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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 | |
 | Yasha and Kaya | 32 | 12.45% | 100.0 | 68.75% | +25.64% | +18.75% | -6.25% | -2.47% | 39:08 | 24:55 | 32:26 | 39:13 | 42:34 | 58:16 | 10:08 | 07:30 |
 | Kaya | 33 | 12.84% | 98.7 | 66.67% | +23.37% | +8.33% | -16.67% | -2.04% | 36:14 | 21:07 | 29:51 | 37:31 | 42:07 | 51:26 | 12:16 | 09:05 |
 | Black King Bar | 88 | 34.24% | 97.3 | 57.95% | +17.71% | +10.23% | -3.40% | -1.23% | 32:14 | 18:00 | 25:30 | 30:22 | 36:33 | 1:08:19 | 11:03 | 08:11 |
 | Void Stone | 78 | 30.35% | 96.0 | 55.13% | +12.67% | +9.87% | +8.03% | -0.12% | 25:46 | 11:16 | 17:23 | 23:41 | 32:10 | 59:55 | 14:47 | 10:57 |
 | Aghanim's Scepter | 89 | 34.63% | 94.7 | 53.93% | +11.67% | +0.62% | +14.25% | 1.48% | 33:41 | 18:21 | 28:48 | 32:48 | 38:01 | 55:15 | 09:13 | 06:49 |
 | Linken's Sphere | 38 | 14.79% | 93.3 | 60.53% | +16.69% | -30.53% | +17.25% | 4.19% | 38:18 | 24:07 | 31:59 | 37:27 | 43:23 | 54:36 | 11:24 | 08:26 |
 | Octarine Core | 65 | 25.29% | 92.0 | 55.38% | +12.15% | +25.87% | +7.12% | -1.24% | 27:48 | 13:25 | 19:33 | 24:05 | 34:37 | 59:55 | 15:04 | 11:09 |
 | Shadow Blade | 177 | 68.87% | 90.7 | 49.15% | +9.15% | -5.97% | +9.94% | 2.08% | 22:23 | 11:02 | 17:47 | 21:03 | 25:26 | 1:07:02 | 07:39 | 05:40 |
 | Yasha | 37 | 14.40% | 89.3 | 59.46% | +15.37% | +29.43% | -26.13% | -5.13% | 38:19 | 21:05 | 32:04 | 38:11 | 42:54 | 54:36 | 10:50 | 08:01 |
 | Phase Boots | 223 | 86.77% | 88.0 | 47.09% | +5.91% | -2.45% | +2.91% | 1.40% | 10:32 | 04:51 | 08:22 | 10:39 | 12:12 | 31:18 | 03:50 | 02:50 |
 | Wind Lace | 237 | 92.22% | 86.7 | 46.84% | +6.84% | +2.31% | -2.77% | -0.78% | 03:41 | -01:30 | -01:29 | 00:20 | 07:58 | 39:35 | 09:27 | 07:00 |
 | Boots of Speed | 257 | 100.00% | 85.3 | 46.30% | +46.30% | -0.99% | -5.67% | -1.46% | 04:38 | -01:29 | 03:14 | 04:43 | 06:26 | 11:00 | 03:12 | 02:22 |
 | Chainmail | 230 | 89.49% | 84.0 | 46.52% | +2.08% | -1.69% | -2.66% | -0.23% | 09:22 | 03:07 | 07:01 | 09:06 | 11:16 | 24:33 | 04:15 | 03:08 |
 | Cornucopia | 41 | 15.95% | 82.7 | 56.10% | +11.66% | -16.10% | +3.90% | 1.40% | 36:28 | 19:51 | 28:23 | 35:55 | 42:40 | 1:13:18 | 14:17 | 10:34 |
 | Magic Stick | 224 | 87.16% | 81.3 | 45.54% | -5.98% | -4.47% | -4.47% | 0.00% | 04:38 | -01:29 | 01:21 | 04:06 | 07:55 | 19:46 | 06:34 | 04:51 |
 | Magic Wand | 204 | 79.38% | 80.0 | 45.59% | -3.47% | +1.47% | -8.34% | -1.78% | 09:15 | -01:29 | 06:50 | 09:11 | 12:21 | 32:54 | 05:31 | 04:05 |
 | Ring of Health | 78 | 30.35% | 78.7 | 48.72% | +3.47% | +11.28% | +9.17% | -0.11% | 12:22 | 01:01 | 02:41 | 03:16 | 22:02 | 59:55 | 19:21 | 14:20 |
 | Eul's Scepter of Divinity | 11 | 4.28% | 77.3 | 72.73% | +27.61% | -6.06% | +27.27% | 2.41% | 35:35 | 17:01 | 27:12 | 35:09 | 41:03 | 51:46 | 13:51 | 10:15 |
 | Quelling Blade | 30 | 11.67% | 76.0 | 56.67% | +11.74% | +5.83% | -13.81% | -19.64% | 00:43 | -01:29 | -01:29 | -01:29 | -01:28 | 54:12 | 00:01 | 00:00 |
 | Drum of Endurance | 95 | 36.96% | 74.7 | 46.32% | +0.02% | +16.18% | +7.85% | -2.35% | 17:40 | 10:46 | 15:08 | 16:52 | 18:41 | 38:23 | 03:33 | 02:37 |
 | Vanguard | 61 | 23.74% | 73.3 | 49.18% | +3.77% | -2.51% | -9.18% | -0.49% | 12:32 | 04:23 | 05:55 | 08:19 | 19:32 | 42:32 | 13:37 | 10:05 |
 | Moon Shard | 4 | 1.56% | 72.0 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 42:14 | 21:25 | 21:25 | 41:56 | 50:40 | 54:55 | 29:15 | 21:40 |
 | Boots of Bearing | 25 | 9.73% | 70.7 | 56.00% | +10.74% | +10.67% | +10.67% | 0.00% | 31:54 | 20:49 | 25:04 | 30:33 | 35:49 | 50:21 | 10:45 | 07:57 |
 | Heaven's Halberd | 23 | 8.95% | 69.3 | 56.52% | +11.22% | -6.52% | -6.52% | 0.00% | 30:27 | 20:40 | 24:30 | 29:34 | 33:27 | 47:15 | 08:57 | 06:37 |
 | Aghanim's Blessing | 6 | 2.33% | 68.0 | 83.33% | +37.91% | +16.67% | -83.33% | 0.00% | 53:37 | 43:31 | 50:28 | 52:02 | 60:04 | 1:02:24 | 09:36 | 07:06 |
 | Wind Waker | 6 | 2.33% | 66.7 | 83.33% | +37.91% | +16.67% | +16.67% | 0.00% | 49:26 | 41:42 | 47:16 | 48:41 | 53:30 | 54:39 | 06:14 | 04:37 |
 | Ring of Protection | 29 | 11.28% | 65.3 | 48.28% | +2.23% | +23.15% | +23.15% | 0.00% | 13:59 | -01:28 | 08:01 | 10:05 | 14:26 | 1:02:17 | 06:25 | 04:45 |
 | Sange | 29 | 11.28% | 64.0 | 48.28% | +2.23% | +23.15% | -5.42% | -2.32% | 29:18 | 16:55 | 21:12 | 28:26 | 33:32 | 46:45 | 12:20 | 09:08 |
 | Tranquil Boots | 38 | 14.79% | 62.7 | 44.74% | -1.84% | +15.26% | -0.30% | -1.20% | 16:36 | 04:42 | 08:46 | 10:47 | 21:42 | 50:21 | 12:56 | 09:34 |
 | Assault Cuirass | 3 | 1.17% | 61.3 | 100.00% | +54.33% | 0.00% | 0.00% | 0.00% | 49:30 | 32:22 | 32:22 | 53:32 | 1:02:37 | 1:02:37 | 30:15 | 22:24 |
 | Buckler | 3 | 1.17% | 60.0 | 100.00% | +54.33% | 0.00% | 0.00% | 0.00% | 48:18 | 29:43 | 29:43 | 52:53 | 1:02:17 | 1:02:17 | 32:34 | 24:07 |
 | Arcane Boots | 3 | 1.17% | 58.7 | 100.00% | +54.33% | 0.00% | 0.00% | 0.00% | 09:52 | 09:33 | 09:33 | 09:50 | 10:12 | 10:12 | 00:39 | 00:28 |
 | Wraith Band | 10 | 3.89% | 57.3 | 60.00% | +14.25% | -26.67% | +40.00% | 3.77% | 09:19 | -01:28 | 01:41 | 02:17 | 19:21 | 36:12 | 17:40 | 13:05 |
 | Medallion of Courage | 10 | 3.89% | 56.0 | 50.00% | +3.85% | +16.67% | +50.00% | 4.56% | 18:46 | 10:58 | 14:27 | 19:14 | 21:46 | 25:07 | 07:19 | 05:25 |
 | Silver Edge | 10 | 3.89% | 54.7 | 50.00% | +3.85% | -16.67% | +50.00% | 8.79% | 50:31 | 32:33 | 47:19 | 51:33 | 54:54 | 1:10:59 | 07:35 | 05:37 |
 | Solar Crest | 10 | 3.89% | 53.3 | 50.00% | +3.85% | +16.67% | 0.00% | -4.33% | 22:44 | 14:59 | 21:29 | 23:06 | 25:20 | 29:27 | 03:51 | 02:51 |
 | Blight Stone | 10 | 3.89% | 52.0 | 50.00% | +3.85% | +16.67% | +50.00% | 4.56% | 18:28 | 10:58 | 14:27 | 19:14 | 21:46 | 24:33 | 07:19 | 05:25 |
 | Soul Ring | 21 | 8.17% | 50.7 | 38.10% | -8.93% | +41.90% | +1.90% | -6.78% | 12:00 | 08:01 | 08:49 | 10:46 | 14:43 | 25:43 | 05:54 | 04:22 |
 | Boots of Travel | 2 | 0.78% | 49.3 | 100.00% | +54.12% | 0.00% | 0.00% | 0.00% | 42:34 | 41:53 | 41:53 | 43:14 | 43:14 | 43:14 | 01:21 | 01:00 |
 | Crown | 11 | 4.28% | 48.0 | 45.45% | -0.89% | +21.22% | -12.12% | -3.57% | 21:30 | 13:25 | 15:13 | 21:48 | 24:33 | 29:18 | 09:20 | 06:54 |
 | Crystalys | 8 | 3.11% | 46.7 | 50.00% | +3.82% | 0.00% | +50.00% | 3.42% | 48:08 | 32:15 | 38:36 | 51:18 | 53:13 | 55:10 | 14:37 | 10:49 |
 | Orb of Venom | 9 | 3.50% | 45.3 | 44.44% | -1.93% | +5.56% | +5.56% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Lotus Orb | 6 | 2.33% | 44.0 | 50.00% | +3.78% | -50.00% | +50.00% | 0.00% | 27:08 | 22:49 | 24:37 | 25:39 | 29:31 | 31:21 | 04:54 | 03:37 |
 | Aeon Disk | 3 | 1.17% | 42.7 | 66.67% | +20.61% | +33.33% | 0.00% | 0.00% | 44:37 | 37:37 | 37:37 | 43:56 | 52:19 | 52:19 | 14:42 | 10:53 |
 | Glimmer Cape | 3 | 1.17% | 41.3 | 66.67% | +20.61% | +33.33% | 0.00% | 0.00% | 29:21 | 24:19 | 24:19 | 30:17 | 33:28 | 33:28 | 09:09 | 06:46 |
 | Kaya and Sange | 3 | 1.17% | 40.0 | 66.67% | +20.61% | +33.33% | 0.00% | 0.00% | 34:24 | 26:26 | 26:26 | 36:05 | 40:41 | 40:41 | 14:15 | 10:33 |
 | Helm of Iron Will | 4 | 1.56% | 38.7 | 50.00% | +3.75% | -50.00% | -50.00% | 0.00% | 22:41 | 21:40 | 21:40 | 21:45 | 21:50 | 25:28 | 00:10 | 00:07 |
 | Crimson Guard | 4 | 1.56% | 37.3 | 50.00% | +3.75% | -50.00% | -50.00% | 0.00% | 24:49 | 22:19 | 22:19 | 24:26 | 24:31 | 27:58 | 02:12 | 01:37 |
 | Refresher Orb | 4 | 1.56% | 36.0 | 50.00% | +3.75% | +50.00% | -50.00% | 0.00% | 51:58 | 32:46 | 32:46 | 49:59 | 51:38 | 1:13:28 | 18:52 | 13:58 |
 | Vladmir's Offering | 1 | 0.39% | 34.7 | 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 |
 | Power Treads | 1 | 0.39% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:08 | 20:08 | 20:08 | 20:08 | 20:08 | 20:08 | 00:00 | 00:00 |
 | Dagon | 1 | 0.39% | 32.0 | 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 |
 | Javelin | 1 | 0.39% | 30.7 | 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 |
 | Phylactery | 1 | 0.39% | 29.3 | 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 |
 | Diadem | 1 | 0.39% | 28.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:17 | 11:17 | 11:17 | 11:17 | 11:17 | 11:17 | 00:00 | 00:00 |
 | Bracer | 10 | 3.89% | 26.7 | 30.00% | -16.96% | +3.33% | -30.00% | -1.88% | 10:48 | 01:40 | 01:51 | 02:14 | 19:32 | 37:54 | 17:41 | 13:05 |
 | Orchid Malevolence | 2 | 0.78% | 25.3 | 50.00% | +3.73% | -50.00% | 0.00% | 0.00% | 29:50 | 21:02 | 21:02 | 38:38 | 38:38 | 38:38 | 17:36 | 13:02 |
 | Urn of Shadows | 2 | 0.78% | 24.0 | 50.00% | +3.73% | +50.00% | 0.00% | 0.00% | 12:07 | 11:38 | 11:38 | 12:35 | 12:35 | 12:35 | 00:57 | 00:42 |
 | Echo Sabre | 2 | 0.78% | 22.7 | 50.00% | +3.73% | +50.00% | 0.00% | 0.00% | 32:26 | 23:28 | 23:28 | 41:24 | 41:24 | 41:24 | 17:56 | 13:17 |
 | Spirit Vessel | 2 | 0.78% | 21.3 | 50.00% | +3.73% | +50.00% | 0.00% | 0.00% | 18:39 | 17:09 | 17:09 | 20:09 | 20:09 | 20:09 | 03:00 | 02:13 |
 | Scythe of Vyse | 2 | 0.78% | 20.0 | 50.00% | +3.73% | -50.00% | 0.00% | 0.00% | 41:10 | 39:30 | 39:30 | 42:50 | 42:50 | 42:50 | 03:20 | 02:28 |
 | Hand of Midas | 3 | 1.17% | 18.7 | 33.33% | -13.13% | -33.33% | 0.00% | 0.00% | 14:30 | 13:50 | 13:50 | 14:24 | 15:17 | 15:17 | 01:27 | 01:04 |
 | Headdress | 4 | 1.56% | 17.3 | 25.00% | -21.64% | +75.00% | -25.00% | 0.00% | 18:09 | 14:00 | 14:00 | 16:35 | 20:09 | 21:50 | 06:09 | 04:33 |
 | Pipe of Insight | 4 | 1.56% | 16.0 | 25.00% | -21.64% | +75.00% | -25.00% | 0.00% | 22:24 | 19:22 | 19:22 | 21:11 | 22:28 | 26:34 | 03:06 | 02:17 |
 | Aghanim's Shard | 9 | 3.50% | 14.7 | 11.11% | -36.47% | +38.89% | -11.11% | -2.62% | 30:21 | 15:56 | 19:21 | 26:31 | 38:24 | 48:45 | 19:03 | 14:06 |
 | Fluffy Hat | 1 | 0.39% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:53 | 20:53 | 20:53 | 20:53 | 20:53 | 20:53 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 0.39% | 12.0 | 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 |
 | Bottle | 2 | 0.78% | 10.7 | 0.00% | -46.67% | 0.00% | 0.00% | 0.00% | 01:49 | 01:46 | 01:46 | 01:51 | 01:51 | 01:51 | 00:05 | 00:03 |
 | Mask of Madness | 1 | 0.39% | 9.3 | 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 |
 | Boots of Travel 2 | 1 | 0.39% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:22 | 50:22 | 50:22 | 50:22 | 50:22 | 50:22 | 00:00 | 00:00 |
 | Heart of Tarrasque | 2 | 0.78% | 6.7 | 0.00% | -46.67% | 0.00% | 0.00% | 0.00% | 54:39 | 54:00 | 54:00 | 55:18 | 55:18 | 55:18 | 01:18 | 00:57 |
 | Shiva's Guard | 1 | 0.39% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:25 | 43:25 | 43:25 | 43:25 | 43:25 | 43:25 | 00:00 | 00:00 |
 | Blade Mail | 1 | 0.39% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:08 | 27:08 | 27:08 | 27:08 | 27:08 | 27:08 | 00:00 | 00:00 |
 | Manta Style | 1 | 0.39% | 2.7 | 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 |
 | Blink Dagger | 1 | 0.39% | 1.3 | 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 |