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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 | |
 | Shiva's Guard | 32 | 20.78% | 100.0 | 75.00% | +31.56% | +12.50% | 0.00% | -1.04% | 35:25 | 22:56 | 29:46 | 33:40 | 41:45 | 52:21 | 11:59 | 08:52 |
 | Kaya and Sange | 45 | 29.22% | 98.2 | 68.89% | +26.69% | -5.25% | -5.25% | 0.00% | 27:57 | 15:09 | 23:20 | 27:44 | 31:17 | 44:29 | 07:57 | 05:53 |
 | Sange | 52 | 33.77% | 96.4 | 63.46% | +20.32% | -9.61% | +5.77% | 1.87% | 26:30 | 11:28 | 22:14 | 25:26 | 30:28 | 46:05 | 08:14 | 06:05 |
 | Kaya | 56 | 36.36% | 94.6 | 62.50% | +19.64% | +16.07% | -19.64% | -3.77% | 25:41 | 14:48 | 20:16 | 24:22 | 29:44 | 44:03 | 09:28 | 07:00 |
 | Bottle | 49 | 31.82% | 92.9 | 61.22% | +16.46% | +5.45% | -2.89% | -8.34% | 01:42 | 00:41 | 01:24 | 01:32 | 01:45 | 07:49 | 00:21 | 00:15 |
 | Overwhelming Blink | 8 | 5.19% | 91.1 | 87.50% | +39.55% | +12.50% | +12.50% | 0.00% | 45:40 | 34:57 | 35:12 | 48:45 | 51:38 | 56:04 | 16:26 | 12:10 |
 | Black King Bar | 141 | 91.56% | 89.3 | 52.48% | +29.40% | +10.38% | -12.48% | -5.14% | 19:48 | 13:50 | 16:45 | 18:29 | 21:12 | 44:59 | 04:27 | 03:17 |
 | Blink Dagger | 94 | 61.04% | 87.5 | 54.26% | +10.93% | +8.24% | -2.09% | -0.99% | 29:01 | 16:56 | 22:47 | 26:40 | 33:14 | 58:21 | 10:27 | 07:44 |
 | Wind Lace | 128 | 83.12% | 85.7 | 52.34% | +13.88% | +3.91% | -11.71% | -3.76% | 05:24 | -01:30 | 03:14 | 05:16 | 07:23 | 32:35 | 04:09 | 03:04 |
 | Magic Wand | 137 | 88.96% | 83.9 | 51.82% | +16.53% | -7.70% | +4.06% | 2.71% | 07:57 | -01:29 | 05:36 | 07:58 | 09:56 | 24:32 | 04:20 | 03:12 |
 | Void Stone | 40 | 25.97% | 82.1 | 60.00% | +13.51% | -20.00% | 0.00% | 2.71% | 34:43 | 21:40 | 29:34 | 33:46 | 36:56 | 51:06 | 07:22 | 05:27 |
 | Phase Boots | 127 | 82.47% | 80.4 | 51.97% | +11.23% | +4.28% | -17.59% | -8.52% | 08:09 | 04:37 | 06:39 | 07:39 | 09:13 | 24:57 | 02:34 | 01:54 |
 | Chainmail | 127 | 82.47% | 78.6 | 51.97% | +11.23% | -1.97% | -8.22% | -2.25% | 06:59 | 02:10 | 05:21 | 06:26 | 08:08 | 24:20 | 02:47 | 02:03 |
 | Quelling Blade | 77 | 50.00% | 76.8 | 54.55% | +9.10% | -1.92% | +8.61% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:22 | 00:00 | 00:00 |
 | Magic Stick | 141 | 91.56% | 75.0 | 51.06% | +12.60% | -13.92% | +8.94% | 3.83% | 03:48 | -01:29 | 01:01 | 03:11 | 06:59 | 22:06 | 05:58 | 04:25 |
 | Boots of Speed | 154 | 100.00% | 73.2 | 50.00% | +50.00% | -6.41% | -2.63% | 1.89% | 03:51 | -01:29 | 02:39 | 03:42 | 04:39 | 11:25 | 02:00 | 01:28 |
 | Ring of Health | 45 | 29.22% | 71.4 | 55.56% | +7.85% | -10.11% | +8.08% | 0.59% | 23:43 | 02:27 | 04:33 | 29:30 | 35:10 | 51:06 | 30:37 | 22:40 |
 | Falcon Blade | 9 | 5.84% | 69.6 | 77.78% | +29.50% | +22.22% | -77.78% | -37.97% | 11:39 | 07:54 | 08:56 | 10:57 | 11:34 | 23:26 | 02:38 | 01:57 |
 | Aghanim's Scepter | 29 | 18.83% | 67.9 | 55.17% | +6.37% | -40.88% | +16.26% | 7.19% | 31:31 | 24:27 | 25:45 | 29:41 | 33:42 | 54:45 | 07:57 | 05:53 |
 | Fluffy Hat | 14 | 9.09% | 66.1 | 64.29% | +15.72% | +10.71% | -64.29% | -13.01% | 12:31 | 02:58 | 08:19 | 09:47 | 14:05 | 25:23 | 05:46 | 04:16 |
 | Scythe of Vyse | 6 | 3.90% | 64.3 | 83.33% | +34.68% | +16.67% | +16.67% | 0.00% | 38:05 | 32:26 | 33:27 | 36:47 | 43:02 | 45:08 | 09:35 | 07:05 |
 | Refresher Orb | 15 | 9.74% | 62.5 | 60.00% | +11.08% | +15.00% | -35.00% | -10.07% | 39:42 | 28:54 | 35:55 | 40:09 | 40:53 | 51:53 | 04:58 | 03:40 |
 | Bracer | 38 | 24.68% | 60.7 | 47.37% | -3.49% | -27.37% | -2.93% | 12.64% | 02:37 | -01:29 | 01:32 | 02:21 | 03:28 | 09:23 | 01:56 | 01:25 |
 | Arcane Boots | 9 | 5.84% | 58.9 | 66.67% | +17.70% | -16.67% | -16.67% | 0.00% | 15:32 | 11:17 | 11:36 | 12:36 | 12:49 | 41:04 | 01:13 | 00:54 |
 | Ring of Protection | 46 | 29.87% | 57.1 | 43.48% | -9.30% | +14.85% | +1.97% | -2.25% | 07:59 | -01:29 | 04:32 | 08:10 | 10:16 | 36:53 | 05:44 | 04:14 |
 | Linken's Sphere | 10 | 6.49% | 55.4 | 60.00% | +10.69% | -26.67% | -10.00% | 1.86% | 36:22 | 32:04 | 32:37 | 34:18 | 41:36 | 43:25 | 08:59 | 06:39 |
 | Soul Ring | 42 | 27.27% | 53.6 | 40.48% | -13.09% | -13.21% | +9.52% | 6.79% | 09:50 | 03:11 | 07:31 | 08:43 | 10:52 | 36:53 | 03:21 | 02:28 |
 | Aghanim's Shard | 41 | 26.62% | 51.8 | 39.02% | -14.96% | +10.98% | +30.98% | 2.19% | 29:42 | 16:33 | 24:09 | 29:17 | 33:17 | 54:12 | 09:08 | 06:45 |
 | Hood of Defiance | 7 | 4.55% | 50.0 | 57.14% | +7.48% | +42.86% | -7.14% | 0.00% | 12:52 | 07:52 | 08:06 | 09:13 | 13:28 | 29:19 | 05:22 | 03:58 |
 | Heart of Tarrasque | 2 | 1.30% | 48.2 | 100.00% | +50.66% | 0.00% | 0.00% | 0.00% | 54:18 | 50:06 | 50:06 | 58:30 | 58:30 | 58:30 | 08:24 | 06:13 |
 | Buckler | 2 | 1.30% | 46.4 | 100.00% | +50.66% | 0.00% | 0.00% | 0.00% | 33:54 | 32:50 | 32:50 | 34:58 | 34:58 | 34:58 | 02:08 | 01:34 |
 | Lotus Orb | 8 | 5.19% | 44.6 | 50.00% | 0.00% | -50.00% | +50.00% | 0.00% | 33:00 | 23:31 | 30:04 | 31:07 | 34:42 | 44:24 | 04:38 | 03:25 |
 | Tranquil Boots | 17 | 11.04% | 42.9 | 29.41% | -23.14% | -4.41% | -4.41% | 0.00% | 10:16 | 05:18 | 07:39 | 09:17 | 12:09 | 19:29 | 04:30 | 03:20 |
 | Aeon Disk | 4 | 2.60% | 41.1 | 50.00% | 0.00% | +50.00% | +50.00% | 0.00% | 47:27 | 36:24 | 36:24 | 49:26 | 51:54 | 52:05 | 15:30 | 11:28 |
 | Morbid Mask | 1 | 0.65% | 39.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:50 | 32:50 | 32:50 | 32:50 | 32:50 | 32:50 | 00:00 | 00:00 |
 | Yasha | 1 | 0.65% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:21 | 23:21 | 23:21 | 23:21 | 23:21 | 23:21 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 0.65% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:50 | 32:50 | 32:50 | 32:50 | 32:50 | 32:50 | 00:00 | 00:00 |
 | Yasha and Kaya | 1 | 0.65% | 33.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:45 | 23:45 | 23:45 | 23:45 | 23:45 | 23:45 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 0.65% | 32.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:03 | 08:03 | 08:03 | 08:03 | 08:03 | 08:03 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 0.65% | 30.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:41 | 35:41 | 35:41 | 35:41 | 35:41 | 35:41 | 00:00 | 00:00 |
 | Aether Lens | 1 | 0.65% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:36 | 31:36 | 31:36 | 31:36 | 31:36 | 31:36 | 00:00 | 00:00 |
 | Heaven's Halberd | 5 | 3.25% | 26.8 | 40.00% | -10.34% | -40.00% | +60.00% | 0.00% | 33:51 | 24:57 | 24:57 | 31:25 | 35:35 | 46:28 | 10:38 | 07:52 |
 | Ghost Scepter | 6 | 3.90% | 25.0 | 33.33% | -17.35% | +16.67% | -33.33% | 0.00% | 36:47 | 23:57 | 26:15 | 35:43 | 46:42 | 48:38 | 20:27 | 15:08 |
 | Ring of Basilius | 2 | 1.30% | 23.2 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 21:59 | 11:07 | 11:07 | 32:50 | 32:50 | 32:50 | 21:43 | 16:05 |
 | Wind Waker | 2 | 1.30% | 21.4 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 53:45 | 53:40 | 53:40 | 53:49 | 53:49 | 53:49 | 00:09 | 00:06 |
 | Ethereal Blade | 2 | 1.30% | 19.6 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 25:33 | 24:27 | 24:27 | 26:38 | 26:38 | 26:38 | 02:11 | 01:37 |
 | Urn of Shadows | 2 | 1.30% | 17.9 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 10:52 | 09:44 | 09:44 | 12:00 | 12:00 | 12:00 | 02:16 | 01:40 |
 | Eul's Scepter of Divinity | 4 | 2.60% | 16.1 | 25.00% | -25.67% | -25.00% | -25.00% | 0.00% | 45:45 | 36:59 | 36:59 | 46:50 | 48:27 | 50:43 | 11:28 | 08:29 |
 | Force Staff | 4 | 2.60% | 14.3 | 25.00% | -25.67% | +75.00% | -25.00% | 0.00% | 23:18 | 18:58 | 18:58 | 19:26 | 27:22 | 27:25 | 08:24 | 06:13 |
 | Glimmer Cape | 2 | 1.30% | 12.5 | 0.00% | -50.66% | 0.00% | 0.00% | 0.00% | 33:40 | 29:43 | 29:43 | 37:37 | 37:37 | 37:37 | 07:54 | 05:51 |
 | Drum of Endurance | 2 | 1.30% | 10.7 | 0.00% | -50.66% | 0.00% | 0.00% | 0.00% | 52:54 | 52:24 | 52:24 | 53:24 | 53:24 | 53:24 | 01:00 | 00:44 |
 | Vanguard | 1 | 0.65% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:47 | 16:47 | 16:47 | 16:47 | 16:47 | 16:47 | 00:00 | 00:00 |
 | Null Talisman | 1 | 0.65% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:49 | 44:49 | 44:49 | 44:49 | 44:49 | 44:49 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.65% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:13 | 38:13 | 38:13 | 38:13 | 38:13 | 38:13 | 00:00 | 00:00 |
 | Wraith Band | 1 | 0.65% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:57 | 37:57 | 37:57 | 37:57 | 37:57 | 37:57 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 0.65% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:17 | 38:17 | 38:17 | 38:17 | 38:17 | 38:17 | 00:00 | 00:00 |