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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 | |
 | Morbid Mask | 28 | 33.73% | 100.0 | 82.14% | +27.59% | +3.57% | -25.00% | -2.72% | 35:19 | 24:32 | 27:40 | 32:49 | 38:10 | 1:09:34 | 10:30 | 07:46 |
 | Satanic | 27 | 32.53% | 97.8 | 81.48% | +26.12% | +18.52% | -24.34% | -3.97% | 36:51 | 26:06 | 29:35 | 33:53 | 40:22 | 1:09:34 | 10:47 | 07:59 |
 | Butterfly | 14 | 16.87% | 95.7 | 85.71% | +26.29% | +14.29% | -19.04% | -4.43% | 33:27 | 21:08 | 28:02 | 33:22 | 35:33 | 48:52 | 07:31 | 05:34 |
 | Eye of Skadi | 71 | 85.54% | 93.5 | 69.01% | +35.68% | +25.43% | -35.68% | -11.46% | 25:01 | 18:57 | 22:40 | 24:26 | 28:00 | 32:35 | 05:20 | 03:57 |
 | Dragon Lance | 68 | 81.93% | 91.3 | 67.65% | +20.98% | +2.94% | +2.94% | 0.00% | 12:20 | 08:41 | 10:10 | 10:57 | 12:33 | 38:35 | 02:23 | 01:45 |
 | Magic Wand | 74 | 89.16% | 89.1 | 64.86% | +9.30% | -1.70% | +1.81% | 0.88% | 05:03 | 00:54 | 02:43 | 04:04 | 06:41 | 14:29 | 03:58 | 02:56 |
 | Magic Stick | 76 | 91.57% | 87.0 | 64.47% | +7.33% | +9.21% | -22.36% | -23.10% | 01:53 | -01:29 | -01:29 | 01:06 | 02:51 | 24:44 | 04:20 | 03:12 |
 | Yasha | 83 | 100.00% | 84.8 | 63.86% | +63.86% | +2.81% | -11.48% | -5.43% | 13:14 | 08:40 | 11:46 | 13:18 | 14:24 | 26:17 | 02:38 | 01:57 |
 | Quelling Blade | 83 | 100.00% | 82.6 | 63.86% | +63.86% | +12.33% | -16.24% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:20 | 00:00 | 00:00 |
 | Boots of Speed | 83 | 100.00% | 80.4 | 63.86% | +63.86% | +2.81% | +2.81% | 0.00% | 04:10 | 01:34 | 03:04 | 04:17 | 05:09 | 07:28 | 02:05 | 01:32 |
 | Power Treads | 83 | 100.00% | 78.3 | 63.86% | +63.86% | -6.72% | +2.81% | 7.43% | 06:13 | 04:08 | 05:32 | 06:11 | 06:49 | 08:03 | 01:17 | 00:57 |
 | Black King Bar | 61 | 73.49% | 76.1 | 65.57% | +6.48% | -18.90% | +14.43% | 4.42% | 25:56 | 16:47 | 21:26 | 26:36 | 28:58 | 41:44 | 07:32 | 05:34 |
 | Sange | 51 | 61.45% | 73.9 | 66.67% | +7.29% | +2.56% | -12.82% | -7.75% | 16:55 | 11:03 | 15:32 | 16:36 | 17:31 | 28:40 | 01:59 | 01:28 |
 | Sange and Yasha | 51 | 61.45% | 71.7 | 66.67% | +7.29% | +10.25% | -20.52% | -16.63% | 17:13 | 11:28 | 15:41 | 16:48 | 17:32 | 28:56 | 01:51 | 01:22 |
 | Daedalus | 32 | 38.55% | 69.6 | 68.75% | +7.97% | +18.75% | -43.75% | -15.76% | 35:39 | 27:52 | 32:23 | 34:07 | 36:21 | 1:07:29 | 03:58 | 02:56 |
 | Crystalys | 33 | 39.76% | 67.4 | 66.67% | +4.67% | +20.83% | -29.17% | -10.17% | 33:06 | 23:06 | 29:53 | 31:21 | 34:48 | 1:07:17 | 04:55 | 03:38 |
 | Blink Dagger | 25 | 30.12% | 65.2 | 68.00% | +5.93% | +32.00% | -34.67% | -4.56% | 36:24 | 23:21 | 27:09 | 36:11 | 41:47 | 56:49 | 14:38 | 10:50 |
 | Wraith Band | 20 | 24.10% | 63.0 | 70.00% | +8.10% | +10.00% | -10.00% | -11.32% | 02:55 | 00:48 | 02:05 | 02:22 | 03:51 | 05:49 | 01:46 | 01:18 |
 | Fluffy Hat | 12 | 14.46% | 60.9 | 75.00% | +13.03% | -8.33% | -8.33% | 0.00% | 34:38 | 25:33 | 30:39 | 35:08 | 36:55 | 41:33 | 06:16 | 04:38 |
 | Force Staff | 12 | 14.46% | 58.7 | 75.00% | +13.03% | -8.33% | -8.33% | 0.00% | 34:43 | 25:33 | 30:39 | 35:10 | 36:55 | 41:33 | 06:16 | 04:38 |
 | Manta Style | 29 | 34.94% | 56.5 | 62.07% | -2.74% | +9.36% | -19.21% | -9.68% | 18:48 | 13:08 | 14:54 | 16:24 | 17:51 | 1:20:56 | 02:57 | 02:11 |
 | Hurricane Pike | 11 | 13.25% | 54.3 | 72.73% | +10.23% | -6.06% | -6.06% | 0.00% | 35:06 | 26:15 | 30:59 | 36:32 | 37:03 | 41:59 | 06:04 | 04:29 |
 | Void Stone | 14 | 16.87% | 52.2 | 64.29% | +0.52% | +10.71% | -30.96% | -2.26% | 49:27 | 22:07 | 40:09 | 46:11 | 58:37 | 1:13:14 | 18:28 | 13:40 |
 | Aghanim's Scepter | 12 | 14.46% | 50.0 | 66.67% | +3.29% | 0.00% | 0.00% | 0.00% | 38:39 | 24:08 | 29:05 | 39:43 | 42:18 | 58:49 | 13:13 | 09:47 |
 | Ring of Health | 15 | 18.07% | 47.8 | 60.00% | -4.71% | -10.00% | -10.00% | 0.00% | 46:03 | 12:33 | 39:12 | 46:11 | 54:31 | 1:10:20 | 15:19 | 11:20 |
 | Swift Blink | 13 | 15.66% | 45.7 | 61.54% | -2.75% | +38.46% | -28.21% | 0.00% | 43:01 | 35:13 | 36:28 | 41:09 | 45:31 | 57:41 | 09:03 | 06:42 |
 | Refresher Orb | 13 | 15.66% | 43.5 | 61.54% | -2.75% | +38.46% | -28.21% | 0.00% | 52:09 | 38:56 | 40:51 | 48:18 | 58:50 | 1:13:14 | 17:59 | 13:19 |
 | Ring of Basilius | 4 | 4.82% | 41.3 | 75.00% | +11.71% | +25.00% | +25.00% | 0.00% | 06:28 | 03:31 | 03:31 | 06:57 | 07:19 | 08:03 | 03:48 | 02:48 |
 | Moon Shard | 7 | 8.43% | 39.1 | 57.14% | -7.33% | +42.86% | -57.14% | 0.00% | 52:25 | 43:24 | 48:14 | 52:19 | 56:41 | 59:50 | 08:27 | 06:15 |
 | Javelin | 13 | 15.66% | 37.0 | 38.46% | -30.11% | -5.13% | -38.46% | 0.00% | 35:34 | 27:35 | 29:59 | 34:16 | 38:23 | 53:17 | 08:24 | 06:13 |
 | Aghanim's Blessing | 6 | 7.23% | 34.8 | 50.00% | -14.94% | -50.00% | -50.00% | 0.00% | 46:20 | 40:51 | 41:52 | 42:47 | 46:49 | 58:51 | 04:57 | 03:40 |
 | Diffusal Blade | 3 | 3.61% | 32.6 | 66.67% | +2.92% | -66.67% | 0.00% | 0.00% | 19:27 | 15:08 | 15:08 | 21:03 | 22:10 | 22:10 | 07:02 | 05:12 |
 | Monkey King Bar | 12 | 14.46% | 30.4 | 33.33% | -35.68% | 0.00% | -33.33% | 0.00% | 36:09 | 28:28 | 30:27 | 34:33 | 38:36 | 53:37 | 08:09 | 06:02 |
 | Skull Basher | 1 | 1.20% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:06 | 59:06 | 59:06 | 59:06 | 59:06 | 59:06 | 00:00 | 00:00 |
 | Null Talisman | 1 | 1.20% | 26.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:56 | 21:56 | 21:56 | 21:56 | 21:56 | 21:56 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 1.20% | 23.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:48 | 60:48 | 60:48 | 60:48 | 60:48 | 60:48 | 00:00 | 00:00 |
 | Vanguard | 1 | 1.20% | 21.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:27 | 59:27 | 59:27 | 59:27 | 59:27 | 59:27 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 1.20% | 19.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:27 | 59:27 | 59:27 | 59:27 | 59:27 | 59:27 | 00:00 | 00:00 |
 | Nullifier | 1 | 1.20% | 17.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:02 | 1:01:02 | 1:01:02 | 1:01:02 | 1:01:02 | 1:01:02 | 00:00 | 00:00 |
 | Linken's Sphere | 2 | 2.41% | 15.2 | 50.00% | -14.20% | +50.00% | 0.00% | 0.00% | 30:52 | 22:10 | 22:10 | 39:34 | 39:34 | 39:34 | 17:24 | 12:53 |
 | Divine Rapier | 4 | 4.82% | 13.0 | 25.00% | -40.82% | -25.00% | +75.00% | 0.00% | 50:39 | 40:33 | 40:33 | 41:47 | 48:51 | 1:11:25 | 08:18 | 06:08 |
 | Shadow Blade | 1 | 1.20% | 10.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:39 | 60:39 | 60:39 | 60:39 | 60:39 | 60:39 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 1.20% | 8.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:33 | 12:33 | 12:33 | 12:33 | 12:33 | 12:33 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 1.20% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:45 | 1:03:45 | 1:03:45 | 1:03:45 | 1:03:45 | 1:03:45 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 1.20% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:34 | 25:34 | 25:34 | 25:34 | 25:34 | 25:34 | 00:00 | 00:00 |
 | Aghanim's Shard | 2 | 2.41% | 2.2 | 0.00% | -65.43% | 0.00% | 0.00% | 0.00% | 54:35 | 50:11 | 50:11 | 58:58 | 58:58 | 58:58 | 08:47 | 06:30 |