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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 | |
 | Aether Lens | 14 | 6.76% | 100.0 | 92.86% | +45.19% | +7.14% | +7.14% | 0.00% | 29:44 | 22:05 | 24:59 | 29:33 | 35:09 | 36:40 | 10:10 | 07:31 |
 | Octarine Core | 12 | 5.80% | 98.6 | 91.67% | +43.46% | +8.33% | -25.00% | 0.00% | 34:53 | 27:09 | 31:44 | 33:41 | 37:02 | 42:50 | 05:18 | 03:55 |
 | Blink Dagger | 64 | 30.92% | 97.1 | 70.31% | +28.35% | -1.56% | +10.94% | 1.49% | 30:15 | 17:53 | 25:03 | 28:34 | 33:26 | 55:13 | 08:23 | 06:12 |
 | Kaya | 61 | 29.47% | 95.7 | 68.85% | +25.70% | -15.52% | +24.48% | 3.57% | 21:34 | 08:41 | 13:53 | 20:17 | 25:06 | 51:17 | 11:13 | 08:18 |
 | Kaya and Sange | 54 | 26.09% | 94.3 | 68.52% | +24.08% | -11.38% | +8.40% | 1.73% | 24:39 | 12:53 | 16:59 | 23:13 | 28:25 | 51:17 | 11:26 | 08:28 |
 | Sange | 96 | 46.38% | 92.9 | 60.42% | +18.08% | -6.25% | +2.08% | 0.79% | 25:02 | 12:37 | 18:47 | 24:26 | 29:22 | 47:09 | 10:35 | 07:50 |
 | Black King Bar | 141 | 68.12% | 91.4 | 58.16% | +23.31% | -9.59% | -1.02% | 1.13% | 25:29 | 13:17 | 20:54 | 23:50 | 28:28 | 1:01:12 | 07:34 | 05:36 |
 | Shiva's Guard | 59 | 28.50% | 90.0 | 62.71% | +16.76% | +10.62% | -9.38% | -3.75% | 34:09 | 21:25 | 30:26 | 32:56 | 35:46 | 53:57 | 05:20 | 03:57 |
 | Void Stone | 75 | 36.23% | 88.6 | 60.00% | +14.55% | -28.42% | -12.63% | 0.86% | 28:18 | 04:24 | 18:29 | 29:31 | 36:56 | 59:52 | 18:27 | 13:40 |
 | Guardian Greaves | 117 | 56.52% | 87.1 | 57.26% | +15.04% | +11.71% | -22.78% | -9.16% | 16:54 | 12:00 | 14:34 | 16:21 | 18:20 | 34:39 | 03:46 | 02:47 |
 | Buckler | 121 | 58.45% | 85.7 | 56.20% | +13.18% | +13.80% | -9.53% | -5.43% | 14:31 | 09:27 | 11:48 | 13:49 | 16:06 | 42:50 | 04:18 | 03:11 |
 | Ring of Protection | 125 | 60.39% | 84.3 | 56.00% | +13.32% | +8.52% | -14.06% | -5.21% | 13:01 | -01:29 | 10:45 | 12:41 | 15:05 | 42:49 | 04:20 | 03:12 |
 | Mekansm | 125 | 60.39% | 82.9 | 54.40% | +9.28% | +16.57% | -15.69% | -13.54% | 11:50 | 07:32 | 10:36 | 11:29 | 12:59 | 16:58 | 02:23 | 01:45 |
 | Scythe of Vyse | 29 | 14.01% | 81.4 | 65.52% | +17.21% | -22.66% | +5.91% | 3.19% | 41:26 | 30:05 | 35:54 | 42:13 | 44:51 | 59:52 | 08:57 | 06:37 |
 | Headdress | 127 | 61.35% | 80.0 | 53.54% | +7.29% | -0.41% | -9.79% | -2.90% | 09:29 | 02:24 | 07:39 | 09:10 | 10:53 | 31:12 | 03:14 | 02:23 |
 | Chainmail | 154 | 74.40% | 78.6 | 52.60% | +7.32% | +1.25% | -7.86% | -3.46% | 09:04 | 03:15 | 07:42 | 08:54 | 10:20 | 19:45 | 02:38 | 01:57 |
 | Boots of Travel | 22 | 10.63% | 77.1 | 68.18% | +19.53% | -1.51% | +11.82% | 1.05% | 36:37 | 15:59 | 31:18 | 33:24 | 44:01 | 56:47 | 12:43 | 09:25 |
 | Wraith Band | 97 | 46.86% | 75.7 | 54.64% | +7.37% | +16.19% | +7.86% | -5.21% | 03:35 | -01:29 | 01:35 | 02:08 | 03:11 | 35:11 | 01:36 | 01:11 |
 | Wind Lace | 122 | 58.94% | 74.3 | 53.28% | +6.22% | -11.34% | +3.39% | 1.98% | 07:53 | -01:30 | 03:39 | 06:24 | 11:05 | 25:26 | 07:26 | 05:30 |
 | Boots of Speed | 207 | 100.00% | 72.9 | 50.72% | +50.72% | +5.05% | -12.26% | -10.60% | 03:32 | -01:30 | 02:47 | 03:29 | 04:25 | 09:17 | 01:38 | 01:12 |
 | Magic Stick | 169 | 81.64% | 71.4 | 51.48% | +4.11% | +5.66% | -1.48% | -1.66% | 03:35 | -01:29 | 01:26 | 02:38 | 05:44 | 21:55 | 04:18 | 03:11 |
 | Arcane Boots | 129 | 62.32% | 70.0 | 52.71% | +5.27% | +12.92% | -21.46% | -20.22% | 06:48 | 03:45 | 05:49 | 06:37 | 07:31 | 13:33 | 01:42 | 01:15 |
 | Magic Wand | 190 | 91.79% | 68.6 | 50.53% | -2.41% | +1.55% | -5.85% | -1.56% | 05:03 | -01:30 | 02:50 | 05:08 | 07:34 | 22:01 | 04:44 | 03:30 |
 | Ring of Health | 58 | 28.02% | 67.1 | 56.90% | +8.58% | -3.57% | -14.04% | -0.76% | 23:52 | 08:56 | 15:40 | 19:41 | 29:31 | 55:37 | 13:51 | 10:15 |
 | Crown | 33 | 15.94% | 65.7 | 60.61% | +11.76% | +1.89% | +1.89% | 0.00% | 09:31 | 02:50 | 05:59 | 07:42 | 09:47 | 29:15 | 03:48 | 02:48 |
 | Rod of Atos | 31 | 14.98% | 64.3 | 61.29% | +12.43% | +26.21% | +1.21% | -10.64% | 13:03 | 09:16 | 11:11 | 12:07 | 13:32 | 29:20 | 02:21 | 01:44 |
 | Hood of Defiance | 22 | 10.63% | 62.9 | 63.64% | +14.45% | -13.64% | -23.64% | -1.70% | 16:25 | 09:17 | 13:44 | 16:01 | 19:37 | 24:48 | 05:53 | 04:21 |
 | Heaven's Halberd | 39 | 18.84% | 61.4 | 56.41% | +7.01% | +13.59% | +3.59% | -1.08% | 29:32 | 20:07 | 23:28 | 29:29 | 32:45 | 43:17 | 09:17 | 06:52 |
 | Quelling Blade | 37 | 17.87% | 60.0 | 56.76% | +7.35% | -23.43% | +9.91% | 3.68% | 05:18 | -01:30 | -01:29 | 05:34 | 10:33 | 22:44 | 12:02 | 08:54 |
 | Aeon Disk | 9 | 4.35% | 58.6 | 77.78% | +28.29% | -27.78% | -27.78% | 0.00% | 45:32 | 34:50 | 36:20 | 45:05 | 50:36 | 57:52 | 14:16 | 10:34 |
 | Overwhelming Blink | 9 | 4.35% | 57.1 | 77.78% | +28.29% | -27.78% | -27.78% | 0.00% | 45:32 | 34:26 | 38:10 | 43:57 | 47:56 | 1:01:08 | 09:46 | 07:14 |
 | Pipe of Insight | 21 | 10.14% | 55.7 | 61.90% | +12.44% | -21.90% | +18.10% | 8.16% | 21:16 | 15:39 | 17:49 | 21:33 | 22:43 | 31:13 | 04:54 | 03:37 |
 | Bottle | 65 | 31.40% | 54.3 | 49.23% | -2.18% | +25.77% | -17.98% | -43.75% | 01:28 | 00:02 | 01:17 | 01:26 | 01:40 | 02:36 | 00:23 | 00:17 |
 | Aghanim's Shard | 49 | 23.67% | 52.9 | 48.98% | -2.29% | +17.69% | -7.31% | -2.12% | 34:30 | 18:50 | 27:54 | 34:38 | 39:41 | 53:52 | 11:47 | 08:43 |
 | Refresher Orb | 10 | 4.83% | 51.4 | 70.00% | +20.25% | +30.00% | -70.00% | 0.00% | 49:14 | 35:00 | 41:48 | 45:55 | 56:47 | 60:59 | 14:59 | 11:05 |
 | Phase Boots | 28 | 13.53% | 50.0 | 50.00% | -0.84% | +7.14% | -7.14% | -9.52% | 08:47 | 05:39 | 06:39 | 07:08 | 08:09 | 29:00 | 01:30 | 01:06 |
 | Urn of Shadows | 7 | 3.38% | 48.6 | 71.43% | +21.43% | -21.43% | -21.43% | 0.00% | 05:45 | 03:13 | 03:15 | 06:10 | 06:28 | 09:30 | 03:13 | 02:22 |
 | Spirit Vessel | 3 | 1.45% | 47.1 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 12:24 | 11:13 | 11:13 | 12:33 | 13:27 | 13:27 | 02:14 | 01:39 |
 | Ethereal Blade | 3 | 1.45% | 45.7 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 33:21 | 30:23 | 30:23 | 32:28 | 37:11 | 37:11 | 06:48 | 05:02 |
 | Lotus Orb | 17 | 8.21% | 44.3 | 52.94% | +2.41% | -27.94% | -27.94% | 0.00% | 26:17 | 15:34 | 20:27 | 24:44 | 28:13 | 44:08 | 07:46 | 05:45 |
 | Power Treads | 27 | 13.04% | 42.9 | 40.74% | -11.48% | +30.69% | -26.45% | -27.87% | 07:35 | 04:35 | 06:02 | 07:19 | 08:05 | 15:33 | 02:03 | 01:31 |
 | Ghost Scepter | 10 | 4.83% | 41.4 | 50.00% | -0.76% | +16.67% | -50.00% | 0.00% | 34:35 | 23:56 | 28:08 | 35:48 | 40:15 | 46:10 | 12:07 | 08:58 |
 | Linken's Sphere | 10 | 4.83% | 40.0 | 50.00% | -0.76% | +50.00% | 0.00% | 0.00% | 36:12 | 29:14 | 29:57 | 34:40 | 38:35 | 46:26 | 08:38 | 06:23 |
 | Force Staff | 7 | 3.38% | 38.6 | 57.14% | +6.64% | -7.14% | -7.14% | 0.00% | 27:29 | 11:23 | 17:46 | 24:14 | 36:26 | 40:07 | 18:40 | 13:49 |
 | Null Talisman | 15 | 7.25% | 37.1 | 40.00% | -11.56% | +10.00% | -40.00% | 0.00% | 03:19 | 01:15 | 01:56 | 03:15 | 03:56 | 07:04 | 02:00 | 01:28 |
 | Fluffy Hat | 26 | 12.56% | 35.7 | 30.77% | -22.82% | -2.20% | +2.56% | 0.46% | 10:59 | 01:10 | 05:14 | 07:16 | 15:38 | 36:08 | 10:24 | 07:42 |
 | Eul's Scepter of Divinity | 17 | 8.21% | 34.3 | 35.29% | -16.82% | -35.29% | +39.71% | 16.48% | 15:44 | 10:09 | 12:48 | 14:34 | 17:21 | 26:54 | 04:33 | 03:22 |
 | Boots of Travel 2 | 6 | 2.90% | 32.9 | 50.00% | -0.75% | 0.00% | +50.00% | 0.00% | 52:02 | 45:53 | 46:52 | 51:05 | 54:29 | 60:59 | 07:37 | 05:38 |
 | Assault Cuirass | 3 | 1.45% | 31.4 | 66.67% | +16.18% | +33.33% | 0.00% | 0.00% | 50:27 | 43:12 | 43:12 | 43:38 | 1:04:31 | 1:04:31 | 21:19 | 15:47 |
 | Cornucopia | 3 | 1.45% | 30.0 | 66.67% | +16.18% | +33.33% | 0.00% | 0.00% | 47:36 | 41:39 | 41:39 | 43:45 | 57:23 | 57:23 | 15:44 | 11:39 |
 | Falcon Blade | 16 | 7.73% | 28.6 | 31.25% | -21.11% | +18.75% | -31.25% | 0.00% | 06:59 | 03:34 | 05:17 | 06:55 | 08:48 | 10:48 | 03:31 | 02:36 |
 | Aghanim's Blessing | 1 | 0.48% | 27.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:07 | 1:01:07 | 1:01:07 | 1:01:07 | 1:01:07 | 1:01:07 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 0.48% | 25.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:01 | 26:01 | 26:01 | 26:01 | 26:01 | 26:01 | 00:00 | 00:00 |
 | Solar Crest | 1 | 0.48% | 24.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:15 | 21:15 | 21:15 | 21:15 | 21:15 | 21:15 | 00:00 | 00:00 |
 | Echo Sabre | 1 | 0.48% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:27 | 25:27 | 25:27 | 25:27 | 25:27 | 25:27 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 0.48% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:15 | 21:15 | 21:15 | 21:15 | 21:15 | 21:15 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 0.48% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:24 | 53:24 | 53:24 | 53:24 | 53:24 | 53:24 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 0.48% | 18.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:38 | 43:38 | 43:38 | 43:38 | 43:38 | 43:38 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 0.48% | 17.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:07 | 1:01:07 | 1:01:07 | 1:01:07 | 1:01:07 | 1:01:07 | 00:00 | 00:00 |
 | Blight Stone | 2 | 0.97% | 15.7 | 50.00% | -0.73% | +50.00% | 0.00% | 0.00% | 47:54 | 20:43 | 20:43 | 1:15:04 | 1:15:04 | 1:15:04 | 54:21 | 40:15 |
 | Wind Waker | 2 | 0.97% | 14.3 | 50.00% | -0.73% | -50.00% | 0.00% | 0.00% | 52:49 | 44:14 | 44:14 | 1:01:23 | 1:01:23 | 1:01:23 | 17:09 | 12:42 |
 | Tranquil Boots | 3 | 1.45% | 12.9 | 33.33% | -17.65% | +66.67% | 0.00% | 0.00% | 15:22 | 07:42 | 07:42 | 12:48 | 25:36 | 25:36 | 17:54 | 13:15 |
 | Dagon | 1 | 0.48% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:50 | 47:50 | 47:50 | 47:50 | 47:50 | 47:50 | 00:00 | 00:00 |
 | Witch Blade | 1 | 0.48% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:28 | 11:28 | 11:28 | 11:28 | 11:28 | 11:28 | 00:00 | 00:00 |
 | Drum of Endurance | 3 | 1.45% | 8.6 | 0.00% | -51.47% | 0.00% | 0.00% | 0.00% | 19:39 | 12:49 | 12:49 | 22:21 | 23:46 | 23:46 | 10:57 | 08:06 |
 | Desolator | 1 | 0.48% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:15:04 | 1:15:04 | 1:15:04 | 1:15:04 | 1:15:04 | 1:15:04 | 00:00 | 00:00 |
 | Blade Mail | 1 | 0.48% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:08 | 25:08 | 25:08 | 25:08 | 25:08 | 25:08 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 0.48% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:16 | 33:16 | 33:16 | 33:16 | 33:16 | 33:16 | 00:00 | 00:00 |
 | Diadem | 1 | 0.48% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:50 | 47:50 | 47:50 | 47:50 | 47:50 | 47:50 | 00:00 | 00:00 |
 | Pavise | 1 | 0.48% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:30 | 04:30 | 04:30 | 04:30 | 04:30 | 04:30 | 00:00 | 00:00 |