:11 | 1:02:12 | 07:56 | 05:52 |
 | Wind Lace | 12 | 5.19% | 58.8 | 58.33% | +9.93% | -25.00% | +8.34% | 0.00% | 25:14 | 02:03 | 15:21 | 17:34 | 35:48 | 55:54 | 20:27 | 15:08 |
 | Boots of Travel 2 | 10 | 4.33% | 57.4 | 60.00% | +11.58% | +6.67% | -10.00% | 0.00% | 57:05 | 39:30 | 45:44 | 52:20 | 1:09:08 | 1:14:40 | 23:24 | 17:20 |
 | Wraith Band | 25 | 10.82% | 55.9 | 44.00% | -5.51% | -27.33% | +39.33% | 66.66% | 02:20 | -01:29 | 01:35 | 02:23 | 02:34 | 08:11 | 00:59 | 00:43 |
 | Ring of Protection | 29 | 12.55% | 54.4 | 41.38% | -8.62% | +1.48% | +1.48% | 0.00% | 15:59 | -01:29 | 12:31 | 15:27 | 20:26 | 36:45 | 07:55 | 05:51 |
 | Mekansm | 26 | 11.26% | 52.9 | 42.31% | -7.45% | +14.83% | +7.69% | -1.98% | 14:33 | 10:09 | 12:02 | 12:30 | 15:38 | 25:26 | 03:36 | 02:40 |
 | Buckler | 27 | 11.69% | 51.5 | 40.74% | -9.26% | +2.12% | +2.12% | 0.00% | 18:17 | 07:51 | 12:59 | 16:10 | 21:52 | 36:45 | 08:53 | 06:34 |
 | Chainmail | 27 | 11.69% | 50.0 | 40.74% | -9.26% | +16.40% | +2.12% | -3.73% | 13:33 | 09:19 | 10:27 | 12:03 | 14:17 | 25:26 | 03:50 | 02:50 |
 | Headdress | 27 | 11.69% | 48.5 | 40.74% | -9.26% | +16.40% | +2.12% | -1.90% | 11:56 | 03:08 | 07:55 | 09:21 | 15:25 | 25:26 | 07:30 | 05:33 |
 | Guardian Greaves | 25 | 10.82% | 47.1 | 40.00% | -10.00% | +10.00% | -6.67% | -2.51% | 20:30 | 13:30 | 15:53 | 18:26 | 22:32 | 48:52 | 06:39 | 04:55 |
 | Vladmir's Offering | 4 | 1.73% | 45.6 | 75.00% | +26.54% | +25.00% | -75.00% | 0.00% | 27:24 | 23:11 | 23:11 | 27:49 | 28:36 | 30:00 | 05:25 | 04:00 |
 | Morbid Mask | 4 | 1.73% | 44.1 | 75.00% | +26.54% | +25.00% | -75.00% | 0.00% | 26:15 | 22:26 | 22:26 | 24:45 | 27:49 | 30:00 | 05:23 | 03:59 |
 | Aghanim's Blessing | 10 | 4.33% | 42.6 | 50.00% | +1.13% | +50.00% | 0.00% | 0.00% | 53:42 | 43:31 | 46:43 | 47:30 | 1:02:08 | 1:04:42 | 15:25 | 11:25 |
 | Eye of Skadi | 2 | 0.87% | 41.2 | 100.00% | +51.53% | 0.00% | 0.00% | 0.00% | 39:08 | 32:39 | 32:39 | 45:37 | 45:37 | 45:37 | 12:58 | 09:36 |
 | Ring of Basilius | 5 | 2.16% | 39.7 | 60.00% | +11.33% | -60.00% | -60.00% | 0.00% | 21:13 | 02:02 | 02:02 | 24:44 | 27:48 | 30:00 | 25:46 | 19:05 |
 | Crown | 3 | 1.30% | 38.2 | 66.67% | +17.99% | -66.67% | 0.00% | 0.00% | 52:08 | 47:46 | 47:46 | 51:09 | 57:30 | 57:30 | 09:44 | 07:12 |
 | Wind Waker | 3 | 1.30% | 36.8 | 66.67% | +17.99% | +33.33% | 0.00% | 0.00% | 51:52 | 45:02 | 45:02 | 51:38 | 58:57 | 58:57 | 13:55 | 10:18 |
 | Gleipnir | 3 | 1.30% | 35.3 | 66.67% | +17.99% | -66.67% | 0.00% | 0.00% | 52:28 | 48:28 | 48:28 | 51:21 | 57:34 | 57:34 | 09:06 | 06:44 |
 | Rod of Atos | 3 | 1.30% | 33.8 | 66.67% | +17.99% | -66.67% | 0.00% | 0.00% | 52:09 | 47:47 | 47:47 | 51:09 | 57:30 | 57:30 | 09:43 | 07:11 |
 | Force Staff | 14 | 6.06% | 32.4 | 28.57% | -21.66% | +21.43% | +4.76% | 0.00% | 31:45 | 20:05 | 30:18 | 31:18 | 33:30 | 41:26 | 03:12 | 02:22 |
 | Assault Cuirass | 1 | 0.43% | 30.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:35 | 43:35 | 43:35 | 43:35 | 43:35 | 43:35 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 0.43% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:50 | 36:50 | 36:50 | 36:50 | 36:50 | 36:50 | 00:00 | 00:00 |
 | Bracer | 1 | 0.43% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:34 | 07:34 | 07:34 | 07:34 | 07:34 | 07:34 | 00:00 | 00:00 |
 | Nullifier | 1 | 0.43% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:28 | 40:28 | 40:28 | 40:28 | 40:28 | 40:28 | 00:00 | 00:00 |
 | Maelstrom | 11 | 4.76% | 25.0 | 27.27% | -22.73% | -27.27% | +6.06% | 0.00% | 40:25 | 18:22 | 22:01 | 47:22 | 48:48 | 1:06:42 | 26:47 | 19:50 |
 | Javelin | 13 | 5.63% | 23.5 | 23.08% | -27.38% | -23.08% | +10.25% | 0.00% | 36:48 | 15:05 | 18:47 | 41:36 | 47:44 | 1:01:34 | 28:57 | 21:26 |
 | Scythe of Vyse | 7 | 3.03% | 22.1 | 28.57% | -20.98% | +21.43% | -28.57% | 0.00% | 40:38 | 31:55 | 37:35 | 39:28 | 42:28 | 48:26 | 04:53 | 03:37 |
 | Pipe of Insight | 2 | 0.87% | 20.6 | 50.00% | +1.09% | -50.00% | 0.00% | 0.00% | 28:40 | 24:31 | 24:31 | 32:49 | 32:49 | 32:49 | 08:18 | 06:08 |
 | Refresher Orb | 2 | 0.87% | 19.1 | 50.00% | +1.09% | -50.00% | 0.00% | 0.00% | 53:52 | 48:15 | 48:15 | 59:29 | 59:29 | 59:29 | 11:14 | 08:19 |
 | Hood of Defiance | 2 | 0.87% | 17.6 | 50.00% | +1.09% | -50.00% | 0.00% | 0.00% | 26:36 | 20:23 | 20:23 | 32:49 | 32:49 | 32:49 | 12:26 | 09:12 |
 | Heaven's Halberd | 3 | 1.30% | 16.2 | 33.33% | -15.79% | -33.33% | 0.00% | 0.00% | 29:44 | 28:35 | 28:35 | 28:45 | 31:51 | 31:51 | 03:16 | 02:25 |
 | Power Treads | 3 | 1.30% | 14.7 | 33.33% | -15.79% | -33.33% | 0.00% | 0.00% | 08:12 | 06:07 | 06:07 | 08:15 | 10:13 | 10:13 | 04:06 | 03:02 |
 | Helm of Iron Will | 3 | 1.30% | 13.2 | 33.33% | -15.79% | -33.33% | 0.00% | 0.00% | 34:09 | 12:01 | 12:01 | 39:34 | 50:51 | 50:51 | 38:50 | 28:45 |
 | Sange | 3 | 1.30% | 11.8 | 33.33% | -15.79% | -33.33% | 0.00% | 0.00% | 28:25 | 27:20 | 27:20 | 28:34 | 29:20 | 29:20 | 02:00 | 01:28 |
 | Black King Bar | 7 | 3.03% | 10.3 | 14.29% | -35.71% | -14.29% | -14.29% | 0.00% | 33:32 | 21:31 | 23:23 | 31:53 | 37:35 | 52:20 | 14:12 | 10:31 |
 | Crimson Guard | 1 | 0.43% | 8.8 | 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 |
 | Spirit Vessel | 1 | 0.43% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:28 | 12:28 | 12:28 | 12:28 | 12:28 | 12:28 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 0.43% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:42 | 04:42 | 04:42 | 04:42 | 04:42 | 04:42 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 0.43% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:40 | 1:01:40 | 1:01:40 | 1:01:40 | 1:01:40 | 1:01:40 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 0.43% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:02 | 28:02 | 28:02 | 28:02 | 28:02 | 28:02 | 00:00 | 00:00 |
 | Mjollnir | 1 | 0.43% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:44 | 1:06:44 | 1:06:44 | 1:06:44 | 1:06:44 | 1:06:44 | 00:00 | 00:00 |