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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 | |
 | Boots of Travel 2 | 19 | 15.57% | 100.0 | 84.21% | +46.35% | +15.79% | -4.21% | -1.95% | 52:49 | 36:46 | 45:25 | 51:23 | 55:40 | 1:15:13 | 10:15 | 07:35 |
 | Aghanim's Blessing | 14 | 11.48% | 98.2 | 78.57% | +37.83% | -28.57% | -11.90% | 0.00% | 50:44 | 32:49 | 43:37 | 50:53 | 56:11 | 1:07:10 | 12:34 | 09:18 |
 | Overwhelming Blink | 16 | 13.11% | 96.5 | 75.00% | +34.43% | +25.00% | 0.00% | -1.55% | 46:34 | 36:16 | 37:40 | 43:26 | 53:49 | 1:07:13 | 16:09 | 11:57 |
 | Octarine Core | 68 | 55.74% | 94.7 | 57.35% | +27.72% | +7.36% | -4.41% | -2.05% | 29:54 | 17:09 | 26:34 | 28:44 | 32:18 | 54:45 | 05:44 | 04:14 |
 | Refresher Orb | 32 | 26.23% | 93.0 | 59.38% | +19.38% | +15.62% | -21.88% | -3.42% | 44:15 | 33:10 | 37:52 | 40:51 | 48:50 | 1:07:15 | 10:58 | 08:07 |
 | Aether Lens | 81 | 66.39% | 91.2 | 51.85% | +20.14% | +8.15% | -1.85% | -1.81% | 25:36 | 13:29 | 22:11 | 24:23 | 27:42 | 50:12 | 05:31 | 04:05 |
 | Aghanim's Shard | 86 | 70.49% | 89.5 | 51.16% | +20.60% | -1.16% | -3.54% | -0.29% | 28:28 | 18:04 | 23:33 | 27:49 | 31:38 | 58:40 | 08:05 | 05:59 |
 | Void Stone | 86 | 70.49% | 87.7 | 50.00% | +16.67% | +4.55% | -2.38% | -1.21% | 26:00 | 13:02 | 22:22 | 24:14 | 28:06 | 50:04 | 05:44 | 04:14 |
 | Blink Dagger | 117 | 95.90% | 86.0 | 47.01% | +47.01% | +21.96% | -22.87% | -9.78% | 19:56 | 10:58 | 17:12 | 19:16 | 21:47 | 39:51 | 04:35 | 03:23 |
 | Ring of Health | 45 | 36.89% | 84.2 | 53.33% | +13.07% | -7.88% | -26.06% | -0.76% | 33:23 | 01:35 | 20:15 | 35:59 | 44:18 | 60:24 | 24:03 | 17:48 |
 | Aghanim's Scepter | 34 | 27.87% | 82.5 | 55.88% | +14.97% | -0.32% | +31.62% | 2.83% | 39:44 | 24:48 | 32:49 | 38:06 | 44:07 | 1:01:46 | 11:18 | 08:22 |
 | Wraith Band | 68 | 55.74% | 80.7 | 50.00% | +11.11% | +2.94% | -2.94% | -5.51% | 02:10 | -01:29 | 01:28 | 01:58 | 02:32 | 25:27 | 01:04 | 00:47 |
 | Wind Lace | 62 | 50.82% | 78.9 | 50.00% | +10.00% | 0.00% | -10.00% | -1.31% | 08:14 | -01:29 | 02:07 | 04:45 | 09:46 | 1:04:16 | 07:39 | 05:40 |
 | Boots of Travel | 35 | 28.69% | 77.2 | 54.29% | +12.91% | +1.27% | -9.85% | -1.51% | 37:24 | 14:31 | 31:35 | 36:12 | 38:58 | 60:29 | 07:23 | 05:28 |
 | Boots of Speed | 122 | 100.00% | 75.4 | 45.08% | +45.08% | -12.82% | -8.41% | 3.39% | 02:52 | -01:29 | 02:12 | 02:53 | 03:30 | 09:00 | 01:18 | 00:57 |
 | Black King Bar | 110 | 90.16% | 73.7 | 45.45% | +3.78% | +8.12% | -4.71% | -2.50% | 18:55 | 12:45 | 15:50 | 17:11 | 20:58 | 35:35 | 05:08 | 03:48 |
 | Magic Wand | 77 | 63.11% | 71.9 | 46.75% | +4.53% | +5.88% | -15.17% | -2.67% | 05:49 | -01:29 | 02:00 | 05:17 | 09:53 | 21:43 | 07:53 | 05:50 |
 | Hand of Midas | 105 | 86.07% | 70.2 | 43.81% | -9.13% | +2.34% | -5.35% | -3.52% | 10:23 | 05:20 | 08:59 | 09:58 | 11:10 | 22:40 | 02:11 | 01:37 |
 | Shiva's Guard | 23 | 18.85% | 68.4 | 56.52% | +14.10% | -23.19% | -6.52% | 2.22% | 31:57 | 21:34 | 26:51 | 32:18 | 34:21 | 44:45 | 07:30 | 05:33 |
 | Arcane Boots | 76 | 62.30% | 66.7 | 44.74% | -0.91% | +13.15% | +2.63% | -2.28% | 07:42 | 03:39 | 05:05 | 06:13 | 09:42 | 17:55 | 04:37 | 03:25 |
 | Magic Stick | 82 | 67.21% | 64.9 | 42.68% | -7.32% | +0.18% | -7.68% | -1.39% | 03:37 | -01:29 | -01:24 | 02:23 | 07:03 | 21:43 | 08:27 | 06:15 |
 | Aeon Disk | 14 | 11.48% | 63.2 | 57.14% | +13.62% | -32.14% | +42.86% | 0.00% | 43:44 | 33:45 | 37:30 | 43:29 | 50:31 | 59:28 | 13:01 | 09:38 |
 | Buckler | 30 | 24.59% | 61.4 | 46.67% | +2.10% | +15.83% | -18.10% | -8.81% | 13:40 | 08:42 | 11:45 | 13:02 | 15:36 | 19:27 | 03:51 | 02:51 |
 | Guardian Greaves | 30 | 24.59% | 59.6 | 46.67% | +2.10% | +28.33% | -18.10% | -16.01% | 15:42 | 10:22 | 13:58 | 15:22 | 16:52 | 23:02 | 02:54 | 02:08 |
 | Quelling Blade | 83 | 68.03% | 57.9 | 38.55% | -20.42% | -5.22% | +4.31% | 0.00% | -00:24 | -01:30 | -01:29 | -01:29 | -01:29 | 22:28 | 00:00 | 00:00 |
 | Ring of Protection | 34 | 27.87% | 56.1 | 44.12% | -1.33% | +0.32% | -6.62% | -1.24% | 10:58 | -01:29 | 09:52 | 12:22 | 15:29 | 19:00 | 05:37 | 04:09 |
 | Mekansm | 32 | 26.23% | 54.4 | 43.75% | -1.81% | +18.75% | +6.25% | -3.62% | 11:43 | 07:58 | 09:57 | 11:29 | 13:24 | 18:58 | 03:27 | 02:33 |
 | Headdress | 32 | 26.23% | 52.6 | 43.75% | -1.81% | +6.25% | +18.75% | 3.22% | 09:48 | 04:56 | 07:18 | 09:41 | 11:11 | 18:58 | 03:53 | 02:52 |
 | Helm of Iron Will | 6 | 4.92% | 50.9 | 66.67% | +22.70% | +33.33% | -66.67% | 0.00% | 28:58 | 10:30 | 11:01 | 28:52 | 45:49 | 46:17 | 34:48 | 25:46 |
 | Chainmail | 52 | 42.62% | 49.1 | 34.62% | -18.24% | +3.84% | +11.53% | 1.33% | 09:09 | 02:17 | 05:27 | 08:31 | 11:15 | 29:57 | 05:48 | 04:17 |
 | Arcane Blink | 2 | 1.64% | 47.4 | 100.00% | +55.83% | 0.00% | 0.00% | 0.00% | 47:14 | 42:47 | 42:47 | 51:41 | 51:41 | 51:41 | 08:54 | 06:35 |
 | Moon Shard | 2 | 1.64% | 45.6 | 100.00% | +55.83% | 0.00% | 0.00% | 0.00% | 60:28 | 52:21 | 52:21 | 1:08:34 | 1:08:34 | 1:08:34 | 16:13 | 12:00 |
 | Crimson Guard | 2 | 1.64% | 43.9 | 100.00% | +55.83% | 0.00% | 0.00% | 0.00% | 11:33 | 11:16 | 11:16 | 11:49 | 11:49 | 11:49 | 00:33 | 00:24 |
 | Vanguard | 6 | 4.92% | 42.1 | 50.00% | +5.17% | -50.00% | +50.00% | 0.00% | 06:29 | 04:34 | 04:49 | 06:57 | 07:27 | 07:44 | 02:38 | 01:57 |
 | Vladmir's Offering | 3 | 2.46% | 40.4 | 66.67% | +22.13% | +33.33% | 0.00% | 0.00% | 17:48 | 15:13 | 15:13 | 17:21 | 20:50 | 20:50 | 05:37 | 04:09 |
 | Nullifier | 3 | 2.46% | 38.6 | 66.67% | +22.13% | +33.33% | 0.00% | 0.00% | 37:05 | 32:20 | 32:20 | 32:52 | 46:04 | 46:04 | 13:44 | 10:10 |
 | Eul's Scepter of Divinity | 3 | 2.46% | 36.8 | 66.67% | +22.13% | +33.33% | 0.00% | 0.00% | 58:38 | 47:24 | 47:24 | 1:03:45 | 1:04:46 | 1:04:46 | 17:22 | 12:51 |
 | Morbid Mask | 3 | 2.46% | 35.1 | 66.67% | +22.13% | +33.33% | 0.00% | 0.00% | 16:59 | 14:35 | 14:35 | 16:53 | 19:30 | 19:30 | 04:55 | 03:38 |
 | Wind Waker | 3 | 2.46% | 33.3 | 66.67% | +22.13% | +33.33% | 0.00% | 0.00% | 58:54 | 47:41 | 47:41 | 1:03:45 | 1:05:16 | 1:05:16 | 17:35 | 13:01 |
 | Ring of Basilius | 3 | 2.46% | 31.6 | 66.67% | +22.13% | +33.33% | 0.00% | 0.00% | 16:19 | 12:36 | 12:36 | 16:53 | 19:29 | 19:29 | 06:53 | 05:05 |
 | Heaven's Halberd | 4 | 3.28% | 29.8 | 50.00% | +5.08% | -50.00% | +50.00% | 0.00% | 26:10 | 17:37 | 17:37 | 26:52 | 27:38 | 32:33 | 10:01 | 07:25 |
 | Sange | 4 | 3.28% | 28.1 | 50.00% | +5.08% | -50.00% | +50.00% | 0.00% | 25:32 | 15:41 | 15:41 | 26:52 | 27:36 | 31:57 | 11:55 | 08:49 |
 | Tranquil Boots | 4 | 3.28% | 26.3 | 50.00% | +5.08% | +50.00% | -50.00% | 0.00% | 08:02 | 04:56 | 04:56 | 06:28 | 07:48 | 12:56 | 02:52 | 02:07 |
 | Pipe of Insight | 4 | 3.28% | 24.6 | 50.00% | +5.08% | +50.00% | +50.00% | 0.00% | 19:42 | 16:52 | 16:52 | 18:46 | 19:56 | 23:15 | 03:04 | 02:16 |
 | Yasha | 1 | 0.82% | 22.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:51 | 33:51 | 33:51 | 33:51 | 33:51 | 33:51 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 0.82% | 21.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:50 | 51:50 | 51:50 | 51:50 | 51:50 | 51:50 | 00:00 | 00:00 |
 | Manta Style | 1 | 0.82% | 19.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:34 | 38:34 | 38:34 | 38:34 | 38:34 | 38:34 | 00:00 | 00:00 |
 | Phase Boots | 17 | 13.93% | 17.5 | 23.53% | -25.04% | -23.53% | +1.47% | 9.15% | 08:07 | 03:50 | 06:10 | 07:03 | 08:54 | 18:38 | 02:44 | 02:01 |
 | Lotus Orb | 5 | 4.10% | 15.8 | 40.00% | -5.30% | +60.00% | -40.00% | 0.00% | 32:17 | 23:45 | 23:45 | 32:52 | 35:55 | 36:50 | 12:10 | 09:00 |
 | Hood of Defiance | 5 | 4.10% | 14.0 | 40.00% | -5.30% | +60.00% | +60.00% | 0.00% | 17:42 | 15:30 | 15:30 | 16:33 | 17:29 | 23:15 | 01:59 | 01:28 |
 | Bottle | 2 | 1.64% | 12.3 | 50.00% | +5.00% | +50.00% | 0.00% | 0.00% | 01:36 | 01:26 | 01:26 | 01:45 | 01:45 | 01:45 | 00:19 | 00:14 |
 | Drum of Endurance | 2 | 1.64% | 10.5 | 50.00% | +5.00% | +50.00% | 0.00% | 0.00% | 13:54 | 12:05 | 12:05 | 15:42 | 15:42 | 15:42 | 03:37 | 02:40 |
 | Wraith Pact | 2 | 1.64% | 8.8 | 50.00% | +5.00% | -50.00% | 0.00% | 0.00% | 22:04 | 19:13 | 19:13 | 24:55 | 24:55 | 24:55 | 05:42 | 04:13 |
 | Fluffy Hat | 3 | 2.46% | 7.0 | 33.33% | -12.05% | -33.33% | 0.00% | 0.00% | 21:17 | 02:12 | 02:12 | 19:14 | 42:24 | 42:24 | 40:12 | 29:46 |
 | Linken's Sphere | 4 | 3.28% | 5.3 | 25.00% | -20.76% | +75.00% | -25.00% | 0.00% | 42:16 | 34:27 | 34:27 | 38:01 | 46:10 | 50:26 | 11:43 | 08:40 |
 | Bracer | 4 | 3.28% | 3.5 | 0.00% | -46.61% | 0.00% | 0.00% | 0.00% | 01:58 | 01:24 | 01:24 | 01:38 | 01:51 | 02:58 | 00:27 | 00:20 |
 | Force Staff | 1 | 0.82% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:26 | 42:26 | 42:26 | 42:26 | 42:26 | 42:26 | 00:00 | 00:00 |