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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 | |
 | Overwhelming Blink | 10 | 10.10% | 100.0 | 90.00% | +42.81% | -23.33% | +10.00% | 10.05% | 38:35 | 35:49 | 36:51 | 37:41 | 40:10 | 42:45 | 03:19 | 02:27 |
 | Aghanim's Shard | 16 | 16.16% | 98.1 | 81.25% | +35.47% | -6.25% | +18.75% | 1.85% | 29:49 | 20:21 | 23:28 | 28:14 | 36:59 | 41:37 | 13:31 | 10:00 |
 | Ring of Health | 12 | 12.12% | 96.3 | 83.33% | +36.20% | -16.66% | -16.66% | 0.00% | 48:20 | 34:03 | 39:45 | 47:56 | 51:58 | 1:09:30 | 12:13 | 09:02 |
 | Blink Dagger | 81 | 81.82% | 94.4 | 59.26% | +42.59% | -4.26% | +5.74% | 2.43% | 20:01 | 13:30 | 17:23 | 19:55 | 21:30 | 36:29 | 04:07 | 03:02 |
 | Orchid Malevolence | 8 | 8.08% | 92.6 | 87.50% | +39.15% | +12.50% | -37.50% | -9.97% | 32:33 | 28:59 | 29:25 | 31:35 | 34:26 | 38:30 | 05:01 | 03:42 |
 | Vanguard | 5 | 5.05% | 90.7 | 100.00% | +51.06% | 0.00% | 0.00% | 0.00% | 42:54 | 34:03 | 34:03 | 43:30 | 47:56 | 50:47 | 13:53 | 10:17 |
 | Abyssal Blade | 5 | 5.05% | 88.9 | 100.00% | +51.06% | 0.00% | 0.00% | 0.00% | 43:03 | 34:18 | 34:18 | 43:41 | 47:56 | 51:00 | 13:38 | 10:05 |
 | Desolator | 77 | 77.78% | 87.0 | 57.14% | +25.32% | +11.28% | -15.03% | -9.93% | 18:09 | 14:42 | 16:38 | 17:56 | 19:17 | 23:37 | 02:39 | 01:57 |
 | Buckler | 31 | 31.31% | 85.2 | 64.52% | +18.93% | +10.48% | -27.02% | -5.01% | 30:57 | 23:10 | 26:24 | 30:33 | 33:53 | 49:50 | 07:29 | 05:32 |
 | Ring of Protection | 65 | 65.66% | 83.3 | 56.92% | +15.74% | -0.67% | -0.67% | 0.00% | 13:30 | -01:29 | 05:46 | 10:28 | 23:24 | 37:21 | 17:38 | 13:03 |
 | Blight Stone | 80 | 80.81% | 81.5 | 55.00% | +18.16% | +20.00% | -5.00% | -5.75% | 14:13 | 06:43 | 12:05 | 13:11 | 16:26 | 23:13 | 04:21 | 03:13 |
 | Soul Ring | 46 | 46.46% | 79.6 | 58.70% | +13.42% | +7.97% | -4.15% | -2.10% | 09:42 | 02:27 | 06:43 | 10:35 | 12:30 | 17:34 | 05:47 | 04:17 |
 | Phase Boots | 96 | 96.97% | 77.8 | 53.13% | +53.13% | -7.30% | +1.04% | 1.55% | 09:47 | 04:57 | 06:34 | 10:54 | 11:56 | 19:50 | 05:22 | 03:58 |
 | Black King Bar | 73 | 73.74% | 75.9 | 54.79% | +12.48% | +11.88% | -15.90% | -6.86% | 27:29 | 19:28 | 24:22 | 26:06 | 28:25 | 54:36 | 04:03 | 03:00 |
 | Armlet of Mordiggian | 97 | 97.98% | 74.1 | 52.58% | +52.58% | +1.59% | -10.91% | -3.87% | 10:14 | 07:15 | 08:20 | 10:13 | 11:34 | 15:24 | 03:14 | 02:23 |
 | Chainmail | 97 | 97.98% | 72.2 | 52.58% | +52.58% | -2.58% | -10.91% | -1.38% | 08:40 | 01:48 | 05:13 | 09:58 | 11:14 | 22:00 | 06:01 | 04:27 |
 | Helm of Iron Will | 97 | 97.98% | 70.4 | 52.58% | +52.58% | +5.75% | -6.75% | -2.53% | 05:35 | 02:21 | 03:25 | 03:54 | 08:21 | 13:20 | 04:56 | 03:39 |
 | Assault Cuirass | 29 | 29.29% | 68.5 | 62.07% | +14.93% | +23.64% | -19.21% | -6.15% | 32:27 | 23:32 | 28:34 | 31:43 | 35:32 | 50:04 | 06:58 | 05:09 |
 | Quelling Blade | 99 | 100.00% | 66.7 | 51.52% | +51.52% | +4.48% | +8.48% | 0.00% | -01:27 | -01:29 | -01:29 | -01:29 | -01:29 | 00:28 | 00:00 | 00:00 |
 | Boots of Speed | 99 | 100.00% | 64.8 | 51.52% | +51.52% | +0.48% | -3.52% | -0.76% | 06:37 | 01:39 | 03:48 | 06:29 | 09:04 | 12:03 | 05:16 | 03:54 |
 | Silver Edge | 23 | 23.23% | 63.0 | 60.87% | +12.19% | +5.80% | -10.87% | -4.15% | 31:59 | 22:59 | 28:48 | 32:02 | 32:49 | 42:36 | 04:01 | 02:58 |
 | Crystalys | 24 | 24.24% | 61.1 | 58.33% | +9.00% | +8.34% | -8.33% | -4.00% | 31:47 | 22:52 | 28:22 | 31:48 | 32:32 | 42:01 | 04:10 | 03:05 |
 | Shadow Blade | 24 | 24.24% | 59.3 | 58.33% | +9.00% | -8.33% | +8.34% | 4.49% | 28:44 | 16:47 | 27:03 | 29:01 | 30:46 | 41:59 | 03:43 | 02:45 |
 | Magic Wand | 63 | 63.64% | 57.4 | 49.21% | -6.35% | -24.21% | -17.96% | 0.93% | 10:33 | 02:46 | 06:09 | 11:34 | 12:51 | 21:26 | 06:42 | 04:57 |
 | Magic Stick | 68 | 68.69% | 55.6 | 48.53% | -9.53% | +4.41% | -1.47% | -2.11% | 02:23 | -01:29 | -01:29 | 00:33 | 04:16 | 17:29 | 05:45 | 04:15 |
 | Bloodthorn | 6 | 6.06% | 53.7 | 83.33% | +33.87% | +16.67% | -83.33% | 0.00% | 35:05 | 31:59 | 32:51 | 34:40 | 35:56 | 39:31 | 03:05 | 02:17 |
 | Swift Blink | 12 | 12.12% | 51.9 | 66.67% | +17.24% | -33.34% | +33.33% | 13.75% | 40:20 | 35:26 | 36:56 | 39:12 | 41:47 | 48:21 | 04:51 | 03:35 |
 | Skull Basher | 10 | 10.10% | 50.0 | 70.00% | +20.56% | -3.33% | +30.00% | 2.49% | 45:01 | 30:05 | 36:52 | 45:15 | 50:14 | 1:09:06 | 13:22 | 09:54 |
 | Moon Shard | 3 | 3.03% | 48.1 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 39:18 | 26:56 | 26:56 | 35:04 | 55:53 | 55:53 | 28:57 | 21:26 |
 | Void Stone | 7 | 7.07% | 46.3 | 71.43% | +21.43% | -21.43% | +28.57% | 0.00% | 52:13 | 39:45 | 41:24 | 51:58 | 54:00 | 1:09:30 | 12:36 | 09:20 |
 | Eye of Skadi | 7 | 7.07% | 44.4 | 71.43% | +21.43% | +28.57% | -21.43% | 0.00% | 33:07 | 27:23 | 29:56 | 33:47 | 34:36 | 37:27 | 04:40 | 03:27 |
 | Mjollnir | 5 | 5.05% | 42.6 | 80.00% | +30.00% | +20.00% | -80.00% | 0.00% | 33:55 | 24:07 | 24:07 | 34:24 | 37:32 | 40:07 | 13:25 | 09:56 |
 | Refresher Orb | 5 | 5.05% | 40.7 | 80.00% | +30.00% | +20.00% | +20.00% | 0.00% | 53:10 | 41:27 | 41:27 | 51:59 | 54:12 | 1:09:30 | 12:45 | 09:26 |
 | Maelstrom | 5 | 5.05% | 38.9 | 80.00% | +30.00% | +20.00% | +20.00% | 0.00% | 31:19 | 19:52 | 19:52 | 33:24 | 34:16 | 37:08 | 14:24 | 10:40 |
 | Javelin | 12 | 12.12% | 37.0 | 50.00% | -1.72% | -16.67% | -16.67% | 0.00% | 36:18 | 19:52 | 27:43 | 31:53 | 37:08 | 1:11:57 | 09:25 | 06:58 |
 | Divine Rapier | 4 | 4.04% | 35.2 | 75.00% | +24.47% | -75.00% | +25.00% | 0.00% | 46:32 | 44:22 | 44:22 | 45:11 | 48:16 | 48:17 | 03:54 | 02:53 |
 | Aghanim's Blessing | 2 | 2.02% | 33.3 | 100.00% | +49.48% | 0.00% | 0.00% | 0.00% | 55:17 | 54:03 | 54:03 | 56:31 | 56:31 | 56:31 | 02:28 | 01:49 |
 | Wraith Band | 2 | 2.02% | 31.5 | 100.00% | +49.48% | 0.00% | 0.00% | 0.00% | 02:13 | -01:29 | -01:29 | 05:55 | 05:55 | 05:55 | 07:24 | 05:28 |
 | Radiance | 8 | 8.08% | 29.6 | 50.00% | -1.65% | +50.00% | 0.00% | -38.46% | 20:43 | 18:51 | 19:27 | 20:14 | 20:45 | 23:15 | 01:18 | 00:57 |
 | Aghanim's Scepter | 3 | 3.03% | 27.8 | 66.67% | +15.63% | -66.67% | 0.00% | 0.00% | 48:53 | 36:06 | 36:06 | 54:03 | 56:31 | 56:31 | 20:25 | 15:07 |
 | Fluffy Hat | 1 | 1.01% | 25.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:43 | 01:43 | 01:43 | 01:43 | 01:43 | 01:43 | 00:00 | 00:00 |
 | Wind Lace | 1 | 1.01% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:24 | 06:24 | 06:24 | 06:24 | 06:24 | 06:24 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 1.01% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:55 | 46:55 | 46:55 | 46:55 | 46:55 | 46:55 | 00:00 | 00:00 |
 | Bracer | 5 | 5.05% | 20.4 | 40.00% | -12.13% | -40.00% | -40.00% | 0.00% | 03:39 | 02:11 | 02:11 | 02:43 | 04:02 | 06:57 | 01:51 | 01:22 |
 | Monkey King Bar | 6 | 6.06% | 18.5 | 33.33% | -19.36% | -33.33% | +66.67% | 0.00% | 39:39 | 27:36 | 28:07 | 30:44 | 47:44 | 1:12:12 | 19:37 | 14:31 |
 | Morbid Mask | 2 | 2.02% | 16.7 | 50.00% | -1.55% | -50.00% | 0.00% | 0.00% | 50:52 | 41:16 | 41:16 | 60:28 | 60:28 | 60:28 | 19:12 | 14:13 |
 | Satanic | 2 | 2.02% | 14.8 | 50.00% | -1.55% | -50.00% | 0.00% | 0.00% | 51:42 | 42:19 | 42:19 | 1:01:04 | 1:01:04 | 1:01:04 | 18:45 | 13:53 |
 | Heaven's Halberd | 4 | 4.04% | 13.0 | 25.00% | -27.63% | -25.00% | -25.00% | 0.00% | 24:04 | 16:09 | 16:09 | 20:37 | 22:29 | 37:01 | 06:20 | 04:41 |
 | Sange | 5 | 5.05% | 11.1 | 20.00% | -33.19% | -20.00% | -20.00% | 0.00% | 22:02 | 14:17 | 14:17 | 20:28 | 22:52 | 36:57 | 08:35 | 06:21 |
 | Nullifier | 1 | 1.01% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:22 | 35:22 | 35:22 | 35:22 | 35:22 | 35:22 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 1.01% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:32 | 40:32 | 40:32 | 40:32 | 40:32 | 40:32 | 00:00 | 00:00 |
 | Hand of Midas | 2 | 2.02% | 5.6 | 0.00% | -52.58% | 0.00% | 0.00% | 0.00% | 12:01 | 11:48 | 11:48 | 12:14 | 12:14 | 12:14 | 00:26 | 00:19 |
 | Blade Mail | 1 | 1.01% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:58 | 22:58 | 22:58 | 22:58 | 22:58 | 22:58 | 00:00 | 00:00 |
 | Power Treads | 3 | 3.03% | 1.9 | 0.00% | -53.13% | 0.00% | 0.00% | 0.00% | 11:10 | 06:18 | 06:18 | 13:21 | 13:52 | 13:52 | 07:34 | 05:36 |