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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 | |
 | Overwhelming Blink | 9 | 10.71% | 100.0 | 100.00% | +49.33% | 0.00% | 0.00% | 0.00% | 41:16 | 27:21 | 32:41 | 42:02 | 43:23 | 59:54 | 10:42 | 07:55 |
 | Boots of Travel | 13 | 15.48% | 98.3 | 92.31% | +43.01% | +7.69% | -25.64% | -3.23% | 35:05 | 24:36 | 29:26 | 31:37 | 39:45 | 45:37 | 10:19 | 07:38 |
 | Bracer | 20 | 23.81% | 96.6 | 80.00% | +31.56% | 0.00% | 0.00% | 0.00% | 02:59 | 01:38 | 01:58 | 03:10 | 03:16 | 04:55 | 01:18 | 00:57 |
 | Quelling Blade | 6 | 7.14% | 94.9 | 100.00% | +47.44% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Scythe of Vyse | 23 | 27.38% | 93.2 | 73.91% | +24.73% | -7.24% | -7.24% | 0.00% | 35:40 | 21:11 | 29:37 | 34:56 | 41:04 | 50:43 | 11:27 | 08:28 |
 | Pipe of Insight | 11 | 13.10% | 91.5 | 81.82% | +29.77% | +18.18% | -15.15% | -8.81% | 19:31 | 14:10 | 15:52 | 18:22 | 19:39 | 32:34 | 03:47 | 02:48 |
 | Blink Dagger | 34 | 40.48% | 89.8 | 64.71% | +14.71% | +13.07% | -2.21% | -1.54% | 28:31 | 15:32 | 23:25 | 30:22 | 33:19 | 44:00 | 09:54 | 07:20 |
 | Headdress | 13 | 15.48% | 88.1 | 76.92% | +24.81% | +23.08% | -10.25% | -10.05% | 15:10 | 09:57 | 12:52 | 14:17 | 16:11 | 21:54 | 03:19 | 02:27 |
 | Heart of Tarrasque | 13 | 15.48% | 86.4 | 76.92% | +24.81% | +23.08% | -10.25% | -3.51% | 33:12 | 25:10 | 28:22 | 32:59 | 37:51 | 42:35 | 09:29 | 07:01 |
 | Void Stone | 57 | 67.86% | 84.7 | 59.65% | +11.50% | -9.65% | -9.65% | 0.00% | 21:00 | 07:50 | 13:02 | 20:27 | 27:35 | 50:01 | 14:33 | 10:46 |
 | Magic Wand | 83 | 98.81% | 83.1 | 56.63% | +56.63% | -9.01% | +5.27% | 2.13% | 04:35 | -01:30 | -01:29 | 04:17 | 08:11 | 13:57 | 09:40 | 07:09 |
 | Magic Stick | 62 | 73.81% | 81.4 | 58.06% | +8.06% | -1.81% | -4.73% | -0.62% | 03:00 | -01:29 | -01:29 | 02:37 | 06:11 | 11:16 | 07:40 | 05:40 |
 | Arcane Boots | 84 | 100.00% | 79.7 | 55.95% | +55.95% | +15.48% | -8.33% | -8.45% | 07:47 | 04:14 | 06:18 | 07:35 | 09:07 | 12:27 | 02:49 | 02:05 |
 | Boots of Speed | 84 | 100.00% | 78.0 | 55.95% | +55.95% | +10.72% | -8.33% | -5.44% | 05:29 | 01:34 | 03:44 | 05:15 | 07:14 | 11:00 | 03:30 | 02:35 |
 | Kaya | 72 | 85.71% | 76.3 | 56.94% | +6.94% | +9.73% | +9.73% | 0.00% | 16:43 | 09:11 | 12:28 | 14:28 | 19:46 | 35:30 | 07:18 | 05:24 |
 | Sange | 71 | 84.52% | 74.6 | 56.34% | +2.49% | +21.44% | +4.77% | -2.35% | 19:00 | 11:12 | 15:14 | 16:44 | 22:19 | 33:19 | 07:05 | 05:14 |
 | Ring of Health | 70 | 83.33% | 72.9 | 55.71% | -1.43% | -0.15% | +9.00% | 2.32% | 06:42 | 00:40 | 02:27 | 03:00 | 06:24 | 50:01 | 03:57 | 02:55 |
 | Kaya and Sange | 68 | 80.95% | 71.2 | 55.88% | -0.37% | +8.83% | +2.94% | -0.62% | 19:59 | 12:42 | 15:36 | 17:15 | 25:06 | 35:54 | 09:30 | 07:02 |
 | Wind Lace | 12 | 14.29% | 69.5 | 75.00% | +22.22% | -8.33% | -8.33% | 0.00% | 20:40 | 10:47 | 13:22 | 16:43 | 21:18 | 59:11 | 07:56 | 05:52 |
 | Eul's Scepter of Divinity | 12 | 14.29% | 67.8 | 75.00% | +22.22% | -8.33% | -8.33% | 0.00% | 21:51 | 13:18 | 14:20 | 17:14 | 22:01 | 59:24 | 07:41 | 05:41 |
 | Ring of Protection | 62 | 73.81% | 66.1 | 54.84% | -4.25% | +7.66% | -1.51% | -3.09% | 09:40 | -01:29 | 07:19 | 08:50 | 10:17 | 46:42 | 02:58 | 02:11 |
 | Soul Ring | 60 | 71.43% | 64.4 | 53.33% | -9.17% | +6.67% | -6.66% | -4.70% | 10:14 | 06:03 | 07:50 | 09:08 | 10:40 | 46:42 | 02:50 | 02:05 |
 | Vanguard | 52 | 61.90% | 62.7 | 53.85% | -5.53% | +15.38% | 0.00% | -6.19% | 06:32 | 03:44 | 05:21 | 06:06 | 07:50 | 10:47 | 02:29 | 01:50 |
 | Octarine Core | 25 | 29.76% | 61.0 | 60.00% | +5.76% | +6.67% | +6.67% | 0.00% | 25:33 | 12:36 | 15:37 | 23:19 | 32:26 | 50:42 | 16:49 | 12:27 |
 | Aghanim's Scepter | 39 | 46.43% | 59.3 | 51.28% | -8.72% | +8.72% | +8.72% | 0.00% | 24:51 | 17:39 | 20:43 | 24:04 | 27:41 | 37:29 | 06:58 | 05:09 |
 | Helm of Iron Will | 9 | 10.71% | 57.6 | 66.67% | +12.00% | +33.33% | -16.67% | 0.00% | 23:56 | 09:49 | 17:34 | 20:28 | 24:19 | 56:06 | 06:45 | 05:00 |
 | Lotus Orb | 26 | 30.95% | 55.9 | 50.00% | -8.62% | -7.14% | -16.67% | -0.61% | 23:24 | 11:08 | 14:59 | 21:45 | 30:43 | 43:50 | 15:44 | 11:39 |
 | Shiva's Guard | 16 | 19.05% | 54.2 | 56.25% | +0.37% | +18.75% | -6.25% | -2.41% | 34:51 | 24:37 | 27:56 | 34:28 | 38:19 | 46:10 | 10:23 | 07:41 |
 | Bottle | 21 | 25.00% | 52.5 | 52.38% | -4.76% | -12.38% | -32.38% | -20.00% | 01:48 | 01:15 | 01:32 | 01:43 | 01:55 | 03:46 | 00:23 | 00:17 |
 | Chainmail | 7 | 8.33% | 50.8 | 71.43% | +16.88% | +28.57% | -21.43% | 0.00% | 14:57 | 10:37 | 12:59 | 14:17 | 16:48 | 18:14 | 03:49 | 02:49 |
 | Crimson Guard | 7 | 8.33% | 49.2 | 71.43% | +16.88% | +28.57% | -21.43% | 0.00% | 20:05 | 11:14 | 19:14 | 20:40 | 20:57 | 25:51 | 01:43 | 01:16 |
 | Boots of Travel 2 | 5 | 5.95% | 47.5 | 80.00% | +25.57% | +20.00% | -80.00% | 0.00% | 45:41 | 34:42 | 34:42 | 40:25 | 55:56 | 57:01 | 21:14 | 15:43 |
 | Guardian Greaves | 5 | 5.95% | 45.8 | 80.00% | +25.57% | +20.00% | +20.00% | 0.00% | 17:49 | 14:03 | 14:03 | 17:13 | 19:03 | 21:53 | 05:00 | 03:42 |
 | Buckler | 5 | 5.95% | 44.1 | 80.00% | +25.57% | +20.00% | +20.00% | 0.00% | 15:45 | 13:00 | 13:00 | 14:58 | 16:27 | 21:06 | 03:27 | 02:33 |
 | Mekansm | 5 | 5.95% | 42.4 | 80.00% | +25.57% | +20.00% | +20.00% | 0.00% | 14:21 | 11:17 | 11:17 | 14:17 | 15:12 | 17:31 | 03:55 | 02:54 |
 | Aghanim's Shard | 15 | 17.86% | 40.7 | 53.33% | -3.19% | -3.33% | -3.33% | 0.00% | 29:32 | 15:29 | 19:49 | 29:37 | 37:04 | 49:48 | 17:15 | 12:46 |
 | Black King Bar | 18 | 21.43% | 39.0 | 50.00% | -7.58% | -10.00% | 0.00% | 1.32% | 29:55 | 18:29 | 21:37 | 25:12 | 29:10 | 1:04:08 | 07:33 | 05:35 |
 | Cornucopia | 4 | 4.76% | 37.3 | 75.00% | +20.00% | +25.00% | +25.00% | 0.00% | 33:02 | 24:26 | 24:26 | 28:12 | 31:17 | 48:14 | 06:51 | 05:04 |
 | Linken's Sphere | 4 | 4.76% | 35.6 | 75.00% | +20.00% | +25.00% | +25.00% | 0.00% | 38:08 | 27:43 | 27:43 | 32:30 | 44:05 | 48:14 | 16:22 | 12:07 |
 | Heaven's Halberd | 7 | 8.33% | 33.9 | 57.14% | +1.30% | -7.14% | -7.14% | 0.00% | 24:06 | 16:04 | 21:09 | 25:01 | 26:38 | 29:39 | 05:29 | 04:03 |
 | Eternal Shroud | 5 | 5.95% | 32.2 | 60.00% | +4.30% | -60.00% | +40.00% | 0.00% | 21:19 | 13:06 | 13:06 | 21:48 | 22:34 | 30:13 | 09:28 | 07:00 |
 | Ghost Scepter | 4 | 4.76% | 30.5 | 50.00% | -6.25% | -50.00% | -50.00% | 0.00% | 30:17 | 24:31 | 24:31 | 25:59 | 30:14 | 40:22 | 05:43 | 04:14 |
 | Bloodstone | 4 | 4.76% | 28.8 | 50.00% | -6.25% | +50.00% | +50.00% | 0.00% | 31:09 | 24:56 | 24:56 | 26:48 | 35:02 | 37:51 | 10:06 | 07:28 |
 | Refresher Orb | 1 | 1.19% | 27.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:20 | 28:20 | 28:20 | 28:20 | 28:20 | 28:20 | 00:00 | 00:00 |
 | Yasha and Kaya | 1 | 1.19% | 25.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:59 | 35:59 | 35:59 | 35:59 | 35:59 | 35:59 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 1.19% | 23.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:41 | 43:41 | 43:41 | 43:41 | 43:41 | 43:41 | 00:00 | 00:00 |
 | Yasha | 1 | 1.19% | 22.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:36 | 35:36 | 35:36 | 35:36 | 35:36 | 35:36 | 00:00 | 00:00 |
 | Blade Mail | 2 | 2.38% | 20.3 | 50.00% | -6.10% | +50.00% | 0.00% | 0.00% | 20:54 | 20:32 | 20:32 | 21:15 | 21:15 | 21:15 | 00:43 | 00:31 |
 | Ethereal Blade | 2 | 2.38% | 18.6 | 50.00% | -6.10% | +50.00% | 0.00% | 0.00% | 28:00 | 27:13 | 27:13 | 28:47 | 28:47 | 28:47 | 01:34 | 01:09 |
 | Wind Waker | 2 | 2.38% | 16.9 | 50.00% | -6.10% | +50.00% | 0.00% | 0.00% | 47:58 | 36:31 | 36:31 | 59:24 | 59:24 | 59:24 | 22:53 | 16:57 |
 | Dagon (level 4) | 2 | 2.38% | 15.3 | 50.00% | -6.10% | -50.00% | 0.00% | 0.00% | 41:34 | 41:17 | 41:17 | 41:50 | 41:50 | 41:50 | 00:33 | 00:24 |
 | Dagon | 3 | 3.57% | 13.6 | 33.33% | -23.46% | -33.33% | 0.00% | 0.00% | 30:06 | 23:01 | 23:01 | 29:24 | 37:53 | 37:53 | 14:52 | 11:00 |
 | Dagon (level 5) | 3 | 3.57% | 11.9 | 33.33% | -23.46% | -33.33% | 0.00% | 0.00% | 48:06 | 41:19 | 41:19 | 41:50 | 1:01:10 | 1:01:10 | 19:51 | 14:42 |
 | Dagon (level 2) | 3 | 3.57% | 10.2 | 33.33% | -23.46% | -33.33% | 0.00% | 0.00% | 40:47 | 25:52 | 25:52 | 38:55 | 57:35 | 57:35 | 31:43 | 23:29 |
 | Dagon (level 3) | 3 | 3.57% | 8.5 | 33.33% | -23.46% | -33.33% | 0.00% | 0.00% | 44:13 | 34:11 | 34:11 | 40:02 | 58:27 | 58:27 | 24:16 | 17:58 |
 | Diadem | 3 | 3.57% | 6.8 | 33.33% | -23.46% | -33.33% | 0.00% | 0.00% | 29:44 | 22:55 | 22:55 | 29:24 | 36:54 | 36:54 | 13:59 | 10:21 |
 | Null Talisman | 1 | 1.19% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:11 | 13:11 | 13:11 | 13:11 | 13:11 | 13:11 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 1.19% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:10 | 44:10 | 44:10 | 44:10 | 44:10 | 44:10 | 00:00 | 00:00 |
 | Nullifier | 1 | 1.19% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:20 | 56:20 | 56:20 | 56:20 | 56:20 | 56:20 | 00:00 | 00:00 |