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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 | |
 | Aeon Disk | 14 | 14.00% | 100.0 | 85.71% | +39.20% | -10.71% | +14.29% | 3.11% | 38:32 | 30:06 | 32:35 | 35:39 | 40:37 | 1:09:28 | 08:02 | 05:57 |
 | Ring of Basilius | 23 | 23.00% | 98.4 | 69.57% | +22.82% | -2.90% | +13.76% | 2.05% | 14:33 | 06:24 | 09:29 | 11:48 | 17:36 | 28:54 | 08:07 | 06:00 |
 | Kaya and Sange | 8 | 8.00% | 96.9 | 87.50% | +38.59% | -37.50% | +12.50% | 0.00% | 29:53 | 20:27 | 23:29 | 25:51 | 34:15 | 48:27 | 10:46 | 07:58 |
 | Wraith Pact | 18 | 18.00% | 95.3 | 72.22% | +24.66% | +7.78% | +2.78% | -0.74% | 25:04 | 13:54 | 21:15 | 24:29 | 28:01 | 40:02 | 06:46 | 05:00 |
 | Arcane Boots | 13 | 13.00% | 93.8 | 76.92% | +28.64% | -10.25% | -10.25% | 0.00% | 23:48 | 08:53 | 16:40 | 23:23 | 28:22 | 42:40 | 11:42 | 08:40 |
 | Buckler | 20 | 20.00% | 92.2 | 70.00% | +22.50% | -10.00% | -10.00% | 0.00% | 18:38 | 09:50 | 14:25 | 17:12 | 22:48 | 30:02 | 08:23 | 06:12 |
 | Morbid Mask | 20 | 20.00% | 90.6 | 70.00% | +22.50% | -10.00% | -10.00% | 0.00% | 20:06 | 09:50 | 15:45 | 18:23 | 23:48 | 30:55 | 08:03 | 05:57 |
 | Vladmir's Offering | 20 | 20.00% | 89.1 | 70.00% | +22.50% | +10.00% | -10.00% | -2.60% | 20:56 | 11:29 | 16:42 | 19:59 | 24:23 | 31:11 | 07:41 | 05:41 |
 | Void Stone | 38 | 38.00% | 87.5 | 60.53% | +13.76% | -0.53% | -16.09% | -1.46% | 27:29 | 11:28 | 21:37 | 26:36 | 32:18 | 49:03 | 10:41 | 07:54 |
 | Magic Wand | 88 | 88.00% | 85.9 | 53.41% | +11.74% | -3.41% | +1.14% | 0.88% | 07:48 | -01:29 | 04:33 | 07:13 | 09:45 | 23:11 | 05:12 | 03:51 |
 | Blink Dagger | 27 | 27.00% | 84.4 | 62.96% | +15.01% | +37.04% | -5.82% | -4.77% | 28:57 | 15:34 | 23:39 | 28:41 | 32:38 | 50:58 | 08:59 | 06:39 |
 | Boots of Speed | 100 | 100.00% | 82.8 | 52.00% | +52.00% | -4.00% | -8.00% | -1.69% | 04:17 | -01:29 | 02:59 | 03:53 | 05:21 | 11:02 | 02:22 | 01:45 |
 | Urn of Shadows | 77 | 77.00% | 81.3 | 53.25% | +5.42% | +15.17% | -16.41% | -8.50% | 06:18 | 02:15 | 04:24 | 06:00 | 08:07 | 12:16 | 03:43 | 02:45 |
 | Ring of Protection | 86 | 86.00% | 79.7 | 52.33% | +2.33% | +15.85% | -9.47% | -5.75% | 05:44 | -01:29 | 03:07 | 05:11 | 07:31 | 23:48 | 04:24 | 03:15 |
 | Spirit Vessel | 69 | 69.00% | 78.1 | 53.62% | +5.23% | +28.73% | -24.21% | -13.99% | 13:24 | 07:46 | 11:23 | 12:44 | 15:10 | 19:58 | 03:47 | 02:48 |
 | Magic Stick | 95 | 95.00% | 76.6 | 50.53% | -29.47% | +20.30% | -13.03% | -6.64% | 03:08 | -01:30 | -01:29 | 02:24 | 06:30 | 18:53 | 07:59 | 05:54 |
 | Ring of Health | 45 | 45.00% | 75.0 | 55.56% | +6.47% | -19.20% | +8.08% | 1.78% | 20:47 | 05:19 | 12:30 | 17:59 | 27:47 | 51:58 | 15:17 | 11:19 |
 | Wind Lace | 66 | 66.00% | 73.4 | 51.52% | -1.42% | +7.30% | -7.77% | -2.16% | 09:08 | -01:29 | 05:29 | 07:47 | 12:28 | 47:30 | 06:59 | 05:10 |
 | Kaya | 11 | 11.00% | 71.9 | 72.73% | +23.29% | -6.06% | -6.06% | 0.00% | 31:09 | 17:49 | 23:02 | 30:44 | 34:41 | 49:03 | 11:39 | 08:37 |
 | Lotus Orb | 19 | 19.00% | 70.3 | 63.16% | +13.78% | +16.84% | -3.16% | -4.04% | 29:26 | 17:36 | 26:36 | 28:27 | 31:33 | 49:04 | 04:57 | 03:40 |
 | Fluffy Hat | 50 | 50.00% | 68.8 | 52.00% | 0.00% | +9.54% | -10.33% | -2.95% | 18:05 | 04:58 | 14:28 | 17:33 | 21:12 | 39:23 | 06:44 | 04:59 |
 | Aghanim's Scepter | 22 | 22.00% | 67.2 | 59.09% | +9.09% | +24.24% | -39.09% | -3.49% | 33:23 | 14:42 | 23:19 | 33:28 | 41:29 | 1:01:39 | 18:10 | 13:27 |
 | Force Staff | 44 | 44.00% | 65.6 | 50.00% | -3.57% | +13.64% | -4.55% | -2.91% | 22:19 | 12:49 | 18:22 | 20:05 | 24:37 | 44:21 | 06:15 | 04:37 |
 | Crown | 10 | 10.00% | 64.1 | 70.00% | +20.00% | -3.33% | +30.00% | 0.00% | 18:50 | 08:36 | 11:56 | 14:30 | 22:03 | 47:30 | 10:07 | 07:29 |
 | Aghanim's Shard | 28 | 28.00% | 62.5 | 53.57% | +2.18% | +3.57% | -10.71% | -1.21% | 29:21 | 16:14 | 22:41 | 26:29 | 34:31 | 58:05 | 11:50 | 08:45 |
 | Tranquil Boots | 38 | 38.00% | 60.9 | 47.37% | -7.47% | -7.37% | -2.93% | 0.60% | 11:55 | 04:16 | 06:45 | 08:23 | 14:10 | 33:35 | 07:25 | 05:29 |
 | Sange | 26 | 26.00% | 59.4 | 50.00% | -2.70% | -7.14% | 0.00% | 0.97% | 25:32 | 15:33 | 19:52 | 23:03 | 27:12 | 1:01:13 | 07:20 | 05:25 |
 | Drum of Endurance | 7 | 7.00% | 57.8 | 71.43% | +20.89% | -21.43% | -21.43% | 0.00% | 19:51 | 14:46 | 15:00 | 21:24 | 22:10 | 24:19 | 07:10 | 05:18 |
 | Hood of Defiance | 27 | 27.00% | 56.3 | 48.15% | -5.27% | -5.29% | -19.58% | -2.96% | 14:39 | 09:23 | 11:44 | 13:48 | 16:34 | 26:41 | 04:50 | 03:34 |
 | Solar Crest | 5 | 5.00% | 54.7 | 80.00% | +29.47% | -80.00% | +20.00% | 0.00% | 25:52 | 16:06 | 16:06 | 22:06 | 24:08 | 47:42 | 08:02 | 05:57 |
 | Blight Stone | 5 | 5.00% | 53.1 | 80.00% | +29.47% | -80.00% | +20.00% | 0.00% | 24:39 | 13:39 | 13:39 | 22:03 | 23:44 | 47:29 | 10:05 | 07:28 |
 | Medallion of Courage | 5 | 5.00% | 51.6 | 80.00% | +29.47% | -80.00% | +20.00% | 0.00% | 24:39 | 13:39 | 13:39 | 22:03 | 23:44 | 47:29 | 10:05 | 07:28 |
 | Wraith Band | 17 | 17.00% | 50.0 | 52.94% | +1.13% | +22.06% | -2.94% | -25.00% | 02:08 | 00:46 | 01:45 | 02:09 | 02:32 | 03:29 | 00:47 | 00:34 |
 | Pipe of Insight | 10 | 10.00% | 48.4 | 60.00% | +8.89% | +6.67% | -10.00% | 0.00% | 28:01 | 17:49 | 18:43 | 20:32 | 32:56 | 53:18 | 14:13 | 10:31 |
 | Eul's Scepter of Divinity | 10 | 10.00% | 46.9 | 60.00% | +8.89% | -26.67% | +40.00% | 0.00% | 23:21 | 14:46 | 19:24 | 20:09 | 23:32 | 45:59 | 04:08 | 03:03 |
 | Quelling Blade | 6 | 6.00% | 45.3 | 66.67% | +15.61% | +33.33% | +33.33% | 0.00% | 05:34 | -01:29 | -01:29 | -01:29 | 14:14 | 17:02 | 15:43 | 11:38 |
 | Aether Lens | 6 | 6.00% | 43.8 | 66.67% | +15.61% | +33.33% | +33.33% | 0.00% | 32:07 | 22:33 | 22:59 | 29:19 | 36:22 | 48:07 | 13:23 | 09:54 |
 | Headdress | 12 | 12.00% | 42.2 | 50.00% | -2.27% | -16.67% | +16.67% | 3.99% | 23:02 | -01:28 | 16:20 | 19:07 | 24:41 | 53:14 | 08:21 | 06:11 |
 | Glimmer Cape | 2 | 2.00% | 40.6 | 100.00% | +48.98% | 0.00% | 0.00% | 0.00% | 20:10 | 18:40 | 18:40 | 21:40 | 21:40 | 21:40 | 03:00 | 02:13 |
 | Overwhelming Blink | 2 | 2.00% | 39.1 | 100.00% | +48.98% | 0.00% | 0.00% | 0.00% | 1:08:54 | 1:03:14 | 1:03:14 | 1:14:33 | 1:14:33 | 1:14:33 | 11:19 | 08:22 |
 | Chainmail | 10 | 10.00% | 37.5 | 50.00% | -2.22% | -50.00% | +50.00% | 0.00% | 16:32 | 03:56 | 08:38 | 14:21 | 22:03 | 47:29 | 13:25 | 09:56 |
 | Bracer | 25 | 25.00% | 35.9 | 36.00% | -21.33% | -2.67% | -19.33% | -5.52% | 03:49 | 01:41 | 02:04 | 03:09 | 05:05 | 08:34 | 03:01 | 02:14 |
 | Power Treads | 11 | 11.00% | 34.4 | 45.45% | -7.36% | +54.55% | -12.12% | 0.00% | 09:15 | 05:16 | 07:22 | 09:15 | 09:45 | 16:52 | 02:23 | 01:45 |
 | Heaven's Halberd | 15 | 15.00% | 32.8 | 40.00% | -14.12% | +10.00% | -15.00% | -6.33% | 26:20 | 19:28 | 23:03 | 25:03 | 27:00 | 46:52 | 03:57 | 02:55 |
 | Boots of Bearing | 5 | 5.00% | 31.3 | 60.00% | +8.42% | -60.00% | +40.00% | 0.00% | 30:03 | 18:07 | 18:07 | 31:18 | 35:40 | 40:26 | 17:33 | 13:00 |
 | Bottle | 5 | 5.00% | 29.7 | 60.00% | +8.42% | +40.00% | -60.00% | 0.00% | 01:37 | 01:28 | 01:28 | 01:35 | 01:40 | 01:49 | 00:12 | 00:08 |
 | Ghost Scepter | 13 | 13.00% | 28.1 | 38.46% | -15.56% | +28.21% | -5.13% | -4.40% | 33:47 | 27:02 | 27:35 | 33:37 | 35:10 | 52:48 | 07:35 | 05:37 |
 | Octarine Core | 3 | 3.00% | 26.6 | 66.67% | +15.12% | +33.33% | 0.00% | 0.00% | 42:58 | 28:36 | 28:36 | 48:08 | 52:09 | 52:09 | 23:33 | 17:26 |
 | Linken's Sphere | 3 | 3.00% | 25.0 | 66.67% | +15.12% | +33.33% | 0.00% | 0.00% | 43:29 | 38:14 | 38:14 | 40:15 | 51:58 | 51:58 | 13:44 | 10:10 |
 | Hand of Midas | 3 | 3.00% | 23.4 | 66.67% | +15.12% | +33.33% | 0.00% | 0.00% | 12:03 | 10:07 | 10:07 | 12:48 | 13:14 | 13:14 | 03:07 | 02:18 |
 | Shiva's Guard | 4 | 4.00% | 21.9 | 50.00% | -2.08% | +50.00% | -50.00% | 0.00% | 34:42 | 23:05 | 23:05 | 35:06 | 36:18 | 44:19 | 13:13 | 09:47 |
 | Veil of Discord | 4 | 4.00% | 20.3 | 50.00% | -2.08% | -50.00% | +50.00% | 0.00% | 15:26 | 10:35 | 10:35 | 16:18 | 16:56 | 17:53 | 06:21 | 04:42 |
 | Ethereal Blade | 1 | 1.00% | 18.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:22 | 53:22 | 53:22 | 53:22 | 53:22 | 53:22 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 1.00% | 17.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:08 | 17:08 | 17:08 | 17:08 | 17:08 | 17:08 | 00:00 | 00:00 |
 | Hurricane Pike | 1 | 1.00% | 15.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:13 | 36:13 | 36:13 | 36:13 | 36:13 | 36:13 | 00:00 | 00:00 |
 | Eternal Shroud | 1 | 1.00% | 14.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:21 | 29:21 | 29:21 | 29:21 | 29:21 | 29:21 | 00:00 | 00:00 |
 | Wind Waker | 1 | 1.00% | 12.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:25 | 45:25 | 45:25 | 45:25 | 45:25 | 45:25 | 00:00 | 00:00 |
 | Black King Bar | 11 | 11.00% | 10.9 | 27.27% | -27.79% | +6.06% | +39.40% | 0.00% | 25:59 | 17:54 | 22:10 | 26:15 | 28:50 | 33:44 | 06:40 | 04:56 |
 | Aghanim's Blessing | 2 | 2.00% | 9.4 | 50.00% | -2.04% | +50.00% | 0.00% | 0.00% | 53:16 | 50:41 | 50:41 | 55:51 | 55:51 | 55:51 | 05:10 | 03:49 |
 | Scythe of Vyse | 2 | 2.00% | 7.8 | 50.00% | -2.04% | +50.00% | 0.00% | 0.00% | 42:09 | 36:37 | 36:37 | 47:40 | 47:40 | 47:40 | 11:03 | 08:11 |
 | Dragon Lance | 2 | 2.00% | 6.3 | 50.00% | -2.04% | -50.00% | 0.00% | 0.00% | 26:27 | 17:04 | 17:04 | 35:50 | 35:50 | 35:50 | 18:46 | 13:54 |
 | Phase Boots | 4 | 4.00% | 4.7 | 25.00% | -28.13% | -25.00% | +75.00% | 0.00% | 09:27 | 05:34 | 05:34 | 06:51 | 10:07 | 15:15 | 04:33 | 03:22 |
 | Null Talisman | 1 | 1.00% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:51 | 07:51 | 07:51 | 07:51 | 07:51 | 07:51 | 00:00 | 00:00 |
 | Mekansm | 2 | 2.00% | 1.6 | 0.00% | -53.06% | 0.00% | 0.00% | 0.00% | 14:17 | 10:42 | 10:42 | 17:51 | 17:51 | 17:51 | 07:09 | 05:17 |