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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 | |
 | Gleipnir | 39 | 18.31% | 100.0 | 76.92% | +37.84% | +3.08% | -6.92% | -1.20% | 40:24 | 22:54 | 36:49 | 40:22 | 45:10 | 55:09 | 08:21 | 06:11 |
 | Crown | 34 | 15.96% | 98.4 | 76.47% | +36.25% | +1.31% | -13.97% | -1.77% | 40:00 | 20:37 | 36:42 | 39:34 | 45:20 | 54:47 | 08:38 | 06:23 |
 | Rod of Atos | 33 | 15.49% | 96.8 | 75.76% | +35.20% | -0.76% | -13.26% | -1.45% | 40:10 | 21:16 | 36:42 | 39:42 | 45:20 | 54:47 | 08:38 | 06:23 |
 | Cornucopia | 55 | 25.82% | 95.2 | 61.82% | +21.31% | +2.47% | +2.47% | 0.00% | 31:07 | 13:34 | 24:42 | 29:32 | 37:08 | 57:01 | 12:26 | 09:12 |
 | Aghanim's Scepter | 98 | 46.01% | 93.7 | 56.12% | +18.73% | +7.88% | -6.12% | -2.41% | 32:25 | 19:18 | 29:03 | 32:39 | 34:51 | 60:10 | 05:48 | 04:17 |
 | Sange | 112 | 52.58% | 92.1 | 54.46% | +17.83% | +2.68% | -15.17% | -1.92% | 25:46 | 16:12 | 20:23 | 24:12 | 29:41 | 49:28 | 09:18 | 06:53 |
 | Kaya | 113 | 53.05% | 90.5 | 53.98% | +16.98% | +3.16% | -7.55% | -1.39% | 24:52 | 14:27 | 19:41 | 24:09 | 27:23 | 49:52 | 07:42 | 05:42 |
 | Kaya and Sange | 108 | 50.70% | 88.9 | 53.70% | +15.60% | +12.97% | -12.96% | -2.77% | 27:17 | 17:44 | 21:55 | 25:46 | 31:17 | 49:28 | 09:22 | 06:56 |
 | Linken's Sphere | 45 | 21.13% | 87.3 | 57.78% | +14.92% | +5.86% | -12.33% | -2.69% | 30:09 | 21:48 | 25:42 | 29:55 | 32:28 | 44:46 | 06:46 | 05:00 |
 | Aghanim's Shard | 138 | 64.79% | 85.7 | 49.28% | +9.28% | +5.01% | -13.99% | -2.46% | 30:08 | 16:44 | 25:44 | 30:08 | 33:28 | 46:39 | 07:44 | 05:43 |
 | Orb of Corrosion | 176 | 82.63% | 84.1 | 47.73% | +9.89% | +13.63% | -18.18% | -12.23% | 07:04 | 03:57 | 05:06 | 05:59 | 07:42 | 28:34 | 02:36 | 01:55 |
 | Fluffy Hat | 177 | 83.10% | 82.5 | 47.46% | +8.57% | +11.63% | -15.64% | -10.04% | 06:29 | 02:22 | 04:34 | 05:29 | 07:17 | 28:19 | 02:43 | 02:00 |
 | Magic Wand | 206 | 96.71% | 81.0 | 46.60% | +18.03% | -2.37% | -11.31% | -2.39% | 06:12 | -01:29 | 04:11 | 05:53 | 07:55 | 18:21 | 03:44 | 02:45 |
 | Orb of Venom | 178 | 83.57% | 79.4 | 47.19% | +7.19% | +3.92% | -17.64% | -7.11% | 06:11 | 01:20 | 04:12 | 05:12 | 07:14 | 28:19 | 03:02 | 02:14 |
 | Quelling Blade | 209 | 98.12% | 77.8 | 46.41% | +21.41% | -0.26% | +1.67% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:23 | 00:00 | 00:00 |
 | Magic Stick | 212 | 99.53% | 76.2 | 46.23% | +46.23% | +6.60% | -14.15% | -8.19% | 03:51 | -01:29 | 02:17 | 03:08 | 04:49 | 17:35 | 02:32 | 01:52 |
 | Bottle | 210 | 98.59% | 74.6 | 46.19% | +12.86% | +4.75% | -17.34% | -22.09% | 01:49 | 00:15 | 01:19 | 01:32 | 01:45 | 07:40 | 00:26 | 00:19 |
 | Javelin | 201 | 94.37% | 73.0 | 46.27% | +4.60% | +13.73% | -8.27% | -7.86% | 12:31 | 06:25 | 10:49 | 11:57 | 13:37 | 53:51 | 02:48 | 02:04 |
 | Boots of Speed | 213 | 100.00% | 71.4 | 46.01% | +46.01% | -2.61% | +1.16% | 1.59% | 05:14 | 00:51 | 04:06 | 05:14 | 06:28 | 08:16 | 02:22 | 01:45 |
 | Blight Stone | 204 | 95.77% | 69.8 | 46.08% | +1.64% | +6.86% | -12.75% | -14.01% | 03:27 | -00:16 | 02:18 | 02:45 | 03:42 | 10:28 | 01:24 | 01:02 |
 | Maelstrom | 200 | 93.90% | 68.3 | 46.00% | -0.15% | +18.00% | -8.00% | -11.82% | 15:35 | 09:53 | 14:09 | 15:11 | 16:21 | 53:51 | 02:12 | 01:37 |
 | Phase Boots | 185 | 86.85% | 66.7 | 45.95% | -0.48% | -2.47% | -8.99% | -3.18% | 09:06 | 05:00 | 07:57 | 08:57 | 10:00 | 17:58 | 02:03 | 01:31 |
 | Chainmail | 188 | 88.26% | 65.1 | 45.21% | -6.79% | +1.60% | -4.78% | -3.01% | 08:28 | 03:10 | 07:16 | 08:24 | 09:23 | 17:31 | 02:07 | 01:34 |
 | Refresher Orb | 15 | 7.04% | 63.5 | 66.67% | +22.23% | +33.33% | -16.67% | -6.98% | 45:35 | 37:25 | 40:07 | 45:38 | 47:17 | 57:01 | 07:10 | 05:18 |
 | Black King Bar | 131 | 61.50% | 61.9 | 45.04% | -2.52% | +6.48% | -2.62% | -1.71% | 25:46 | 17:33 | 21:36 | 23:21 | 26:56 | 1:07:04 | 05:20 | 03:57 |
 | Aghanim's Blessing | 4 | 1.88% | 60.3 | 100.00% | +55.02% | 0.00% | 0.00% | 0.00% | 55:19 | 48:15 | 48:15 | 56:30 | 56:47 | 59:44 | 08:32 | 06:19 |
 | Boots of Travel | 16 | 7.51% | 58.7 | 62.50% | +17.83% | +12.50% | -12.50% | -1.84% | 31:42 | 14:40 | 24:47 | 31:25 | 38:22 | 46:47 | 13:35 | 10:03 |
 | Shiva's Guard | 41 | 19.25% | 57.1 | 48.78% | +3.43% | +11.22% | -8.78% | -2.08% | 35:01 | 26:04 | 29:29 | 34:59 | 39:07 | 50:35 | 09:38 | 07:08 |
 | Void Stone | 24 | 11.27% | 55.6 | 50.00% | +4.50% | 0.00% | 0.00% | 0.00% | 29:04 | 13:29 | 17:38 | 19:57 | 40:26 | 1:02:06 | 22:48 | 16:53 |
 | Power Treads | 9 | 4.23% | 54.0 | 66.67% | +21.57% | -16.67% | -16.67% | 0.00% | 09:20 | 06:13 | 07:31 | 09:24 | 09:45 | 15:10 | 02:14 | 01:39 |
 | Boots of Travel 2 | 7 | 3.29% | 52.4 | 71.43% | +26.28% | -21.43% | +28.57% | 0.00% | 54:02 | 43:51 | 46:01 | 50:53 | 59:34 | 1:04:28 | 13:33 | 10:02 |
 | Manta Style | 8 | 3.76% | 50.8 | 62.50% | +17.13% | +37.50% | -12.50% | 0.00% | 25:24 | 17:16 | 18:41 | 20:49 | 23:02 | 50:38 | 04:21 | 03:13 |
 | Blink Dagger | 14 | 6.57% | 49.2 | 50.00% | +4.27% | -25.00% | +16.67% | 4.46% | 31:20 | 16:47 | 24:38 | 29:20 | 33:59 | 1:02:01 | 09:21 | 06:55 |
 | Ring of Health | 6 | 2.82% | 47.6 | 66.67% | +21.26% | +33.33% | -66.67% | 0.00% | 36:12 | 15:31 | 18:53 | 38:56 | 48:22 | 48:23 | 29:29 | 21:50 |
 | Desolator | 6 | 2.82% | 46.0 | 66.67% | +21.26% | +33.33% | -66.67% | 0.00% | 31:16 | 13:34 | 23:24 | 24:07 | 43:16 | 45:08 | 19:52 | 14:42 |
 | Heaven's Halberd | 6 | 2.82% | 44.4 | 66.67% | +21.26% | +33.33% | -66.67% | 0.00% | 30:01 | 22:36 | 23:03 | 25:04 | 34:12 | 41:19 | 11:09 | 08:15 |
 | Helm of Iron Will | 4 | 1.88% | 42.9 | 75.00% | +29.55% | +25.00% | +25.00% | 0.00% | 34:25 | 27:28 | 27:28 | 30:27 | 37:03 | 42:40 | 09:35 | 07:05 |
 | Nullifier | 4 | 1.88% | 41.3 | 75.00% | +29.55% | +25.00% | +25.00% | 0.00% | 35:15 | 29:23 | 29:23 | 30:31 | 38:14 | 42:53 | 08:51 | 06:33 |
 | Vanguard | 2 | 0.94% | 39.7 | 100.00% | +54.50% | 0.00% | 0.00% | 0.00% | 17:14 | 15:35 | 15:35 | 18:53 | 18:53 | 18:53 | 03:18 | 02:26 |
 | Urn of Shadows | 2 | 0.94% | 38.1 | 100.00% | +54.50% | 0.00% | 0.00% | 0.00% | 09:03 | 07:05 | 07:05 | 11:00 | 11:00 | 11:00 | 03:55 | 02:54 |
 | Spirit Vessel | 2 | 0.94% | 36.5 | 100.00% | +54.50% | 0.00% | 0.00% | 0.00% | 14:29 | 12:48 | 12:48 | 16:10 | 16:10 | 16:10 | 03:22 | 02:29 |
 | Eul's Scepter of Divinity | 11 | 5.16% | 34.9 | 45.45% | -0.59% | +21.22% | -45.45% | 0.00% | 19:34 | 15:15 | 18:27 | 19:36 | 20:29 | 21:42 | 02:02 | 01:30 |
 | Octarine Core | 11 | 5.16% | 33.3 | 45.45% | -0.59% | +21.22% | -12.12% | 0.00% | 37:05 | 23:20 | 25:30 | 40:26 | 43:37 | 48:45 | 18:07 | 13:25 |
 | Yasha | 8 | 3.76% | 31.7 | 50.00% | +4.15% | +50.00% | -50.00% | 0.00% | 18:36 | 13:24 | 14:39 | 17:08 | 18:04 | 31:00 | 03:25 | 02:31 |
 | Wind Lace | 16 | 7.51% | 30.2 | 37.50% | -9.20% | -12.50% | -12.50% | 0.00% | 16:03 | -00:37 | 11:09 | 18:16 | 19:09 | 39:06 | 08:00 | 05:55 |
 | Ring of Protection | 3 | 1.41% | 28.6 | 66.67% | +20.96% | -66.67% | 0.00% | 0.00% | 06:26 | 02:22 | 02:22 | 06:18 | 10:39 | 10:39 | 08:17 | 06:08 |
 | Daedalus | 4 | 1.88% | 27.0 | 50.00% | +4.07% | +50.00% | -50.00% | 0.00% | 38:53 | 26:09 | 26:09 | 36:46 | 42:19 | 50:16 | 16:10 | 11:58 |
 | Scythe of Vyse | 4 | 1.88% | 25.4 | 50.00% | +4.07% | -50.00% | +50.00% | 0.00% | 51:45 | 39:30 | 39:30 | 50:27 | 54:56 | 1:02:06 | 15:26 | 11:25 |
 | Drum of Endurance | 1 | 0.47% | 23.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:52 | 14:52 | 14:52 | 14:52 | 14:52 | 14:52 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 0.47% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:25 | 14:25 | 14:25 | 14:25 | 14:25 | 14:25 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 0.47% | 20.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:09 | 19:09 | 19:09 | 19:09 | 19:09 | 19:09 | 00:00 | 00:00 |
 | Moon Shard | 1 | 0.47% | 19.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:35 | 1:04:35 | 1:04:35 | 1:04:35 | 1:04:35 | 1:04:35 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 0.47% | 17.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:50 | 48:50 | 48:50 | 48:50 | 48:50 | 48:50 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 0.47% | 15.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:29 | 15:29 | 15:29 | 15:29 | 15:29 | 15:29 | 00:00 | 00:00 |
 | Crystalys | 5 | 2.35% | 14.3 | 40.00% | -6.15% | +60.00% | -40.00% | 0.00% | 36:06 | 21:39 | 21:39 | 35:18 | 43:45 | 50:06 | 22:06 | 16:22 |
 | Overwhelming Blink | 2 | 0.94% | 12.7 | 50.00% | +4.03% | -50.00% | 0.00% | 0.00% | 54:13 | 42:11 | 42:11 | 1:06:15 | 1:06:15 | 1:06:15 | 24:04 | 17:49 |
 | Blade Mail | 9 | 4.23% | 11.1 | 22.22% | -24.84% | +77.78% | -22.22% | 0.00% | 16:20 | 11:24 | 12:53 | 14:58 | 15:50 | 32:43 | 02:57 | 02:11 |
 | Eye of Skadi | 3 | 1.41% | 9.5 | 33.33% | -12.86% | -33.33% | 0.00% | 0.00% | 29:11 | 23:57 | 23:57 | 25:59 | 37:36 | 37:36 | 13:39 | 10:06 |
 | Radiance | 4 | 1.88% | 7.9 | 25.00% | -21.41% | -25.00% | -25.00% | 0.00% | 23:34 | 19:36 | 19:36 | 22:24 | 22:31 | 29:46 | 02:55 | 02:09 |
 | Wraith Band | 5 | 2.35% | 6.3 | 20.00% | -26.63% | +80.00% | -20.00% | 0.00% | 03:03 | -00:06 | -00:06 | 03:09 | 04:08 | 05:09 | 04:14 | 03:08 |
 | Mjollnir | 1 | 0.47% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:21 | 36:21 | 36:21 | 36:21 | 36:21 | 36:21 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 0.47% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:11 | 49:11 | 49:11 | 49:11 | 49:11 | 49:11 | 00:00 | 00:00 |
 | Force Staff | 1 | 0.47% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:14 | 16:14 | 16:14 | 16:14 | 16:14 | 16:14 | 00:00 | 00:00 |