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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 | |
 | Aghanim's Blessing | 16 | 3.90% | 100.0 | 93.75% | +49.84% | +6.25% | -18.75% | -3.02% | 49:56 | 33:52 | 44:55 | 50:28 | 53:11 | 1:02:24 | 08:16 | 06:07 |
 | Wind Waker | 15 | 3.66% | 98.9 | 93.33% | +49.28% | +6.67% | +6.67% | 0.00% | 48:23 | 37:47 | 44:07 | 47:16 | 50:46 | 1:03:42 | 06:39 | 04:55 |
 | Yasha and Kaya | 51 | 12.44% | 97.7 | 72.55% | +30.49% | +12.07% | -18.70% | -3.61% | 39:35 | 24:55 | 34:02 | 38:27 | 42:34 | 58:16 | 08:32 | 06:19 |
 | Kaya | 57 | 13.90% | 96.6 | 68.42% | +26.21% | +10.15% | -18.42% | -2.75% | 37:16 | 21:07 | 31:44 | 37:21 | 42:07 | 57:55 | 10:23 | 07:41 |
 | Eul's Scepter of Divinity | 23 | 5.61% | 95.4 | 78.26% | +34.33% | -28.26% | +5.07% | 2.09% | 40:07 | 16:37 | 28:57 | 41:02 | 44:54 | 1:15:08 | 15:57 | 11:48 |
 | Crystalys | 19 | 4.63% | 94.3 | 78.95% | +34.70% | +21.05% | +21.05% | 0.00% | 43:36 | 25:33 | 34:15 | 40:25 | 51:35 | 1:07:46 | 17:20 | 12:50 |
 | Yasha | 56 | 13.66% | 93.1 | 66.07% | +23.41% | +19.64% | -23.21% | -4.87% | 38:52 | 21:05 | 33:46 | 37:51 | 42:34 | 57:58 | 08:48 | 06:31 |
 | Moon Shard | 7 | 1.71% | 92.0 | 100.00% | +55.09% | 0.00% | 0.00% | 0.00% | 53:03 | 21:25 | 41:56 | 54:55 | 59:43 | 1:12:22 | 17:47 | 13:10 |
 | Assault Cuirass | 7 | 1.71% | 90.8 | 100.00% | +55.09% | 0.00% | 0.00% | 0.00% | 47:12 | 32:22 | 41:47 | 47:24 | 47:59 | 1:02:37 | 06:12 | 04:35 |
 | Void Stone | 122 | 29.76% | 89.7 | 59.84% | +19.91% | +17.58% | +3.49% | -0.98% | 24:34 | 09:27 | 15:56 | 22:01 | 30:19 | 1:14:57 | 14:23 | 10:39 |
 | Silver Edge | 21 | 5.12% | 88.5 | 76.19% | +31.97% | +23.81% | +23.81% | 0.00% | 45:27 | 25:55 | 34:17 | 47:19 | 52:53 | 1:10:59 | 18:36 | 13:46 |
 | Black King Bar | 154 | 37.56% | 87.4 | 57.79% | +19.12% | +6.31% | -5.16% | -1.16% | 32:13 | 18:00 | 25:41 | 30:19 | 35:32 | 1:08:19 | 09:51 | 07:17 |
 | Octarine Core | 100 | 24.39% | 86.2 | 58.00% | +16.06% | +14.00% | -6.00% | -1.75% | 26:21 | 13:25 | 19:25 | 22:54 | 30:49 | 59:55 | 11:24 | 08:26 |
 | Linken's Sphere | 49 | 11.95% | 85.1 | 63.27% | +19.78% | -38.27% | +20.06% | 5.72% | 37:10 | 24:07 | 31:54 | 36:36 | 42:06 | 54:36 | 10:12 | 07:33 |
 | Aghanim's Scepter | 137 | 33.41% | 83.9 | 56.20% | +15.54% | -0.32% | +2.62% | 0.29% | 34:46 | 18:21 | 29:12 | 33:17 | 39:28 | 55:15 | 10:16 | 07:36 |
 | Cornucopia | 57 | 13.90% | 82.8 | 59.65% | +16.02% | -23.94% | +4.64% | 2.31% | 36:21 | 19:51 | 28:30 | 34:51 | 40:52 | 1:18:55 | 12:22 | 09:09 |
 | Boots of Bearing | 36 | 8.78% | 81.6 | 63.89% | +19.77% | -8.33% | +13.89% | 2.04% | 33:29 | 20:49 | 26:42 | 32:16 | 37:36 | 50:21 | 10:54 | 08:04 |
 | Shadow Blade | 274 | 66.83% | 80.5 | 49.27% | +10.30% | +0.01% | +5.14% | 0.64% | 23:24 | 11:02 | 18:22 | 21:40 | 26:21 | 1:07:02 | 07:59 | 05:54 |
 | Quelling Blade | 78 | 19.02% | 79.3 | 55.13% | +11.46% | -10.13% | +2.76% | 12.89% | 01:53 | -01:29 | -01:29 | -01:29 | -01:28 | 54:12 | 00:01 | 00:00 |
 | Magic Wand | 318 | 77.56% | 78.2 | 47.17% | +5.87% | +1.58% | -6.66% | -1.50% | 09:35 | -01:29 | 07:00 | 09:24 | 12:29 | 32:54 | 05:29 | 04:03 |
 | Buckler | 8 | 1.95% | 77.0 | 87.50% | +42.48% | -37.50% | +12.50% | 0.00% | 44:36 | 29:43 | 32:17 | 44:28 | 47:35 | 1:02:17 | 15:18 | 11:20 |
 | Wind Lace | 384 | 93.66% | 75.9 | 46.35% | +7.89% | -0.52% | +2.61% | 0.50% | 03:56 | -01:30 | -01:29 | 02:29 | 07:41 | 53:58 | 09:10 | 06:47 |
 | Boots of Speed | 409 | 99.76% | 74.7 | 45.97% | +45.97% | +5.99% | -5.77% | -3.71% | 04:13 | -01:30 | 03:00 | 04:28 | 06:10 | 11:00 | 03:10 | 02:20 |
 | Magic Stick | 368 | 89.76% | 73.6 | 46.20% | +3.34% | -2.72% | -1.63% | 0.16% | 04:47 | -01:29 | 01:13 | 04:51 | 07:57 | 19:46 | 06:44 | 04:59 |
 | Phase Boots | 364 | 88.78% | 72.4 | 45.88% | +0.23% | +2.47% | +0.27% | -0.52% | 10:49 | 04:51 | 08:22 | 10:48 | 12:37 | 53:58 | 04:15 | 03:08 |
 | Chainmail | 371 | 90.49% | 71.3 | 45.55% | -3.17% | +6.06% | -3.61% | -2.21% | 09:24 | 03:00 | 07:00 | 09:12 | 11:23 | 24:33 | 04:23 | 03:14 |
 | Tranquil Boots | 51 | 12.44% | 70.1 | 54.90% | +10.33% | +6.64% | +14.33% | 0.46% | 19:10 | 04:42 | 09:01 | 13:17 | 25:44 | 50:21 | 16:43 | 12:22 |
 | Ring of Health | 88 | 21.46% | 69.0 | 50.00% | +5.28% | +13.64% | +4.55% | -0.52% | 12:51 | 01:01 | 02:44 | 03:45 | 20:18 | 59:55 | 17:34 | 13:00 |
 | Drum of Endurance | 135 | 32.93% | 67.8 | 46.67% | +1.22% | +6.27% | -2.55% | -2.12% | 18:24 | 10:46 | 15:37 | 17:35 | 19:47 | 41:02 | 04:10 | 03:05 |
 | Aghanim's Shard | 36 | 8.78% | 66.7 | 55.56% | +10.64% | +22.22% | 0.00% | -1.51% | 29:54 | 15:56 | 22:21 | 26:47 | 37:02 | 54:03 | 14:41 | 10:52 |
 | Vanguard | 65 | 15.85% | 65.5 | 49.23% | +4.01% | -5.48% | -11.73% | -0.44% | 13:14 | 04:23 | 05:55 | 08:41 | 19:59 | 49:14 | 14:04 | 10:25 |
 | Refresher Orb | 13 | 3.17% | 64.4 | 69.23% | +24.14% | -2.56% | -2.56% | 0.00% | 47:08 | 32:46 | 35:37 | 41:26 | 51:38 | 1:19:23 | 16:01 | 11:51 |
 | Ring of Protection | 42 | 10.24% | 63.2 | 52.38% | +7.27% | +2.17% | +37.62% | 5.25% | 15:40 | -01:29 | 08:01 | 09:44 | 14:46 | 1:02:17 | 06:45 | 05:00 |
 | Heaven's Halberd | 27 | 6.59% | 62.1 | 55.56% | +10.39% | +1.58% | +1.58% | 0.00% | 30:43 | 20:40 | 24:32 | 29:34 | 33:46 | 47:15 | 09:14 | 06:50 |
 | Sange | 37 | 9.02% | 60.9 | 51.35% | +6.04% | +15.32% | +4.21% | -1.13% | 29:59 | 16:55 | 24:59 | 28:50 | 34:49 | 46:45 | 09:50 | 07:17 |
 | Arcane Boots | 4 | 0.98% | 59.8 | 100.00% | +54.68% | 0.00% | 0.00% | 0.00% | 10:51 | 09:33 | 09:33 | 09:50 | 10:12 | 13:47 | 00:39 | 00:28 |
 | Hand of Midas | 28 | 6.83% | 58.6 | 53.57% | +8.28% | +32.14% | +3.57% | -12.51% | 12:57 | 09:42 | 11:34 | 12:48 | 13:51 | 18:32 | 02:17 | 01:41 |
 | Wraith Band | 33 | 8.05% | 57.5 | 51.52% | +6.16% | -14.02% | -1.52% | 8.82% | 06:05 | -01:29 | 01:31 | 02:09 | 02:56 | 36:12 | 01:25 | 01:02 |
 | Orb of Venom | 12 | 2.93% | 56.3 | 58.33% | +12.85% | -25.00% | +8.34% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -01:24 | 00:00 | 00:00 |
 | Crown | 15 | 3.66% | 55.2 | 53.33% | +7.76% | +21.67% | -28.33% | -5.16% | 21:07 | 05:02 | 15:13 | 22:41 | 24:54 | 29:18 | 09:41 | 07:10 |
 | Solar Crest | 13 | 3.17% | 54.0 | 53.85% | +8.26% | +12.82% | -20.52% | -7.09% | 23:28 | 14:59 | 21:29 | 23:46 | 26:11 | 29:27 | 04:42 | 03:28 |
 | Soul Ring | 26 | 6.34% | 52.9 | 42.31% | -3.78% | +29.12% | +7.69% | -3.53% | 11:59 | 07:07 | 08:52 | 10:34 | 14:56 | 25:43 | 06:04 | 04:29 |
 | Medallion of Courage | 14 | 3.41% | 51.7 | 50.00% | +4.29% | 0.00% | +50.00% | 12.00% | 19:13 | 10:58 | 17:36 | 19:14 | 21:46 | 25:07 | 04:10 | 03:05 |
 | Blight Stone | 14 | 3.41% | 50.6 | 50.00% | +4.29% | 0.00% | +50.00% | 10.38% | 18:59 | 10:58 | 16:57 | 19:14 | 21:46 | 24:33 | 04:49 | 03:34 |
 | Kaya and Sange | 6 | 1.46% | 49.4 | 66.67% | +21.13% | -16.67% | +33.33% | 0.00% | 35:18 | 26:26 | 31:46 | 33:00 | 40:41 | 43:48 | 08:55 | 06:36 |
 | Glimmer Cape | 6 | 1.46% | 48.3 | 66.67% | +21.13% | -16.67% | -66.67% | 0.00% | 27:24 | 21:25 | 24:19 | 26:56 | 30:17 | 33:28 | 05:58 | 04:25 |
 | Blade Mail | 4 | 0.98% | 47.1 | 75.00% | +29.43% | +25.00% | +25.00% | 0.00% | 20:54 | 12:12 | 12:12 | 12:13 | 27:08 | 32:04 | 14:56 | 11:03 |
 | Aeon Disk | 4 | 0.98% | 46.0 | 75.00% | +29.43% | +25.00% | +25.00% | 0.00% | 45:59 | 37:37 | 37:37 | 43:56 | 50:05 | 52:19 | 12:28 | 09:14 |
 | Diadem | 2 | 0.49% | 44.8 | 100.00% | +54.41% | 0.00% | 0.00% | 0.00% | 33:21 | 11:17 | 11:17 | 55:25 | 55:25 | 55:25 | 44:08 | 32:41 |
 | Boots of Travel | 2 | 0.49% | 43.7 | 100.00% | +54.41% | 0.00% | 0.00% | 0.00% | 42:34 | 41:53 | 41:53 | 43:14 | 43:14 | 43:14 | 01:21 | 01:00 |
 | Dagon | 2 | 0.49% | 42.5 | 100.00% | +54.41% | 0.00% | 0.00% | 0.00% | 47:33 | 39:40 | 39:40 | 55:25 | 55:25 | 55:25 | 15:45 | 11:40 |
 | Fluffy Hat | 11 | 2.68% | 41.4 | 45.45% | -0.41% | +54.55% | -45.45% | 0.00% | 30:27 | 08:30 | 18:45 | 25:17 | 29:35 | 59:00 | 10:50 | 08:01 |
 | Lotus Orb | 8 | 1.95% | 40.2 | 50.00% | +4.23% | -50.00% | 0.00% | 0.00% | 29:31 | 22:49 | 24:37 | 27:13 | 29:31 | 46:10 | 04:54 | 03:37 |
 | Crimson Guard | 5 | 1.22% | 39.1 | 60.00% | +14.32% | -60.00% | +40.00% | 0.00% | 30:05 | 22:19 | 22:19 | 24:31 | 27:58 | 51:10 | 05:39 | 04:11 |
 | Ghost Scepter | 5 | 1.22% | 37.9 | 60.00% | +14.32% | +40.00% | -60.00% | 0.00% | 36:08 | 23:29 | 23:29 | 29:51 | 43:37 | 59:26 | 20:08 | 14:54 |
 | Helm of Iron Will | 5 | 1.22% | 36.8 | 60.00% | +14.32% | -60.00% | +40.00% | 0.00% | 28:20 | 21:40 | 21:40 | 21:50 | 25:28 | 50:56 | 03:48 | 02:48 |
 | Bracer | 17 | 4.15% | 35.6 | 35.29% | -11.02% | +14.71% | -35.29% | -3.91% | 09:05 | 01:35 | 01:45 | 02:17 | 14:33 | 37:54 | 12:48 | 09:28 |
 | Bottle | 9 | 2.20% | 34.5 | 44.44% | -1.45% | -44.44% | +5.56% | 0.00% | 01:34 | 01:12 | 01:18 | 01:38 | 01:46 | 01:51 | 00:28 | 00:20 |
 | Boots of Travel 2 | 3 | 0.73% | 33.3 | 66.67% | +20.97% | -66.67% | 0.00% | 0.00% | 53:20 | 50:22 | 50:22 | 51:34 | 58:05 | 58:05 | 07:43 | 05:42 |
 | Pipe of Insight | 11 | 2.68% | 32.2 | 36.36% | -9.76% | -3.03% | -3.03% | 0.00% | 21:40 | 18:14 | 19:22 | 21:11 | 22:45 | 26:34 | 03:23 | 02:30 |
 | Headdress | 11 | 2.68% | 31.0 | 36.36% | -9.76% | -3.03% | -3.03% | 0.00% | 18:08 | 14:00 | 15:17 | 19:33 | 19:54 | 21:50 | 04:37 | 03:25 |
 | Phylactery | 1 | 0.24% | 29.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:29 | 14:29 | 14:29 | 14:29 | 14:29 | 14:29 | 00:00 | 00:00 |
 | Disperser | 1 | 0.24% | 28.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:14:03 | 1:14:03 | 1:14:03 | 1:14:03 | 1:14:03 | 1:14:03 | 00:00 | 00:00 |
 | Revenant's Brooch | 1 | 0.24% | 27.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:18:20 | 1:18:20 | 1:18:20 | 1:18:20 | 1:18:20 | 1:18:20 | 00:00 | 00:00 |
 | Witch Blade | 1 | 0.24% | 26.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:18:09 | 1:18:09 | 1:18:09 | 1:18:09 | 1:18:09 | 1:18:09 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 0.24% | 25.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:45 | 38:45 | 38:45 | 38:45 | 38:45 | 38:45 | 00:00 | 00:00 |
 | Pavise | 1 | 0.24% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:45 | 11:45 | 11:45 | 11:45 | 11:45 | 11:45 | 00:00 | 00:00 |
 | Dagon (level 4) | 1 | 0.24% | 23.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:11 | 54:11 | 54:11 | 54:11 | 54:11 | 54:11 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 0.24% | 21.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:27 | 55:27 | 55:27 | 55:27 | 55:27 | 55:27 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 0.24% | 20.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:13:53 | 1:13:53 | 1:13:53 | 1:13:53 | 1:13:53 | 1:13:53 | 00:00 | 00:00 |
 | Javelin | 1 | 0.24% | 19.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:30 | 36:30 | 36:30 | 36:30 | 36:30 | 36:30 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 0.24% | 18.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:17 | 54:17 | 54:17 | 54:17 | 54:17 | 54:17 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 0.24% | 17.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:30 | 09:30 | 09:30 | 09:30 | 09:30 | 09:30 | 00:00 | 00:00 |
 | Heart of Tarrasque | 5 | 1.22% | 16.1 | 40.00% | -5.93% | -40.00% | +60.00% | 0.00% | 43:23 | 21:27 | 21:27 | 54:00 | 55:18 | 55:39 | 33:51 | 25:04 |
 | Scythe of Vyse | 2 | 0.49% | 14.9 | 50.00% | +4.17% | -50.00% | 0.00% | 0.00% | 41:10 | 39:30 | 39:30 | 42:50 | 42:50 | 42:50 | 03:20 | 02:28 |
 | Spirit Vessel | 2 | 0.49% | 13.8 | 50.00% | +4.17% | +50.00% | 0.00% | 0.00% | 18:39 | 17:09 | 17:09 | 20:09 | 20:09 | 20:09 | 03:00 | 02:13 |
 | Power Treads | 2 | 0.49% | 12.6 | 50.00% | +4.17% | -50.00% | 0.00% | 0.00% | 13:03 | 05:58 | 05:58 | 20:08 | 20:08 | 20:08 | 14:10 | 10:29 |
 | Shiva's Guard | 2 | 0.49% | 11.5 | 50.00% | +4.17% | +50.00% | 0.00% | 0.00% | 39:24 | 35:22 | 35:22 | 43:25 | 43:25 | 43:25 | 08:03 | 05:57 |
 | Urn of Shadows | 2 | 0.49% | 10.3 | 50.00% | +4.17% | +50.00% | 0.00% | 0.00% | 12:07 | 11:38 | 11:38 | 12:35 | 12:35 | 12:35 | 00:57 | 00:42 |
 | Orchid Malevolence | 2 | 0.49% | 9.2 | 50.00% | +4.17% | -50.00% | 0.00% | 0.00% | 29:50 | 21:02 | 21:02 | 38:38 | 38:38 | 38:38 | 17:36 | 13:02 |
 | Echo Sabre | 3 | 0.73% | 8.0 | 33.33% | -12.62% | -33.33% | 0.00% | 0.00% | 25:57 | 12:59 | 12:59 | 23:28 | 41:24 | 41:24 | 28:25 | 21:02 |
 | Force Staff | 5 | 1.22% | 6.9 | 0.00% | -46.42% | 0.00% | 0.00% | 0.00% | 43:54 | 25:17 | 25:17 | 51:00 | 54:05 | 59:18 | 28:48 | 21:20 |
 | Manta Style | 1 | 0.24% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:02 | 36:02 | 36:02 | 36:02 | 36:02 | 36:02 | 00:00 | 00:00 |
 | Null Talisman | 1 | 0.24% | 4.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:20 | 31:20 | 31:20 | 31:20 | 31:20 | 31:20 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 0.24% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:40 | 45:40 | 45:40 | 45:40 | 45:40 | 45:40 | 00:00 | 00:00 |
 | Mask of Madness | 1 | 0.24% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:44 | 33:44 | 33:44 | 33:44 | 33:44 | 33:44 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 0.24% | 1.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:29 | 52:29 | 52:29 | 52:29 | 52:29 | 52:29 | 00:00 | 00:00 |