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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 | |
 | Eul's Scepter of Divinity | 71 | 66.36% | 100.0 | 61.97% | +28.64% | +10.25% | -6.41% | -1.51% | 17:14 | 09:16 | 11:42 | 14:44 | 22:45 | 42:24 | 11:03 | 08:11 |
 | Null Talisman | 56 | 52.34% | 98.0 | 58.93% | +13.83% | -8.93% | +12.50% | 15.68% | 04:28 | -00:43 | 03:14 | 03:31 | 04:36 | 19:24 | 01:22 | 01:00 |
 | Void Stone | 97 | 90.65% | 96.0 | 54.64% | +24.64% | +7.86% | -25.47% | -5.52% | 13:47 | 04:17 | 10:26 | 13:42 | 16:28 | 26:58 | 06:02 | 04:28 |
 | Force Staff | 26 | 24.30% | 94.0 | 65.38% | +17.23% | +6.05% | +34.62% | 5.18% | 26:39 | 15:46 | 22:19 | 25:19 | 27:50 | 45:19 | 05:31 | 04:05 |
 | Black King Bar | 44 | 41.12% | 92.0 | 59.09% | +11.47% | +4.55% | -4.54% | -1.85% | 21:01 | 14:20 | 17:16 | 20:07 | 22:11 | 40:45 | 04:55 | 03:38 |
 | Boots of Speed | 107 | 100.00% | 90.0 | 52.34% | +52.34% | +3.22% | -0.49% | -1.36% | 04:57 | -01:29 | 03:45 | 04:49 | 06:29 | 12:57 | 02:44 | 02:01 |
 | Wind Lace | 93 | 86.92% | 88.0 | 52.69% | +2.69% | -4.86% | +3.83% | 1.00% | 11:04 | 03:46 | 06:15 | 08:37 | 14:55 | 29:52 | 08:40 | 06:25 |
 | Magic Stick | 88 | 82.24% | 86.0 | 52.27% | -0.36% | +2.28% | +2.28% | 0.00% | 04:25 | -01:30 | 02:15 | 03:20 | 06:19 | 17:27 | 04:04 | 03:00 |
 | Morbid Mask | 7 | 6.54% | 84.0 | 85.71% | +35.71% | -35.71% | +14.29% | 0.00% | 34:06 | 23:38 | 26:54 | 32:25 | 37:29 | 48:30 | 10:35 | 07:50 |
 | Magic Wand | 68 | 63.55% | 82.0 | 52.94% | +1.66% | +17.65% | 0.00% | -2.44% | 09:42 | 02:36 | 05:30 | 07:41 | 12:44 | 24:29 | 07:14 | 05:21 |
 | Bottle | 49 | 45.79% | 80.0 | 55.10% | +5.10% | +19.90% | -5.10% | -25.00% | 01:44 | 00:47 | 01:25 | 01:44 | 02:03 | 02:54 | 00:38 | 00:28 |
 | Fluffy Hat | 31 | 28.97% | 78.0 | 58.06% | +8.06% | -20.56% | +29.44% | 6.29% | 23:02 | 02:43 | 18:07 | 22:07 | 26:04 | 45:19 | 07:57 | 05:53 |
 | Aether Lens | 55 | 51.40% | 76.0 | 49.09% | -6.68% | +15.20% | -20.52% | -9.97% | 18:24 | 12:58 | 15:14 | 16:53 | 18:49 | 47:41 | 03:35 | 02:39 |
 | Satanic | 6 | 5.61% | 74.0 | 83.33% | +32.83% | -33.33% | +16.67% | 0.00% | 37:52 | 29:08 | 30:49 | 32:40 | 47:21 | 48:48 | 16:32 | 12:14 |
 | Arcane Boots | 49 | 45.79% | 72.0 | 48.98% | -6.19% | -7.31% | -15.65% | -2.54% | 12:44 | 08:00 | 09:53 | 11:17 | 13:10 | 47:21 | 03:17 | 02:25 |
 | Aghanim's Scepter | 19 | 17.76% | 70.0 | 57.89% | +6.75% | +22.11% | -37.89% | -10.03% | 34:52 | 25:59 | 31:01 | 34:09 | 37:00 | 45:41 | 05:59 | 04:25 |
 | Blink Dagger | 17 | 15.89% | 68.0 | 58.82% | +7.71% | +16.18% | -8.82% | -3.30% | 28:50 | 15:27 | 24:02 | 28:10 | 31:36 | 39:39 | 07:34 | 05:36 |
 | Dragon Lance | 11 | 10.28% | 66.0 | 63.64% | +12.60% | +36.36% | -30.31% | -11.17% | 23:33 | 17:53 | 18:33 | 22:03 | 24:31 | 38:40 | 05:58 | 04:25 |
 | Javelin | 11 | 10.28% | 64.0 | 63.64% | +12.60% | +36.36% | -30.31% | -6.69% | 31:48 | 23:33 | 26:36 | 29:42 | 36:34 | 43:23 | 09:58 | 07:22 |
 | Monkey King Bar | 11 | 10.28% | 62.0 | 63.64% | +12.60% | +36.36% | -30.31% | -6.98% | 33:52 | 25:40 | 27:17 | 31:12 | 36:50 | 43:47 | 09:33 | 07:04 |
 | Crystalys | 16 | 14.95% | 60.0 | 56.25% | +4.60% | -6.25% | -6.25% | 0.00% | 28:48 | 22:24 | 24:17 | 28:09 | 31:36 | 38:13 | 07:19 | 05:25 |
 | Ring of Health | 9 | 8.41% | 58.0 | 66.67% | +15.65% | -16.67% | -16.67% | 0.00% | 31:29 | 21:42 | 25:47 | 31:45 | 33:08 | 41:44 | 07:21 | 05:26 |
 | Linken's Sphere | 7 | 6.54% | 56.0 | 71.43% | +20.43% | -21.43% | +28.57% | 0.00% | 30:04 | 21:42 | 26:23 | 31:46 | 31:48 | 34:51 | 05:25 | 04:00 |
 | Ghost Scepter | 8 | 7.48% | 54.0 | 62.50% | +10.98% | -12.50% | +37.50% | 5.92% | 28:19 | 16:45 | 23:51 | 31:16 | 32:18 | 33:11 | 08:27 | 06:15 |
 | Daedalus | 11 | 10.28% | 52.0 | 54.55% | +2.47% | +12.12% | +12.12% | 0.00% | 34:45 | 29:20 | 30:45 | 35:11 | 36:54 | 41:15 | 06:09 | 04:33 |
 | Hurricane Pike | 6 | 5.61% | 50.0 | 66.67% | +15.18% | -16.67% | +33.33% | 0.00% | 25:57 | 21:46 | 22:07 | 23:49 | 28:16 | 34:25 | 06:09 | 04:33 |
 | Tranquil Boots | 18 | 16.82% | 48.0 | 44.44% | -9.49% | -4.44% | +5.56% | 0.99% | 17:48 | 06:53 | 12:04 | 15:53 | 22:12 | 34:03 | 10:08 | 07:30 |
 | Buckler | 2 | 1.87% | 46.0 | 100.00% | +48.57% | 0.00% | 0.00% | 0.00% | 23:50 | 23:16 | 23:16 | 24:24 | 24:24 | 24:24 | 01:08 | 00:50 |
 | Assault Cuirass | 2 | 1.87% | 44.0 | 100.00% | +48.57% | 0.00% | 0.00% | 0.00% | 26:01 | 24:53 | 24:53 | 27:09 | 27:09 | 27:09 | 02:16 | 01:40 |
 | Witch Blade | 3 | 2.80% | 42.0 | 66.67% | +14.75% | +33.33% | 0.00% | 0.00% | 22:09 | 19:29 | 19:29 | 23:17 | 23:40 | 23:40 | 04:11 | 03:05 |
 | Ring of Protection | 3 | 2.80% | 40.0 | 66.67% | +14.75% | -66.67% | 0.00% | 0.00% | 15:23 | -01:30 | -01:30 | 23:16 | 24:24 | 24:24 | 25:54 | 19:11 |
 | Eye of Skadi | 3 | 2.80% | 38.0 | 66.67% | +14.75% | +33.33% | 0.00% | 0.00% | 25:59 | 21:42 | 21:42 | 25:28 | 30:46 | 30:46 | 09:04 | 06:42 |
 | Shadow Blade | 7 | 6.54% | 36.0 | 42.86% | -10.14% | +7.14% | +7.14% | 0.00% | 21:25 | 13:56 | 16:14 | 23:47 | 23:50 | 26:35 | 07:36 | 05:37 |
 | Ring of Basilius | 8 | 7.48% | 34.0 | 37.50% | -16.04% | +12.50% | +12.50% | 0.00% | 03:49 | -01:29 | 01:34 | 03:06 | 03:21 | 10:06 | 01:47 | 01:19 |
 | Shiva's Guard | 4 | 3.74% | 32.0 | 50.00% | -2.43% | -50.00% | +50.00% | 0.00% | 27:33 | 21:32 | 21:32 | 26:57 | 30:20 | 31:24 | 08:48 | 06:31 |
 | Aghanim's Shard | 9 | 8.41% | 30.0 | 33.33% | -20.75% | -33.33% | -33.33% | 0.00% | 39:35 | 33:56 | 37:10 | 40:41 | 42:01 | 42:41 | 04:51 | 03:35 |
 | Wind Waker | 1 | 0.93% | 28.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:17 | 52:17 | 52:17 | 52:17 | 52:17 | 52:17 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 0.93% | 26.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:33 | 34:33 | 34:33 | 34:33 | 34:33 | 34:33 | 00:00 | 00:00 |
 | Silver Edge | 1 | 0.93% | 24.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:19 | 29:19 | 29:19 | 29:19 | 29:19 | 29:19 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 0.93% | 22.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:46 | 06:46 | 06:46 | 06:46 | 06:46 | 06:46 | 00:00 | 00:00 |
 | Chainmail | 5 | 4.67% | 20.0 | 40.00% | -12.94% | -40.00% | +60.00% | 0.00% | 16:57 | 06:29 | 06:29 | 18:04 | 23:13 | 23:16 | 16:44 | 12:23 |
 | Refresher Orb | 2 | 1.87% | 18.0 | 50.00% | -2.38% | +50.00% | 0.00% | 0.00% | 40:45 | 39:29 | 39:29 | 42:01 | 42:01 | 42:01 | 02:32 | 01:52 |
 | Blight Stone | 3 | 2.80% | 16.0 | 33.33% | -19.55% | +66.67% | 0.00% | 0.00% | 03:35 | -01:29 | -01:29 | -01:29 | 13:44 | 13:44 | 15:13 | 11:16 |
 | Aeon Disk | 3 | 2.80% | 14.0 | 33.33% | -19.55% | -33.33% | 0.00% | 0.00% | 28:49 | 27:04 | 27:04 | 28:53 | 30:29 | 30:29 | 03:25 | 02:31 |
 | Power Treads | 3 | 2.80% | 12.0 | 33.33% | -19.55% | -33.33% | 0.00% | 0.00% | 20:40 | 11:58 | 11:58 | 12:24 | 37:38 | 37:38 | 25:40 | 19:00 |
 | Glimmer Cape | 4 | 3.74% | 10.0 | 25.00% | -28.40% | +75.00% | -25.00% | 0.00% | 29:11 | 24:34 | 24:34 | 24:42 | 27:16 | 40:10 | 02:42 | 02:00 |
 | Bracer | 1 | 0.93% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:32 | 16:32 | 16:32 | 16:32 | 16:32 | 16:32 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 0.93% | 6.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:44 | 13:44 | 13:44 | 13:44 | 13:44 | 13:44 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 0.93% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:16 | 35:16 | 35:16 | 35:16 | 35:16 | 35:16 | 00:00 | 00:00 |
 | Phase Boots | 1 | 0.93% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:54 | 06:54 | 06:54 | 06:54 | 06:54 | 06:54 | 00:00 | 00:00 |