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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 | 35 | 10.14% | 100.0 | 82.86% | +35.44% | +6.03% | -16.19% | -1.90% | 44:44 | 27:21 | 38:02 | 42:56 | 49:43 | 60:37 | 11:41 | 08:39 |
 | Boots of Travel | 62 | 17.97% | 98.7 | 70.97% | +24.33% | +10.28% | -4.30% | -1.09% | 37:10 | 23:19 | 30:25 | 38:23 | 43:44 | 52:12 | 13:19 | 09:51 |
 | Boots of Travel 2 | 21 | 6.09% | 97.4 | 80.95% | +31.88% | +19.05% | -20.95% | -2.58% | 48:45 | 34:42 | 40:25 | 45:33 | 55:56 | 1:23:36 | 15:31 | 11:29 |
 | Scythe of Vyse | 109 | 31.59% | 96.1 | 64.22% | +19.30% | +9.85% | -1.26% | -1.29% | 37:24 | 21:11 | 32:28 | 37:14 | 41:04 | 56:55 | 08:36 | 06:22 |
 | Blink Dagger | 161 | 46.67% | 94.8 | 59.63% | +16.15% | +2.87% | -7.13% | -0.89% | 30:50 | 15:32 | 24:42 | 30:32 | 35:55 | 1:04:28 | 11:13 | 08:18 |
 | Kaya and Sange | 275 | 79.71% | 93.5 | 54.91% | +19.20% | +11.76% | +0.16% | -1.88% | 19:43 | 12:42 | 15:59 | 17:53 | 22:10 | 38:53 | 06:11 | 04:34 |
 | Kaya | 298 | 86.38% | 92.2 | 54.03% | +22.12% | +8.64% | -6.73% | -2.95% | 16:29 | 09:11 | 12:40 | 14:41 | 17:53 | 55:13 | 05:13 | 03:51 |
 | Aghanim's Scepter | 147 | 42.61% | 90.9 | 56.46% | +9.49% | +13.81% | -2.41% | -1.71% | 27:16 | 15:52 | 22:05 | 25:52 | 31:34 | 50:24 | 09:29 | 07:01 |
 | Void Stone | 252 | 73.04% | 89.6 | 53.97% | +10.96% | -6.35% | -1.59% | 0.32% | 22:41 | 04:57 | 14:23 | 20:27 | 29:27 | 57:22 | 15:04 | 11:09 |
 | Sange | 302 | 87.54% | 88.3 | 53.31% | +18.43% | +15.11% | +0.02% | -2.88% | 18:49 | 10:12 | 15:28 | 17:24 | 20:42 | 39:52 | 05:14 | 03:52 |
 | Octarine Core | 96 | 27.83% | 87.0 | 58.33% | +10.14% | +12.50% | -4.16% | -0.94% | 26:24 | 12:34 | 15:37 | 25:49 | 33:16 | 59:46 | 17:39 | 13:04 |
 | Magic Stick | 303 | 87.83% | 85.7 | 52.15% | +9.29% | -7.41% | +5.74% | 2.19% | 03:43 | -01:30 | -01:28 | 02:37 | 07:28 | 18:01 | 08:56 | 06:37 |
 | Ring of Health | 273 | 79.13% | 84.4 | 52.38% | +6.55% | +0.56% | -0.91% | -0.22% | 07:38 | 00:40 | 02:49 | 03:48 | 09:22 | 1:20:47 | 06:33 | 04:51 |
 | Ring of Protection | 307 | 88.99% | 83.1 | 51.79% | +7.05% | +1.46% | -11.53% | -3.39% | 06:57 | -01:30 | 05:36 | 07:43 | 09:26 | 46:42 | 03:50 | 02:50 |
 | Quelling Blade | 127 | 36.81% | 81.8 | 55.12% | +6.50% | -5.12% | +23.01% | 0.00% | -01:26 | -01:30 | -01:29 | -01:29 | -01:29 | 00:47 | 00:00 | 00:00 |
 | Soul Ring | 305 | 88.41% | 80.5 | 51.48% | +3.98% | +5.10% | -13.32% | -6.46% | 09:09 | 02:10 | 07:34 | 08:49 | 10:25 | 46:42 | 02:51 | 02:06 |
 | Boots of Speed | 345 | 100.00% | 79.2 | 51.01% | +51.01% | +4.80% | -3.34% | -2.45% | 05:11 | -01:29 | 03:33 | 04:44 | 06:52 | 14:15 | 03:19 | 02:27 |
 | Arcane Boots | 345 | 100.00% | 77.9 | 51.01% | +51.01% | +4.80% | -6.82% | -4.20% | 07:41 | 03:40 | 06:11 | 07:22 | 08:57 | 16:29 | 02:46 | 02:02 |
 | Magic Wand | 334 | 96.81% | 76.6 | 50.90% | -3.65% | -3.28% | +2.11% | 0.87% | 06:45 | -01:30 | 03:51 | 07:28 | 10:04 | 17:26 | 06:13 | 04:36 |
 | Heart of Tarrasque | 25 | 7.25% | 75.3 | 68.00% | +18.31% | +15.33% | -1.33% | -1.68% | 33:56 | 19:57 | 28:22 | 34:56 | 38:16 | 49:25 | 09:54 | 07:20 |
 | Bloodstone | 18 | 5.22% | 74.0 | 72.22% | +22.37% | +7.78% | -22.22% | 0.00% | 32:35 | 23:39 | 28:27 | 33:17 | 35:59 | 40:49 | 07:32 | 05:34 |
 | Vanguard | 157 | 45.51% | 72.7 | 52.23% | +2.23% | +4.18% | +6.74% | 0.78% | 07:24 | 03:44 | 05:36 | 06:38 | 08:53 | 23:23 | 03:17 | 02:25 |
 | Aghanim's Shard | 61 | 17.68% | 71.4 | 57.38% | +7.73% | +2.62% | -4.05% | -0.56% | 30:43 | 15:29 | 24:08 | 30:21 | 35:59 | 54:32 | 11:51 | 08:46 |
 | Pipe of Insight | 28 | 8.12% | 70.1 | 64.29% | +14.45% | +7.14% | +7.14% | 0.00% | 19:58 | 13:33 | 14:56 | 18:01 | 21:35 | 38:23 | 06:39 | 04:55 |
 | Refresher Orb | 8 | 2.32% | 68.8 | 87.50% | +37.35% | +12.50% | +12.50% | 0.00% | 44:06 | 26:47 | 28:20 | 35:47 | 52:13 | 1:21:58 | 23:53 | 17:41 |
 | Shiva's Guard | 59 | 17.10% | 67.5 | 55.93% | +5.93% | +24.07% | -9.26% | -4.60% | 33:57 | 24:37 | 29:50 | 32:52 | 37:05 | 55:23 | 07:15 | 05:22 |
 | Bracer | 100 | 28.99% | 66.2 | 52.00% | +1.39% | -8.00% | -12.00% | -3.00% | 02:42 | -01:29 | 01:53 | 02:18 | 03:13 | 09:56 | 01:20 | 00:59 |
 | Aeon Disk | 5 | 1.45% | 64.9 | 100.00% | +49.71% | 0.00% | 0.00% | 0.00% | 44:53 | 32:39 | 32:39 | 44:26 | 45:46 | 57:52 | 13:07 | 09:42 |
 | Black King Bar | 116 | 33.62% | 63.6 | 49.14% | -2.83% | +9.48% | +2.58% | -0.73% | 29:46 | 16:40 | 23:12 | 27:43 | 32:43 | 1:05:00 | 09:31 | 07:02 |
 | Linken's Sphere | 16 | 4.64% | 62.3 | 68.75% | +18.60% | -18.75% | -18.75% | 0.00% | 36:14 | 21:57 | 30:03 | 33:01 | 41:29 | 53:37 | 11:26 | 08:28 |
 | Lotus Orb | 119 | 34.49% | 61.0 | 47.06% | -6.04% | -7.06% | -3.73% | 0.47% | 22:08 | 11:08 | 17:26 | 21:16 | 24:35 | 43:50 | 07:09 | 05:17 |
 | Ghost Scepter | 19 | 5.51% | 59.7 | 63.16% | +12.85% | +16.84% | -3.16% | -2.07% | 32:31 | 18:59 | 24:31 | 30:25 | 34:11 | 1:09:21 | 09:40 | 07:09 |
 | Bottle | 84 | 24.35% | 58.4 | 47.62% | -4.49% | -14.29% | -9.52% | 4.77% | 01:46 | 00:49 | 01:19 | 01:32 | 01:47 | 17:33 | 00:28 | 00:20 |
 | Eul's Scepter of Divinity | 30 | 8.70% | 57.1 | 56.67% | +6.19% | +5.83% | +0.47% | -0.83% | 20:46 | 13:17 | 15:33 | 18:30 | 22:01 | 59:24 | 06:28 | 04:47 |
 | Headdress | 46 | 13.33% | 55.8 | 52.17% | +1.33% | -10.50% | +11.47% | 4.39% | 16:21 | 09:37 | 12:38 | 14:17 | 17:38 | 41:33 | 05:00 | 03:42 |
 | Hood of Defiance | 39 | 11.30% | 54.5 | 51.28% | +0.30% | +8.72% | -1.28% | -4.38% | 11:00 | 04:52 | 09:30 | 10:49 | 11:47 | 21:32 | 02:17 | 01:41 |
 | Wind Lace | 37 | 10.72% | 53.2 | 51.35% | +0.38% | -6.91% | +26.43% | 4.96% | 16:19 | 01:22 | 11:55 | 14:43 | 18:38 | 59:11 | 06:43 | 04:58 |
 | Eternal Shroud | 8 | 2.32% | 51.9 | 75.00% | +24.55% | -25.00% | +25.00% | 0.00% | 23:19 | 13:06 | 18:53 | 22:34 | 27:57 | 30:13 | 09:04 | 06:42 |
 | Cornucopia | 11 | 3.19% | 50.6 | 63.64% | +13.04% | +3.03% | -30.31% | 0.00% | 37:40 | 24:26 | 30:03 | 31:54 | 48:14 | 55:03 | 18:11 | 13:28 |
 | Heaven's Halberd | 39 | 11.30% | 49.4 | 41.03% | -11.26% | +38.97% | -21.03% | -9.76% | 24:39 | 16:04 | 20:38 | 23:21 | 26:47 | 42:18 | 06:09 | 04:33 |
 | Aghanim's Blessing | 10 | 2.90% | 48.1 | 60.00% | +9.25% | -26.67% | -10.00% | 0.00% | 54:26 | 44:10 | 47:56 | 51:49 | 1:01:58 | 1:06:16 | 14:02 | 10:23 |
 | Ethereal Blade | 13 | 3.77% | 46.8 | 53.85% | +2.95% | +46.15% | -20.52% | 0.00% | 31:12 | 21:51 | 25:41 | 30:35 | 34:18 | 47:10 | 08:37 | 06:22 |
 | Helm of Iron Will | 13 | 3.77% | 45.5 | 53.85% | +2.95% | -20.52% | +12.82% | 0.00% | 22:41 | 09:49 | 16:58 | 20:28 | 24:19 | 56:06 | 07:21 | 05:26 |
 | Aether Lens | 8 | 2.32% | 44.2 | 62.50% | +11.76% | +37.50% | -62.50% | 0.00% | 44:17 | 26:41 | 35:44 | 42:23 | 52:11 | 58:40 | 16:27 | 12:11 |
 | Crimson Guard | 11 | 3.19% | 42.9 | 54.55% | +3.65% | -21.22% | +12.12% | 0.00% | 20:36 | 11:14 | 17:19 | 20:40 | 22:47 | 27:34 | 05:28 | 04:02 |
 | Chainmail | 24 | 6.96% | 41.6 | 41.67% | -10.04% | -8.34% | +8.33% | 7.81% | 13:47 | 09:37 | 12:14 | 13:49 | 14:22 | 18:29 | 02:08 | 01:34 |
 | Yasha | 6 | 1.74% | 40.3 | 66.67% | +15.93% | -16.67% | -66.67% | 0.00% | 30:34 | 19:16 | 25:36 | 27:44 | 35:36 | 45:54 | 10:00 | 07:24 |
 | Buckler | 19 | 5.51% | 39.0 | 42.11% | -9.42% | +17.89% | -2.11% | -7.59% | 16:24 | 13:00 | 14:28 | 16:24 | 17:06 | 21:06 | 02:38 | 01:57 |
 | Guardian Greaves | 19 | 5.51% | 37.7 | 42.11% | -9.42% | +17.89% | -2.11% | -5.85% | 18:36 | 14:03 | 16:54 | 19:03 | 20:19 | 22:27 | 03:25 | 02:31 |
 | Mekansm | 19 | 5.51% | 36.4 | 42.11% | -9.42% | -2.11% | -22.11% | -7.32% | 14:09 | 10:02 | 12:36 | 14:17 | 15:20 | 17:31 | 02:44 | 02:01 |
 | Manta Style | 4 | 1.16% | 35.1 | 75.00% | +24.27% | +25.00% | +25.00% | 0.00% | 27:54 | 22:05 | 22:05 | 26:05 | 31:15 | 32:09 | 09:10 | 06:47 |
 | Power Treads | 1 | 0.29% | 33.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:55 | 11:55 | 11:55 | 11:55 | 11:55 | 11:55 | 00:00 | 00:00 |
 | Skull Basher | 1 | 0.29% | 32.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:16 | 36:16 | 36:16 | 36:16 | 36:16 | 36:16 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 0.29% | 31.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:46 | 26:46 | 26:46 | 26:46 | 26:46 | 26:46 | 00:00 | 00:00 |
 | Desolator | 1 | 0.29% | 29.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:32 | 50:32 | 50:32 | 50:32 | 50:32 | 50:32 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 0.29% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:41 | 15:41 | 15:41 | 15:41 | 15:41 | 15:41 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 0.29% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:30 | 02:30 | 02:30 | 02:30 | 02:30 | 02:30 | 00:00 | 00:00 |
 | Blade Mail | 5 | 1.45% | 26.0 | 40.00% | -11.18% | +60.00% | -40.00% | 0.00% | 17:48 | 12:51 | 12:51 | 18:30 | 20:32 | 21:15 | 07:41 | 05:41 |
 | Yasha and Kaya | 2 | 0.58% | 24.7 | 50.00% | -1.02% | +50.00% | 0.00% | 0.00% | 41:08 | 35:59 | 35:59 | 46:16 | 46:16 | 46:16 | 10:17 | 07:37 |
 | Dagon (level 4) | 3 | 0.87% | 23.4 | 33.33% | -17.84% | -33.33% | 0.00% | 0.00% | 36:10 | 25:24 | 25:24 | 41:17 | 41:50 | 41:50 | 16:26 | 12:10 |
 | Wind Waker | 3 | 0.87% | 22.1 | 33.33% | -17.84% | +66.67% | 0.00% | 0.00% | 50:26 | 36:31 | 36:31 | 55:23 | 59:24 | 59:24 | 22:53 | 16:57 |
 | Crown | 4 | 1.16% | 20.8 | 25.00% | -26.32% | +75.00% | -25.00% | 0.00% | 05:30 | 04:34 | 04:34 | 05:07 | 05:44 | 06:33 | 01:10 | 00:51 |
 | Diadem | 4 | 1.16% | 19.5 | 25.00% | -26.32% | -25.00% | +75.00% | 0.00% | 27:04 | 19:02 | 19:02 | 22:55 | 29:24 | 36:54 | 10:22 | 07:40 |
 | Dagon | 4 | 1.16% | 18.2 | 25.00% | -26.32% | -25.00% | +75.00% | 0.00% | 27:47 | 20:51 | 20:51 | 23:01 | 29:24 | 37:53 | 08:33 | 06:20 |
 | Dagon (level 3) | 4 | 1.16% | 16.9 | 25.00% | -26.32% | -25.00% | -25.00% | 0.00% | 39:02 | 23:26 | 23:26 | 34:11 | 40:02 | 58:27 | 16:36 | 12:17 |
 | Dagon (level 5) | 4 | 1.16% | 15.6 | 25.00% | -26.32% | -25.00% | -25.00% | 0.00% | 43:08 | 28:12 | 28:12 | 41:19 | 41:50 | 1:01:10 | 13:38 | 10:05 |
 | Dagon (level 2) | 4 | 1.16% | 14.3 | 25.00% | -26.32% | -25.00% | -25.00% | 0.00% | 36:10 | 22:18 | 22:18 | 25:52 | 38:55 | 57:35 | 16:37 | 12:18 |
 | Hand of Midas | 1 | 0.29% | 13.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:08 | 14:08 | 14:08 | 14:08 | 14:08 | 14:08 | 00:00 | 00:00 |
 | Null Talisman | 1 | 0.29% | 11.7 | 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 |
 | Nullifier | 1 | 0.29% | 10.4 | 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 |
 | Vladmir's Offering | 1 | 0.29% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:10 | 48:10 | 48:10 | 48:10 | 48:10 | 48:10 | 00:00 | 00:00 |
 | Phase Boots | 1 | 0.29% | 7.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:30 | 29:30 | 29:30 | 29:30 | 29:30 | 29:30 | 00:00 | 00:00 |
 | Fluffy Hat | 2 | 0.58% | 6.5 | 0.00% | -51.31% | 0.00% | 0.00% | 0.00% | 42:28 | 33:04 | 33:04 | 51:52 | 51:52 | 51:52 | 18:48 | 13:55 |
 | Morbid Mask | 1 | 0.29% | 5.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:27 | 47:27 | 47:27 | 47:27 | 47:27 | 47:27 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 0.29% | 5.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:27 | 47:27 | 47:27 | 47:27 | 47:27 | 47:27 | 00:00 | 00:00 |
 | Force Staff | 2 | 0.58% | 2.6 | 0.00% | -51.31% | 0.00% | 0.00% | 0.00% | 42:28 | 33:04 | 33:04 | 51:52 | 51:52 | 51:52 | 18:48 | 13:55 |
 | Meteor Hammer | 3 | 0.87% | 1.3 | 0.00% | -51.46% | 0.00% | 0.00% | 0.00% | 07:47 | 07:13 | 07:13 | 07:50 | 08:19 | 08:19 | 01:06 | 00:48 |