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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 | |
 | Satanic | 42 | 39.62% | 100.0 | 73.81% | +37.87% | -1.08% | -3.81% | -0.39% | 33:03 | 22:58 | 29:14 | 31:43 | 36:15 | 45:04 | 07:01 | 05:11 |
 | Butterfly | 45 | 42.45% | 97.9 | 64.44% | +23.46% | +8.29% | -0.80% | -1.14% | 29:31 | 19:15 | 24:56 | 28:02 | 32:53 | 48:10 | 07:57 | 05:53 |
 | Eye of Skadi | 24 | 22.64% | 95.8 | 66.67% | +20.33% | +33.33% | -16.67% | -5.42% | 31:54 | 22:31 | 25:28 | 32:06 | 34:42 | 43:08 | 09:14 | 06:50 |
 | Magic Stick | 81 | 76.42% | 93.8 | 55.56% | +19.56% | +4.44% | -10.56% | -15.00% | -00:48 | -01:30 | -01:29 | -01:29 | -01:28 | 09:40 | 00:01 | 00:00 |
 | Boots of Speed | 106 | 100.00% | 91.7 | 50.94% | +50.94% | +15.73% | -4.79% | -12.56% | 04:19 | 01:27 | 03:19 | 04:27 | 04:57 | 08:18 | 01:38 | 01:12 |
 | Quelling Blade | 46 | 43.40% | 89.6 | 56.52% | +9.85% | -14.85% | -1.97% | 0.00% | -01:08 | -01:29 | -01:29 | -01:29 | -01:29 | 07:13 | 00:00 | 00:00 |
 | Silver Edge | 34 | 32.08% | 87.5 | 58.82% | +11.60% | -3.26% | +3.68% | 0.96% | 31:11 | 21:36 | 27:35 | 30:39 | 34:48 | 40:15 | 07:13 | 05:20 |
 | Black King Bar | 83 | 78.30% | 85.4 | 51.81% | +3.98% | +14.86% | -23.24% | -9.69% | 21:27 | 16:21 | 18:27 | 20:18 | 22:23 | 37:03 | 03:56 | 02:54 |
 | Morbid Mask | 90 | 84.91% | 83.3 | 51.11% | +1.11% | +5.41% | -5.66% | -7.30% | 09:27 | 06:02 | 07:20 | 08:04 | 08:51 | 37:51 | 01:31 | 01:07 |
 | Power Treads | 99 | 93.40% | 81.3 | 50.51% | -6.63% | -2.51% | +5.49% | 6.96% | 06:17 | 03:48 | 05:38 | 06:09 | 06:47 | 08:53 | 01:09 | 00:51 |
 | Magic Wand | 86 | 81.13% | 79.2 | 51.16% | +1.16% | -10.25% | -3.54% | 1.45% | 03:41 | -01:30 | 00:46 | 02:57 | 05:23 | 22:09 | 04:37 | 03:25 |
 | Dragon Lance | 76 | 71.70% | 77.1 | 51.32% | +1.32% | +17.10% | +1.31% | -7.90% | 13:43 | 09:03 | 11:51 | 12:56 | 13:51 | 29:32 | 02:00 | 01:28 |
 | Mask of Madness | 85 | 80.19% | 75.0 | 50.59% | -1.79% | +16.08% | -7.73% | -16.23% | 10:12 | 08:00 | 09:14 | 10:02 | 10:42 | 22:22 | 01:28 | 01:05 |
 | Wraith Band | 57 | 53.77% | 72.9 | 52.63% | +3.65% | -16.92% | +4.51% | 21.43% | 03:24 | -01:29 | 01:48 | 02:15 | 02:30 | 26:00 | 00:42 | 00:31 |
 | Force Staff | 54 | 50.94% | 70.8 | 51.85% | +1.85% | +5.29% | -5.70% | -1.11% | 26:52 | 16:09 | 21:22 | 25:25 | 31:17 | 40:39 | 09:55 | 07:20 |
 | Shadow Blade | 32 | 30.19% | 68.8 | 56.25% | +7.60% | +6.25% | -6.25% | -1.61% | 29:27 | 19:52 | 24:39 | 29:00 | 32:25 | 38:26 | 07:46 | 05:45 |
 | Fluffy Hat | 55 | 51.89% | 66.7 | 50.91% | -0.07% | -8.05% | -0.91% | 0.90% | 25:54 | 16:08 | 20:58 | 24:39 | 28:52 | 40:39 | 07:54 | 05:51 |
 | Crystalys | 59 | 55.66% | 64.6 | 49.15% | -4.04% | -2.48% | -2.48% | 0.00% | 26:51 | 18:24 | 22:15 | 26:13 | 29:24 | 40:52 | 07:09 | 05:17 |
 | Hurricane Pike | 50 | 47.17% | 62.5 | 50.00% | -1.79% | +3.85% | 0.00% | -0.38% | 26:43 | 16:44 | 21:32 | 25:03 | 31:36 | 41:00 | 10:04 | 07:27 |
 | Manta Style | 63 | 59.43% | 60.4 | 46.03% | -12.11% | +28.97% | -21.03% | -10.60% | 18:44 | 14:19 | 16:08 | 17:09 | 20:51 | 28:11 | 04:43 | 03:29 |
 | Yasha | 64 | 60.38% | 58.3 | 45.31% | -14.21% | +17.19% | -26.56% | -12.80% | 15:11 | 11:41 | 12:42 | 13:55 | 16:07 | 27:01 | 03:25 | 02:31 |
 | Aghanim's Shard | 41 | 38.68% | 56.3 | 46.34% | -7.51% | +3.66% | -16.34% | -1.62% | 26:21 | 15:55 | 18:39 | 25:40 | 31:02 | 48:03 | 12:23 | 09:10 |
 | Moon Shard | 5 | 4.72% | 54.2 | 80.00% | +30.50% | +20.00% | -80.00% | 0.00% | 49:38 | 39:45 | 39:45 | 50:53 | 51:29 | 1:02:18 | 11:44 | 08:41 |
 | Void Stone | 8 | 7.55% | 52.1 | 62.50% | +12.50% | +37.50% | -12.50% | 0.00% | 34:33 | 23:43 | 25:20 | 32:26 | 37:05 | 52:03 | 11:45 | 08:42 |
 | Daedalus | 15 | 14.15% | 50.0 | 46.67% | -4.98% | +28.33% | -21.67% | -6.90% | 34:03 | 26:45 | 28:51 | 33:34 | 36:06 | 45:53 | 07:15 | 05:22 |
 | Buckler | 4 | 3.77% | 47.9 | 75.00% | +25.00% | -75.00% | +25.00% | 0.00% | 30:57 | 24:38 | 24:38 | 26:12 | 29:38 | 43:18 | 05:00 | 03:42 |
 | Ring of Protection | 4 | 3.77% | 45.8 | 75.00% | +25.00% | -75.00% | +25.00% | 0.00% | 30:39 | 23:29 | 23:29 | 26:12 | 29:37 | 43:18 | 06:08 | 04:32 |
 | Wind Lace | 13 | 12.26% | 43.8 | 46.15% | -5.46% | -12.82% | +20.52% | 6.37% | 10:17 | 03:10 | 07:12 | 10:24 | 12:26 | 15:23 | 05:14 | 03:52 |
 | Helm of Iron Will | 2 | 1.89% | 41.7 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 35:24 | 31:08 | 31:08 | 39:40 | 39:40 | 39:40 | 08:32 | 06:19 |
 | Nullifier | 2 | 1.89% | 39.6 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 35:35 | 31:22 | 31:22 | 39:48 | 39:48 | 39:48 | 08:26 | 06:14 |
 | Assault Cuirass | 2 | 1.89% | 37.5 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 37:44 | 31:19 | 31:19 | 44:09 | 44:09 | 44:09 | 12:50 | 09:30 |
 | Refresher Orb | 10 | 9.43% | 35.4 | 50.00% | -1.04% | +50.00% | +50.00% | 0.00% | 45:22 | 37:58 | 41:20 | 44:41 | 51:28 | 52:03 | 10:08 | 07:30 |
 | Ring of Health | 7 | 6.60% | 33.3 | 57.14% | +6.63% | +42.86% | -7.14% | 0.00% | 34:43 | 23:05 | 25:01 | 36:03 | 37:05 | 52:03 | 12:04 | 08:56 |
 | Drum of Endurance | 7 | 6.60% | 31.3 | 57.14% | +6.63% | -57.14% | +42.86% | 0.00% | 16:23 | 13:53 | 15:49 | 16:22 | 17:18 | 17:45 | 01:29 | 01:05 |
 | Tranquil Boots | 7 | 6.60% | 29.2 | 57.14% | +6.63% | -57.14% | +42.86% | 0.00% | 18:05 | 16:47 | 17:36 | 17:55 | 18:26 | 19:31 | 00:50 | 00:37 |
 | Boots of Bearing | 7 | 6.60% | 27.1 | 57.14% | +6.63% | +42.86% | -7.14% | 0.00% | 23:30 | 20:25 | 22:27 | 23:36 | 24:19 | 25:26 | 01:52 | 01:22 |
 | Linken's Sphere | 10 | 9.43% | 25.0 | 40.00% | -12.08% | +60.00% | -40.00% | 0.00% | 31:16 | 23:47 | 25:55 | 31:55 | 36:08 | 37:50 | 10:13 | 07:34 |
 | Cornucopia | 12 | 11.32% | 22.9 | 33.33% | -19.86% | 0.00% | 0.00% | 0.00% | 39:56 | 26:22 | 32:15 | 38:57 | 45:45 | 51:28 | 13:30 | 10:00 |
 | Javelin | 4 | 3.77% | 20.8 | 50.00% | -0.98% | -50.00% | -50.00% | 0.00% | 38:38 | 29:46 | 29:46 | 31:45 | 39:33 | 53:28 | 09:47 | 07:14 |
 | Monkey King Bar | 4 | 3.77% | 18.8 | 50.00% | -0.98% | -50.00% | -50.00% | 0.00% | 39:10 | 30:11 | 30:11 | 32:54 | 39:33 | 54:00 | 09:22 | 06:56 |
 | Aether Lens | 1 | 0.94% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:32 | 34:32 | 34:32 | 34:32 | 34:32 | 34:32 | 00:00 | 00:00 |
 | Aghanim's Scepter | 10 | 9.43% | 14.6 | 30.00% | -23.13% | +3.33% | -30.00% | 0.00% | 39:25 | 27:05 | 29:24 | 36:53 | 47:16 | 59:31 | 17:52 | 13:14 |
 | Swift Blink | 2 | 1.89% | 12.5 | 50.00% | -0.96% | +50.00% | 0.00% | 0.00% | 47:38 | 42:18 | 42:18 | 52:57 | 52:57 | 52:57 | 10:39 | 07:53 |
 | Hand of Midas | 2 | 1.89% | 10.4 | 50.00% | -0.96% | -50.00% | 0.00% | 0.00% | 10:52 | 09:13 | 09:13 | 12:31 | 12:31 | 12:31 | 03:18 | 02:26 |
 | Boots of Travel 2 | 3 | 2.83% | 8.3 | 33.33% | -18.13% | +66.67% | 0.00% | 0.00% | 49:37 | 46:24 | 46:24 | 50:12 | 52:16 | 52:16 | 05:52 | 04:20 |
 | Aghanim's Blessing | 3 | 2.83% | 6.3 | 33.33% | -18.13% | -33.33% | 0.00% | 0.00% | 51:16 | 47:00 | 47:00 | 47:16 | 59:31 | 59:31 | 12:31 | 09:16 |
 | Blink Dagger | 3 | 2.83% | 4.2 | 33.33% | -18.13% | +66.67% | 0.00% | 0.00% | 45:15 | 39:39 | 39:39 | 43:18 | 52:49 | 52:49 | 13:10 | 09:45 |
 | Divine Rapier | 3 | 2.83% | 2.1 | 0.00% | -52.43% | 0.00% | 0.00% | 0.00% | 51:38 | 45:56 | 45:56 | 48:20 | 60:38 | 60:38 | 14:42 | 10:53 |