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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 Bearing | 73 | 11.01% | 100.0 | 71.23% | +22.76% | +0.99% | -4.56% | -0.63% | 30:23 | 14:36 | 24:41 | 29:51 | 33:27 | 58:45 | 08:46 | 06:29 |
 | Octarine Core | 281 | 42.38% | 98.6 | 59.79% | +15.29% | -11.22% | -8.36% | 0.18% | 25:51 | 10:38 | 16:03 | 27:31 | 31:47 | 1:14:56 | 15:44 | 11:39 |
 | Aether Lens | 225 | 33.94% | 97.3 | 59.11% | +12.31% | +17.68% | -10.90% | -3.79% | 27:44 | 11:50 | 23:23 | 26:29 | 30:55 | 52:59 | 07:32 | 05:34 |
 | Void Stone | 422 | 63.65% | 95.9 | 55.45% | +12.30% | -4.51% | -10.69% | -0.52% | 23:21 | 04:15 | 16:52 | 23:20 | 28:40 | 1:14:53 | 11:48 | 08:44 |
 | Tranquil Boots | 191 | 28.81% | 94.6 | 58.12% | +10.03% | -12.29% | -6.04% | 1.54% | 10:33 | 03:19 | 07:22 | 09:11 | 11:25 | 53:58 | 04:03 | 03:00 |
 | Drum of Endurance | 120 | 18.10% | 93.2 | 60.00% | +11.01% | -3.33% | +3.33% | 1.16% | 17:30 | 07:01 | 12:43 | 15:07 | 18:27 | 58:45 | 05:44 | 04:14 |
 | Refresher Orb | 84 | 12.67% | 91.9 | 61.90% | +12.50% | +14.29% | -9.52% | -1.86% | 43:36 | 31:32 | 36:30 | 41:40 | 49:20 | 1:12:34 | 12:50 | 09:30 |
 | Aghanim's Scepter | 43 | 6.49% | 90.5 | 67.44% | +17.60% | -3.80% | -12.89% | -0.66% | 40:38 | 25:46 | 32:16 | 37:41 | 46:04 | 1:30:33 | 13:48 | 10:13 |
 | Blink Dagger | 600 | 90.50% | 89.2 | 52.50% | +15.99% | +2.17% | -3.83% | -0.85% | 21:50 | 11:16 | 17:32 | 21:34 | 24:36 | 56:50 | 07:04 | 05:14 |
 | Wind Lace | 569 | 85.82% | 87.8 | 52.55% | +11.06% | +0.97% | -2.55% | -0.72% | 07:46 | -01:29 | 04:44 | 06:41 | 09:39 | 53:58 | 04:55 | 03:38 |
 | Black King Bar | 421 | 63.50% | 86.5 | 53.21% | +6.10% | +13.46% | +1.08% | -1.74% | 22:15 | 14:19 | 17:31 | 18:56 | 24:37 | 1:25:51 | 07:06 | 05:15 |
 | Magic Wand | 602 | 90.80% | 85.1 | 51.50% | +5.60% | -2.49% | +0.50% | 0.54% | 06:53 | -01:30 | 04:28 | 06:08 | 09:59 | 53:58 | 05:31 | 04:05 |
 | Boots of Speed | 662 | 99.85% | 83.8 | 50.91% | -49.09% | +10.54% | -1.82% | -5.08% | 04:14 | -01:29 | 03:00 | 03:45 | 05:26 | 12:12 | 02:26 | 01:48 |
 | Magic Stick | 582 | 87.78% | 82.4 | 51.03% | +0.41% | +1.71% | -0.69% | -0.55% | 04:29 | -01:29 | 02:16 | 03:56 | 06:36 | 19:05 | 04:20 | 03:12 |
 | Ring of Health | 212 | 31.98% | 81.1 | 53.30% | +3.41% | -13.68% | +5.19% | 0.67% | 21:14 | 00:55 | 05:38 | 19:15 | 33:54 | 57:16 | 28:16 | 20:56 |
 | Witch Blade | 63 | 9.50% | 79.7 | 60.32% | +10.32% | +2.18% | -16.57% | -2.09% | 29:26 | 10:33 | 24:43 | 27:32 | 33:41 | 49:24 | 08:58 | 06:38 |
 | Boots of Travel 2 | 41 | 6.18% | 78.4 | 63.41% | +13.25% | +36.59% | -23.41% | -3.73% | 49:26 | 22:47 | 41:40 | 47:36 | 57:45 | 1:18:10 | 16:05 | 11:54 |
 | Boots of Travel | 369 | 55.66% | 77.0 | 50.14% | -1.90% | +5.29% | -6.66% | -1.24% | 35:44 | 12:27 | 30:56 | 35:51 | 40:32 | 1:02:23 | 09:36 | 07:06 |
 | Chainmail | 79 | 11.92% | 75.7 | 56.96% | +6.79% | -1.96% | -6.96% | -0.44% | 26:36 | 07:59 | 21:08 | 25:31 | 32:30 | 49:24 | 11:22 | 08:25 |
 | Bottle | 317 | 47.81% | 74.3 | 49.84% | -2.18% | +15.98% | -15.66% | -31.64% | 01:33 | 00:11 | 01:17 | 01:26 | 01:42 | 17:56 | 00:25 | 00:18 |
 | Fluffy Hat | 315 | 47.51% | 73.0 | 49.21% | -3.38% | +14.08% | -11.24% | -1.98% | 26:00 | 05:05 | 18:53 | 25:29 | 31:42 | 54:16 | 12:49 | 09:29 |
 | Linken's Sphere | 27 | 4.07% | 71.6 | 66.67% | +16.36% | +4.76% | -38.10% | -7.72% | 34:45 | 21:50 | 30:48 | 33:28 | 36:21 | 1:06:03 | 05:33 | 04:06 |
 | Force Staff | 312 | 47.06% | 70.3 | 48.72% | -4.27% | +6.41% | -10.26% | -1.67% | 28:52 | 15:33 | 22:59 | 27:28 | 32:57 | 55:56 | 09:58 | 07:22 |
 | Eul's Scepter of Divinity | 49 | 7.39% | 68.9 | 59.18% | +8.85% | +7.49% | -17.51% | -3.04% | 27:20 | 13:30 | 22:19 | 26:30 | 30:33 | 55:44 | 08:14 | 06:05 |
 | Aghanim's Shard | 62 | 9.35% | 67.6 | 56.45% | +6.03% | +12.30% | -3.12% | -1.26% | 33:17 | 18:33 | 26:11 | 29:28 | 38:27 | 1:08:30 | 12:16 | 09:05 |
 | Shiva's Guard | 15 | 2.26% | 66.2 | 73.33% | +22.87% | +1.67% | +1.67% | 0.00% | 38:40 | 29:41 | 36:20 | 38:33 | 40:45 | 51:53 | 04:25 | 03:16 |
 | Cornucopia | 59 | 8.90% | 64.9 | 50.85% | -0.14% | +9.15% | -17.52% | -3.35% | 37:18 | 08:37 | 32:14 | 35:39 | 40:11 | 1:12:18 | 07:57 | 05:53 |
 | Scythe of Vyse | 15 | 2.26% | 63.5 | 66.67% | +16.05% | +33.33% | -16.67% | 0.00% | 39:31 | 31:47 | 33:24 | 36:15 | 40:19 | 55:33 | 06:55 | 05:07 |
 | Lotus Orb | 26 | 3.92% | 62.2 | 57.69% | +6.98% | -29.12% | -7.69% | 1.66% | 27:58 | 11:28 | 21:49 | 27:13 | 34:43 | 48:00 | 12:54 | 09:33 |
 | Overwhelming Blink | 11 | 1.66% | 60.8 | 72.73% | +22.12% | +27.27% | -6.06% | 0.00% | 52:54 | 39:00 | 45:45 | 51:10 | 57:45 | 1:05:43 | 12:00 | 08:53 |
 | Vanguard | 90 | 13.57% | 59.5 | 44.44% | -7.57% | -5.31% | -3.53% | 0.40% | 09:30 | 03:17 | 06:24 | 09:11 | 10:48 | 33:42 | 04:24 | 03:15 |
 | Arcane Boots | 128 | 19.31% | 58.1 | 42.19% | -10.89% | +4.69% | -4.69% | -3.03% | 08:46 | 03:16 | 06:39 | 08:22 | 09:45 | 35:13 | 03:06 | 02:17 |
 | Null Talisman | 43 | 6.49% | 56.8 | 46.51% | -4.78% | +26.22% | -1.06% | -13.75% | 03:15 | 01:28 | 01:49 | 02:28 | 03:48 | 15:37 | 01:59 | 01:28 |
 | Bracer | 30 | 4.52% | 55.4 | 50.00% | -1.03% | -12.50% | -7.14% | 0.66% | 07:40 | 01:07 | 02:31 | 05:42 | 10:38 | 29:11 | 08:07 | 06:00 |
 | Crown | 11 | 1.66% | 54.1 | 63.64% | +12.87% | -30.31% | +3.03% | 0.00% | 24:13 | 10:37 | 17:28 | 22:11 | 33:16 | 37:25 | 15:48 | 11:42 |
 | Solar Crest | 9 | 1.36% | 52.7 | 66.67% | +15.91% | -16.67% | -16.67% | 0.00% | 27:51 | 19:26 | 21:05 | 24:49 | 33:31 | 37:25 | 12:26 | 09:12 |
 | Medallion of Courage | 9 | 1.36% | 51.4 | 66.67% | +15.91% | -16.67% | -16.67% | 0.00% | 26:25 | 16:51 | 17:28 | 22:10 | 33:30 | 37:25 | 16:02 | 11:52 |
 | Blight Stone | 9 | 1.36% | 50.0 | 66.67% | +15.91% | -16.67% | -16.67% | 0.00% | 26:22 | 16:51 | 17:28 | 22:10 | 33:30 | 37:25 | 16:02 | 11:52 |
 | Quelling Blade | 17 | 2.56% | 48.6 | 52.94% | +2.01% | +22.06% | -27.94% | -9.38% | 03:01 | -01:29 | -01:29 | -01:29 | 06:49 | 20:02 | 08:18 | 06:08 |
 | Arcane Blink | 7 | 1.06% | 47.3 | 71.43% | +20.67% | -21.43% | +28.57% | 0.00% | 52:24 | 43:44 | 47:01 | 49:49 | 51:30 | 1:09:20 | 04:29 | 03:19 |
 | Wind Waker | 3 | 0.45% | 45.9 | 100.00% | +49.24% | 0.00% | 0.00% | 0.00% | 45:50 | 36:52 | 36:52 | 44:37 | 56:01 | 56:01 | 19:09 | 14:11 |
 | Ghost Scepter | 18 | 2.71% | 44.6 | 50.00% | -1.01% | -10.00% | +50.00% | 8.96% | 29:05 | 18:49 | 25:56 | 28:35 | 32:38 | 48:36 | 06:42 | 04:57 |
 | Heaven's Halberd | 10 | 1.51% | 43.2 | 60.00% | +9.16% | +40.00% | -10.00% | 0.00% | 29:13 | 17:32 | 27:29 | 30:14 | 32:05 | 35:45 | 04:36 | 03:24 |
 | Dragon Lance | 16 | 2.41% | 41.9 | 50.00% | -1.00% | +25.00% | -25.00% | -4.07% | 39:40 | 22:39 | 31:53 | 35:23 | 44:11 | 1:02:32 | 12:18 | 09:06 |
 | Sange | 11 | 1.66% | 40.5 | 54.55% | +3.63% | +12.12% | -21.22% | 0.00% | 29:08 | 13:24 | 26:42 | 28:44 | 30:41 | 44:12 | 03:59 | 02:57 |
 | Pipe of Insight | 18 | 2.71% | 39.2 | 44.44% | -6.72% | -4.44% | -19.44% | -2.14% | 21:58 | 15:14 | 17:46 | 21:17 | 24:46 | 36:14 | 07:00 | 05:11 |
 | Aeon Disk | 29 | 4.37% | 37.8 | 37.93% | -13.65% | +19.21% | +19.21% | 0.00% | 43:05 | 30:12 | 36:24 | 43:30 | 48:15 | 57:42 | 11:51 | 08:46 |
 | Hurricane Pike | 15 | 2.26% | 36.5 | 46.67% | -4.41% | +28.33% | +3.33% | 0.00% | 43:38 | 32:33 | 35:14 | 40:09 | 44:11 | 1:02:35 | 08:57 | 06:37 |
 | Headdress | 24 | 3.62% | 35.1 | 33.33% | -18.31% | 0.00% | -16.66% | -1.60% | 17:35 | 04:21 | 11:43 | 14:55 | 22:06 | 36:12 | 10:23 | 07:41 |
 | Aghanim's Blessing | 9 | 1.36% | 33.8 | 44.44% | -6.63% | +55.56% | -44.44% | 0.00% | 56:28 | 40:53 | 45:51 | 52:24 | 60:39 | 1:30:33 | 14:48 | 10:57 |
 | Ring of Protection | 14 | 2.11% | 32.4 | 28.57% | -22.89% | +21.43% | +4.76% | 0.00% | 14:31 | 04:23 | 09:41 | 13:39 | 18:07 | 27:51 | 08:26 | 06:14 |
 | Hand of Midas | 4 | 0.60% | 31.1 | 50.00% | -0.99% | +50.00% | -50.00% | 0.00% | 36:52 | 11:51 | 11:51 | 15:33 | 57:33 | 1:02:32 | 45:42 | 33:51 |
 | Mekansm | 9 | 1.36% | 29.7 | 33.33% | -17.89% | +16.67% | +16.67% | 0.00% | 14:36 | 10:33 | 10:41 | 14:41 | 15:24 | 22:40 | 04:43 | 03:29 |
 | Buckler | 9 | 1.36% | 28.4 | 33.33% | -17.89% | +16.67% | -33.33% | 0.00% | 18:02 | 11:39 | 13:40 | 16:45 | 18:10 | 27:51 | 04:30 | 03:20 |
 | Glimmer Cape | 9 | 1.36% | 27.0 | 33.33% | -17.89% | +16.67% | -33.33% | 0.00% | 27:44 | 15:19 | 17:56 | 26:59 | 33:51 | 40:49 | 15:55 | 11:47 |
 | Guardian Greaves | 9 | 1.36% | 25.7 | 33.33% | -17.89% | +16.67% | -33.33% | 0.00% | 20:33 | 13:32 | 17:02 | 19:03 | 21:26 | 28:24 | 04:24 | 03:15 |
 | Diadem | 1 | 0.15% | 24.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:37 | 33:37 | 33:37 | 33:37 | 33:37 | 33:37 | 00:00 | 00:00 |
 | Yasha and Kaya | 1 | 0.15% | 23.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:40 | 39:40 | 39:40 | 39:40 | 39:40 | 39:40 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 0.15% | 21.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:25 | 04:25 | 04:25 | 04:25 | 04:25 | 04:25 | 00:00 | 00:00 |
 | Desolator | 1 | 0.15% | 20.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:46 | 37:46 | 37:46 | 37:46 | 37:46 | 37:46 | 00:00 | 00:00 |
 | Dagon | 1 | 0.15% | 18.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:48 | 33:48 | 33:48 | 33:48 | 33:48 | 33:48 | 00:00 | 00:00 |
 | Shadow Blade | 5 | 0.75% | 17.6 | 40.00% | -11.06% | +60.00% | +60.00% | 0.00% | 42:23 | 30:18 | 30:18 | 44:49 | 45:11 | 52:13 | 14:53 | 11:01 |
 | Wraith Band | 7 | 1.06% | 16.2 | 28.57% | -22.65% | +21.43% | -28.57% | 0.00% | 15:31 | 09:11 | 13:06 | 14:16 | 17:46 | 21:51 | 04:40 | 03:27 |
 | Kaya and Sange | 2 | 0.30% | 14.9 | 50.00% | -0.98% | +50.00% | 0.00% | 0.00% | 42:04 | 39:54 | 39:54 | 44:13 | 44:13 | 44:13 | 04:19 | 03:11 |
 | Moon Shard | 2 | 0.30% | 13.5 | 50.00% | -0.98% | +50.00% | 0.00% | 0.00% | 25:53 | 18:51 | 18:51 | 32:55 | 32:55 | 32:55 | 14:04 | 10:25 |
 | Swift Blink | 2 | 0.30% | 12.2 | 50.00% | -0.98% | +50.00% | 0.00% | 0.00% | 1:18:41 | 55:01 | 55:01 | 1:42:21 | 1:42:21 | 1:42:21 | 47:20 | 35:03 |
 | Spirit Vessel | 3 | 0.45% | 10.8 | 33.33% | -17.73% | -33.33% | 0.00% | 0.00% | 16:27 | 15:03 | 15:03 | 15:40 | 18:38 | 18:38 | 03:35 | 02:39 |
 | Orchid Malevolence | 3 | 0.45% | 9.5 | 33.33% | -17.73% | -33.33% | 0.00% | 0.00% | 25:26 | 22:04 | 22:04 | 24:27 | 29:47 | 29:47 | 07:43 | 05:42 |
 | Crimson Guard | 4 | 0.60% | 8.1 | 25.00% | -26.14% | -25.00% | +75.00% | 0.00% | 21:13 | 14:33 | 14:33 | 19:46 | 20:54 | 29:39 | 06:21 | 04:42 |
 | Urn of Shadows | 4 | 0.60% | 6.8 | 25.00% | -26.14% | -25.00% | -25.00% | 0.00% | 09:21 | 05:20 | 05:20 | 09:20 | 10:36 | 12:09 | 05:16 | 03:54 |
 | Helm of Iron Will | 4 | 0.60% | 5.4 | 25.00% | -26.14% | -25.00% | +75.00% | 0.00% | 19:54 | 12:41 | 12:41 | 18:44 | 19:45 | 28:24 | 07:04 | 05:14 |
 | Kaya | 1 | 0.15% | 4.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:13 | 44:13 | 44:13 | 44:13 | 44:13 | 44:13 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 0.15% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:01 | 12:01 | 12:01 | 12:01 | 12:01 | 12:01 | 00:00 | 00:00 |
 | Pavise | 1 | 0.15% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:15 | 16:15 | 16:15 | 16:15 | 16:15 | 16:15 | 00:00 | 00:00 |