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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 | |
 | Void Stone | 95 | 59.01% | 100.0 | 68.42% | +29.03% | +6.58% | +6.58% | 0.00% | 25:55 | 11:57 | 19:56 | 25:30 | 31:34 | 40:43 | 11:38 | 08:37 |
 | Linken's Sphere | 48 | 29.81% | 98.1 | 72.92% | +23.36% | +18.75% | +2.08% | -3.38% | 27:36 | 22:34 | 24:56 | 26:34 | 29:52 | 35:20 | 04:56 | 03:39 |
 | Aether Lens | 48 | 29.81% | 96.2 | 72.92% | +23.36% | +18.75% | -22.92% | -5.91% | 35:28 | 27:05 | 31:50 | 35:09 | 38:53 | 48:15 | 07:03 | 05:13 |
 | Octarine Core | 39 | 24.22% | 94.2 | 74.36% | +23.54% | +5.64% | -14.36% | -3.45% | 36:53 | 28:58 | 33:52 | 36:07 | 39:40 | 48:15 | 05:48 | 04:17 |
 | Ring of Health | 52 | 32.30% | 92.3 | 71.15% | +21.61% | +13.47% | +13.47% | 0.00% | 25:18 | 17:10 | 21:25 | 24:49 | 28:43 | 34:44 | 07:18 | 05:24 |
 | Kaya | 116 | 72.05% | 90.4 | 59.48% | +10.59% | +12.93% | +6.04% | -1.08% | 24:48 | 17:28 | 21:28 | 24:16 | 27:50 | 38:21 | 06:22 | 04:42 |
 | Witch Blade | 157 | 97.52% | 88.5 | 57.32% | +32.32% | +4.22% | -16.29% | -8.43% | 12:24 | 07:14 | 11:04 | 12:12 | 13:30 | 25:53 | 02:26 | 01:48 |
 | Chainmail | 157 | 97.52% | 86.5 | 57.32% | +32.32% | -6.04% | -3.47% | 0.94% | 10:37 | 03:14 | 09:16 | 10:31 | 12:00 | 25:14 | 02:44 | 02:01 |
 | Kaya and Sange | 96 | 59.63% | 84.6 | 59.38% | +7.07% | +7.29% | -1.05% | -1.77% | 27:11 | 21:10 | 24:29 | 26:07 | 29:12 | 38:37 | 04:43 | 03:29 |
 | Null Talisman | 132 | 81.99% | 82.7 | 57.58% | +5.86% | 0.00% | -6.06% | -5.05% | 04:09 | -00:26 | 03:26 | 03:56 | 04:38 | 14:02 | 01:12 | 00:53 |
 | Blink Dagger | 159 | 98.76% | 80.8 | 56.60% | +6.60% | +3.40% | -9.10% | -4.44% | 17:39 | 11:29 | 15:57 | 17:09 | 18:46 | 27:15 | 02:49 | 02:05 |
 | Boots of Speed | 161 | 100.00% | 78.8 | 56.52% | +56.52% | -4.02% | +3.48% | 2.54% | 07:02 | 02:49 | 05:02 | 06:05 | 07:59 | 24:34 | 02:57 | 02:11 |
 | Bottle | 158 | 98.14% | 76.9 | 56.33% | -10.34% | -1.33% | +10.34% | 11.67% | 01:28 | 00:31 | 01:13 | 01:23 | 01:35 | 06:56 | 00:22 | 00:16 |
 | Magic Wand | 149 | 92.55% | 75.0 | 56.38% | -1.95% | -13.14% | +8.48% | 6.42% | 06:06 | -01:29 | 03:45 | 05:08 | 07:07 | 22:52 | 03:22 | 02:29 |
 | Magic Stick | 148 | 91.93% | 73.1 | 56.08% | -5.46% | -10.13% | +0.68% | 2.96% | 04:32 | -01:29 | 02:15 | 02:54 | 05:54 | 22:52 | 03:39 | 02:42 |
 | Sange | 100 | 62.11% | 71.2 | 58.00% | +3.90% | +10.00% | -6.00% | -2.98% | 26:20 | 17:58 | 23:37 | 25:34 | 28:59 | 35:49 | 05:22 | 03:58 |
 | Aeon Disk | 32 | 19.88% | 69.2 | 62.50% | +7.46% | 0.00% | 0.00% | 0.00% | 34:45 | 21:44 | 28:57 | 32:32 | 36:58 | 1:07:50 | 08:01 | 05:56 |
 | Shiva's Guard | 9 | 5.59% | 67.3 | 77.78% | +22.52% | -27.78% | +22.22% | 0.00% | 33:37 | 29:35 | 30:57 | 33:40 | 34:36 | 37:24 | 03:39 | 02:42 |
 | Arcane Boots | 11 | 6.83% | 65.4 | 72.73% | +17.40% | -6.06% | -6.06% | 0.00% | 24:44 | 17:17 | 18:52 | 24:59 | 26:54 | 39:16 | 08:02 | 05:57 |
 | Overwhelming Blink | 28 | 17.39% | 63.5 | 57.14% | +0.75% | 0.00% | -14.28% | -1.53% | 40:52 | 26:09 | 36:31 | 40:56 | 45:50 | 51:19 | 09:19 | 06:54 |
 | Power Treads | 54 | 33.54% | 61.5 | 50.00% | -9.81% | +7.14% | -19.23% | -4.04% | 10:49 | 05:42 | 07:36 | 08:13 | 14:08 | 32:59 | 06:32 | 04:50 |
 | Wind Lace | 25 | 15.53% | 59.6 | 56.00% | -0.62% | +27.33% | -39.33% | -10.42% | 18:48 | 11:12 | 15:04 | 17:12 | 21:28 | 31:27 | 06:24 | 04:44 |
 | Black King Bar | 12 | 7.45% | 57.7 | 66.67% | +10.97% | +33.33% | 0.00% | -6.90% | 34:57 | 23:40 | 29:42 | 31:44 | 34:32 | 59:21 | 04:50 | 03:34 |
 | Eul's Scepter of Divinity | 24 | 14.91% | 55.8 | 54.17% | -2.76% | +12.50% | -20.84% | -5.39% | 20:47 | 15:26 | 16:44 | 18:38 | 22:55 | 31:57 | 06:11 | 04:34 |
 | Ethereal Blade | 11 | 6.83% | 53.8 | 63.64% | +7.64% | -30.31% | +3.03% | 0.00% | 30:50 | 23:50 | 27:37 | 31:57 | 32:35 | 34:37 | 04:58 | 03:40 |
 | Revenant's Brooch | 7 | 4.35% | 51.9 | 71.43% | +15.59% | +28.57% | -71.43% | 0.00% | 46:52 | 37:33 | 39:27 | 44:53 | 51:43 | 56:12 | 12:16 | 09:05 |
 | Ghost Scepter | 12 | 7.45% | 50.0 | 58.33% | +1.95% | -25.00% | +8.34% | 5.99% | 30:18 | 22:42 | 26:43 | 31:05 | 32:17 | 34:41 | 05:34 | 04:07 |
 | Aghanim's Shard | 4 | 2.48% | 48.1 | 75.00% | +18.95% | +25.00% | +25.00% | 0.00% | 48:35 | 39:13 | 39:13 | 46:09 | 51:00 | 57:59 | 11:47 | 08:43 |
 | Dagon (level 5) | 4 | 2.48% | 46.2 | 75.00% | +18.95% | +25.00% | +25.00% | 0.00% | 36:28 | 24:58 | 24:58 | 31:36 | 44:27 | 44:50 | 19:29 | 14:25 |
 | Force Staff | 4 | 2.48% | 44.2 | 75.00% | +18.95% | +25.00% | +25.00% | 0.00% | 33:09 | 26:19 | 26:19 | 28:04 | 34:57 | 43:17 | 08:38 | 06:23 |
 | Fluffy Hat | 4 | 2.48% | 42.3 | 75.00% | +18.95% | +25.00% | +25.00% | 0.00% | 32:31 | 26:19 | 26:19 | 27:56 | 34:57 | 40:52 | 08:38 | 06:23 |
 | Urn of Shadows | 7 | 4.35% | 40.4 | 57.14% | +0.65% | +42.86% | +42.86% | 0.00% | 07:53 | 04:24 | 05:36 | 07:04 | 09:30 | 12:01 | 03:54 | 02:53 |
 | Ring of Protection | 7 | 4.35% | 38.5 | 57.14% | +0.65% | -7.14% | +42.86% | 0.00% | 06:18 | -01:20 | 04:52 | 05:56 | 08:07 | 11:03 | 03:15 | 02:24 |
 | Spirit Vessel | 7 | 4.35% | 36.5 | 57.14% | +0.65% | +42.86% | +42.86% | 0.00% | 13:36 | 11:28 | 11:30 | 13:17 | 14:04 | 16:42 | 02:34 | 01:54 |
 | Dagon (level 3) | 11 | 6.83% | 34.6 | 45.45% | -11.88% | +21.22% | -12.12% | 0.00% | 37:11 | 22:12 | 30:56 | 38:44 | 40:13 | 52:03 | 09:17 | 06:52 |
 | Dagon (level 2) | 12 | 7.45% | 32.7 | 41.67% | -16.05% | +25.00% | -8.34% | -2.68% | 34:43 | 20:38 | 27:44 | 32:43 | 40:11 | 49:12 | 12:27 | 09:13 |
 | Dagon | 12 | 7.45% | 30.8 | 41.67% | -16.05% | +25.00% | -8.34% | -2.61% | 33:07 | 19:11 | 25:40 | 30:32 | 38:25 | 49:12 | 12:45 | 09:26 |
 | Crown | 13 | 8.07% | 28.8 | 38.46% | -19.65% | +28.21% | -5.13% | -2.49% | 32:45 | 19:04 | 25:02 | 30:32 | 38:25 | 49:12 | 13:23 | 09:54 |
 | Dagon (level 4) | 6 | 3.73% | 26.9 | 50.00% | -6.77% | +50.00% | -50.00% | 0.00% | 39:05 | 24:58 | 30:33 | 40:05 | 43:22 | 52:19 | 12:49 | 09:29 |
 | Aghanim's Blessing | 3 | 1.86% | 25.0 | 66.67% | +10.34% | +33.33% | 0.00% | 0.00% | 1:02:57 | 56:36 | 56:36 | 1:05:55 | 1:06:19 | 1:06:19 | 09:43 | 07:11 |
 | Aghanim's Scepter | 4 | 2.48% | 23.1 | 50.00% | -6.69% | -50.00% | +50.00% | 0.00% | 56:00 | 35:09 | 35:09 | 56:36 | 1:05:55 | 1:06:19 | 30:46 | 22:47 |
 | Shadow Blade | 1 | 0.62% | 21.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:46 | 35:46 | 35:46 | 35:46 | 35:46 | 35:46 | 00:00 | 00:00 |
 | Silver Edge | 1 | 0.62% | 19.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:19 | 37:19 | 37:19 | 37:19 | 37:19 | 37:19 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.62% | 17.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:13:13 | 1:13:13 | 1:13:13 | 1:13:13 | 1:13:13 | 1:13:13 | 00:00 | 00:00 |
 | Dragon Lance | 1 | 0.62% | 15.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:50 | 40:50 | 40:50 | 40:50 | 40:50 | 40:50 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 0.62% | 13.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:56 | 46:56 | 46:56 | 46:56 | 46:56 | 46:56 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 0.62% | 11.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:14 | 18:14 | 18:14 | 18:14 | 18:14 | 18:14 | 00:00 | 00:00 |
 | Crystalys | 1 | 0.62% | 9.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:00 | 37:00 | 37:00 | 37:00 | 37:00 | 37:00 | 00:00 | 00:00 |
 | Wind Waker | 1 | 0.62% | 7.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:21 | 50:21 | 50:21 | 50:21 | 50:21 | 50:21 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 0.62% | 5.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:16 | 11:16 | 11:16 | 11:16 | 11:16 | 11:16 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 0.62% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:13 | 05:13 | 05:13 | 05:13 | 05:13 | 05:13 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 0.62% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:38 | 15:38 | 15:38 | 15:38 | 15:38 | 15:38 | 00:00 | 00:00 |