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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 | 53 | 13.42% | 100.0 | 81.13% | +30.55% | +11.18% | -4.21% | -0.81% | 48:05 | 27:44 | 38:03 | 46:29 | 57:06 | 1:12:38 | 19:03 | 14:06 |
 | Shiva's Guard | 124 | 31.39% | 98.3 | 73.39% | +27.26% | +10.48% | -8.87% | -2.80% | 33:55 | 20:53 | 29:32 | 33:09 | 36:26 | 60:50 | 06:54 | 05:06 |
 | Boots of Travel | 195 | 49.37% | 96.6 | 68.72% | +27.72% | +12.91% | -7.50% | -1.91% | 34:19 | 16:55 | 28:36 | 34:19 | 39:18 | 1:01:32 | 10:42 | 07:55 |
 | Sange | 183 | 46.33% | 94.8 | 68.85% | +26.40% | +2.89% | -7.98% | -1.28% | 25:51 | 15:45 | 21:00 | 24:55 | 29:30 | 46:13 | 08:30 | 06:17 |
 | Kaya and Sange | 182 | 46.08% | 93.1 | 68.68% | +25.96% | +7.41% | -13.12% | -2.32% | 26:37 | 16:22 | 21:40 | 25:44 | 30:32 | 46:13 | 08:52 | 06:34 |
 | Overwhelming Blink | 47 | 11.90% | 91.4 | 76.60% | +24.88% | +23.40% | -18.27% | -3.91% | 44:35 | 32:04 | 37:06 | 44:12 | 47:46 | 1:08:55 | 10:40 | 07:54 |
 | Scythe of Vyse | 119 | 30.13% | 89.7 | 67.23% | +17.95% | +19.44% | -10.56% | -3.91% | 37:42 | 26:18 | 33:12 | 36:28 | 40:52 | 1:03:42 | 07:40 | 05:40 |
 | Blink Dagger | 227 | 57.47% | 87.9 | 63.44% | +20.58% | +10.24% | -9.05% | -1.95% | 27:50 | 10:42 | 22:09 | 27:10 | 32:02 | 1:03:31 | 09:53 | 07:19 |
 | Kaya | 233 | 58.99% | 86.2 | 62.66% | +19.45% | +8.03% | -5.76% | -1.57% | 22:48 | 13:08 | 17:52 | 21:19 | 26:38 | 46:13 | 08:46 | 06:29 |
 | Void Stone | 170 | 43.04% | 84.5 | 60.59% | +10.37% | -4.78% | -8.21% | -0.19% | 30:34 | 07:15 | 20:25 | 33:13 | 38:24 | 57:24 | 17:59 | 13:19 |
 | Bloodstone | 377 | 95.44% | 82.8 | 55.97% | +28.19% | +17.43% | -16.61% | -15.71% | 14:42 | 10:48 | 13:17 | 14:21 | 15:27 | 37:10 | 02:10 | 01:36 |
 | Magic Wand | 368 | 93.16% | 81.0 | 55.16% | +7.01% | -0.81% | -4.07% | -0.80% | 07:35 | -01:30 | 04:27 | 06:51 | 08:31 | 25:27 | 04:04 | 03:00 |
 | Arcane Boots | 395 | 100.00% | 79.3 | 54.68% | +54.68% | +6.94% | -12.26% | -14.77% | 06:16 | 03:21 | 05:33 | 06:11 | 06:51 | 11:55 | 01:18 | 00:57 |
 | Boots of Speed | 395 | 100.00% | 77.6 | 54.68% | +54.68% | +4.92% | -8.22% | -13.14% | 03:13 | -01:29 | 02:48 | 03:19 | 03:48 | 07:34 | 01:00 | 00:44 |
 | Magic Stick | 370 | 93.67% | 75.9 | 54.86% | +2.86% | +10.73% | -0.51% | -5.23% | 03:26 | -01:29 | 02:00 | 02:16 | 04:09 | 18:44 | 02:09 | 01:35 |
 | Black King Bar | 264 | 66.84% | 74.1 | 55.30% | +1.86% | +14.40% | -6.82% | -3.81% | 25:10 | 17:46 | 21:37 | 23:53 | 27:11 | 48:08 | 05:34 | 04:07 |
 | Bottle | 362 | 91.65% | 72.4 | 54.14% | -6.47% | +6.30% | -1.92% | -8.22% | 01:34 | 00:01 | 01:10 | 01:18 | 01:32 | 16:25 | 00:22 | 00:16 |
 | Ring of Health | 47 | 11.90% | 70.7 | 61.70% | +7.96% | -3.37% | -11.70% | -0.33% | 34:03 | 09:42 | 20:44 | 32:51 | 46:04 | 1:06:59 | 25:20 | 18:45 |
 | Aghanim's Blessing | 13 | 3.29% | 69.0 | 76.92% | +22.99% | -10.25% | -10.25% | 0.00% | 49:17 | 36:53 | 42:26 | 50:14 | 52:20 | 58:47 | 09:54 | 07:20 |
 | Ghost Scepter | 36 | 9.11% | 67.2 | 61.11% | +7.07% | +16.67% | -5.55% | -1.61% | 29:53 | 15:03 | 22:47 | 28:40 | 36:33 | 50:56 | 13:46 | 10:11 |
 | Wind Lace | 190 | 48.10% | 65.5 | 48.95% | -11.05% | +5.22% | -19.16% | -3.00% | 10:35 | 02:40 | 06:46 | 08:06 | 14:54 | 40:31 | 08:08 | 06:01 |
 | Refresher Orb | 17 | 4.30% | 63.8 | 70.59% | +16.62% | +29.41% | -20.59% | -5.12% | 50:54 | 34:21 | 44:20 | 52:38 | 54:06 | 1:07:00 | 09:46 | 07:14 |
 | Aghanim's Scepter | 32 | 8.10% | 62.1 | 56.25% | +1.70% | +6.25% | +18.75% | 1.03% | 38:09 | 24:34 | 31:55 | 34:26 | 44:03 | 58:47 | 12:08 | 08:59 |
 | Aghanim's Shard | 101 | 25.57% | 60.3 | 46.53% | -10.95% | -14.53% | +1.47% | 1.16% | 38:39 | 16:23 | 31:52 | 38:01 | 45:39 | 57:36 | 13:47 | 10:12 |
 | Linken's Sphere | 9 | 2.28% | 58.6 | 77.78% | +23.63% | +22.22% | -27.78% | 0.00% | 38:28 | 27:55 | 32:52 | 38:42 | 40:33 | 51:34 | 07:41 | 05:41 |
 | Eul's Scepter of Divinity | 49 | 12.41% | 56.9 | 46.94% | -8.84% | +11.39% | -30.27% | -4.40% | 19:42 | 09:36 | 11:55 | 18:35 | 21:23 | 1:17:25 | 09:28 | 07:00 |
 | Null Talisman | 22 | 5.57% | 55.2 | 54.55% | -0.14% | +12.12% | +5.45% | -1.76% | 03:45 | 01:23 | 01:55 | 02:39 | 05:43 | 09:31 | 03:48 | 02:48 |
 | Quelling Blade | 23 | 5.82% | 53.4 | 52.17% | -2.67% | +14.50% | -18.84% | -3.43% | 09:10 | -01:29 | -01:29 | 06:10 | 11:12 | 29:27 | 12:41 | 09:23 |
 | Lotus Orb | 16 | 4.05% | 51.7 | 56.25% | +1.63% | +18.75% | +18.75% | 0.00% | 26:31 | 13:39 | 19:48 | 23:07 | 29:00 | 48:23 | 09:12 | 06:48 |
 | Heaven's Halberd | 3 | 0.76% | 50.0 | 100.00% | +45.66% | 0.00% | 0.00% | 0.00% | 33:37 | 28:46 | 28:46 | 31:21 | 40:44 | 40:44 | 11:58 | 08:51 |
 | Moon Shard | 5 | 1.27% | 48.3 | 80.00% | +25.64% | +20.00% | +20.00% | 0.00% | 60:23 | 50:15 | 50:15 | 57:50 | 1:03:41 | 1:15:24 | 13:26 | 09:57 |
 | Ethereal Blade | 15 | 3.80% | 46.6 | 46.67% | -8.33% | +3.33% | +28.33% | 1.20% | 36:27 | 21:05 | 24:59 | 39:04 | 45:46 | 51:19 | 20:47 | 15:23 |
 | Mekansm | 9 | 2.28% | 44.8 | 55.56% | +0.90% | +44.44% | -55.56% | 0.00% | 11:39 | 09:53 | 10:15 | 11:10 | 11:46 | 16:03 | 01:31 | 01:07 |
 | Headdress | 9 | 2.28% | 43.1 | 55.56% | +0.90% | +44.44% | -55.56% | 0.00% | 08:46 | 05:55 | 07:04 | 07:34 | 09:43 | 14:21 | 02:39 | 01:57 |
 | Chainmail | 9 | 2.28% | 41.4 | 55.56% | +0.90% | +44.44% | -55.56% | 0.00% | 10:06 | 07:54 | 08:46 | 10:24 | 10:34 | 12:47 | 01:48 | 01:20 |
 | Buckler | 9 | 2.28% | 39.7 | 55.56% | +0.90% | +44.44% | -55.56% | 0.00% | 14:02 | 10:50 | 11:11 | 12:21 | 13:24 | 26:54 | 02:13 | 01:38 |
 | Guardian Greaves | 9 | 2.28% | 37.9 | 55.56% | +0.90% | +44.44% | -55.56% | 0.00% | 16:30 | 12:54 | 13:50 | 15:37 | 16:20 | 28:20 | 02:30 | 01:51 |
 | Cornucopia | 4 | 1.01% | 36.2 | 75.00% | +20.52% | +25.00% | +25.00% | 0.00% | 46:04 | 36:43 | 36:43 | 40:33 | 52:55 | 54:06 | 16:12 | 12:00 |
 | Aeon Disk | 4 | 1.01% | 34.5 | 75.00% | +20.52% | +25.00% | +25.00% | 0.00% | 57:32 | 39:52 | 39:52 | 41:43 | 1:05:52 | 1:22:42 | 26:00 | 19:15 |
 | Ring of Protection | 10 | 2.53% | 32.8 | 50.00% | -4.81% | +16.67% | -50.00% | 0.00% | 12:43 | 02:46 | 11:10 | 12:05 | 13:24 | 25:08 | 02:14 | 01:39 |
 | Arcane Blink | 2 | 0.51% | 31.0 | 100.00% | +45.55% | 0.00% | 0.00% | 0.00% | 43:33 | 32:24 | 32:24 | 54:42 | 54:42 | 54:42 | 22:18 | 16:31 |
 | Heart of Tarrasque | 2 | 0.51% | 29.3 | 100.00% | +45.55% | 0.00% | 0.00% | 0.00% | 36:23 | 35:39 | 35:39 | 37:07 | 37:07 | 37:07 | 01:28 | 01:05 |
 | Octarine Core | 5 | 1.27% | 27.6 | 60.00% | +5.38% | +40.00% | +40.00% | 0.00% | 53:32 | 42:59 | 42:59 | 48:52 | 1:04:06 | 1:07:46 | 21:07 | 15:38 |
 | Wind Waker | 6 | 1.52% | 25.9 | 50.00% | -4.76% | +50.00% | -50.00% | 0.00% | 48:21 | 34:49 | 41:35 | 43:08 | 48:00 | 1:17:25 | 06:25 | 04:45 |
 | Fluffy Hat | 7 | 1.77% | 24.1 | 42.86% | -12.04% | +7.14% | +7.14% | 0.00% | 13:01 | 06:21 | 06:33 | 09:41 | 11:58 | 24:58 | 05:25 | 04:00 |
 | Hood of Defiance | 7 | 1.77% | 22.4 | 42.86% | -12.04% | +7.14% | -42.86% | 0.00% | 17:41 | 09:53 | 16:52 | 17:35 | 18:29 | 24:15 | 01:37 | 01:11 |
 | Pipe of Insight | 4 | 1.01% | 20.7 | 50.00% | -4.73% | +50.00% | -50.00% | 0.00% | 23:22 | 19:58 | 19:58 | 21:28 | 25:42 | 26:18 | 05:44 | 04:14 |
 | Aether Lens | 4 | 1.01% | 19.0 | 50.00% | -4.73% | -50.00% | +50.00% | 0.00% | 47:30 | 15:13 | 15:13 | 42:54 | 1:04:06 | 1:07:45 | 48:53 | 36:12 |
 | Blight Stone | 1 | 0.25% | 17.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:50 | 55:50 | 55:50 | 55:50 | 55:50 | 55:50 | 00:00 | 00:00 |
 | Dagon (level 5) | 1 | 0.25% | 15.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:28 | 55:28 | 55:28 | 55:28 | 55:28 | 55:28 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 0.25% | 13.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:51 | 18:51 | 18:51 | 18:51 | 18:51 | 18:51 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 0.25% | 12.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:48 | 06:48 | 06:48 | 06:48 | 06:48 | 06:48 | 00:00 | 00:00 |
 | Desolator | 1 | 0.25% | 10.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:50 | 55:50 | 55:50 | 55:50 | 55:50 | 55:50 | 00:00 | 00:00 |
 | Force Staff | 2 | 0.51% | 8.6 | 50.00% | -4.71% | -50.00% | 0.00% | 0.00% | 24:59 | 23:28 | 23:28 | 26:29 | 26:29 | 26:29 | 03:01 | 02:14 |
 | Wraith Band | 3 | 0.76% | 6.9 | 33.33% | -21.52% | -33.33% | 0.00% | 0.00% | 13:13 | 05:57 | 05:57 | 07:25 | 26:16 | 26:16 | 20:19 | 15:02 |
 | Urn of Shadows | 1 | 0.25% | 5.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:41 | 03:41 | 03:41 | 03:41 | 03:41 | 03:41 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.25% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:47 | 56:47 | 56:47 | 56:47 | 56:47 | 56:47 | 00:00 | 00:00 |
 | Eternal Shroud | 2 | 0.51% | 1.7 | 0.00% | -54.96% | 0.00% | 0.00% | 0.00% | 19:43 | 15:38 | 15:38 | 23:47 | 23:47 | 23:47 | 08:09 | 06:02 |