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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 | |
 | Swift Blink | 115 | 32.95% | 100.0 | 69.57% | +28.54% | +16.64% | -14.40% | -3.69% | 40:03 | 29:14 | 35:25 | 39:03 | 43:50 | 52:58 | 08:25 | 06:14 |
 | Daedalus | 146 | 41.83% | 98.2 | 65.75% | +26.34% | +15.33% | -18.53% | -5.79% | 30:46 | 19:15 | 27:21 | 30:16 | 33:12 | 1:02:12 | 05:51 | 04:20 |
 | Hurricane Pike | 213 | 61.03% | 96.4 | 61.03% | +27.21% | +8.78% | -8.20% | -1.77% | 29:05 | 17:19 | 24:03 | 28:50 | 33:38 | 59:26 | 09:35 | 07:05 |
 | Fluffy Hat | 213 | 61.03% | 94.5 | 61.03% | +27.21% | +5.01% | -10.09% | -1.51% | 28:21 | 15:40 | 22:59 | 27:33 | 33:00 | 59:03 | 10:01 | 07:25 |
 | Force Staff | 211 | 60.46% | 92.7 | 60.66% | +25.88% | +9.15% | -9.72% | -1.98% | 28:34 | 16:23 | 23:35 | 28:08 | 33:07 | 59:04 | 09:32 | 07:03 |
 | Crystalys | 234 | 67.05% | 90.9 | 57.69% | +22.04% | +8.41% | -11.14% | -3.31% | 26:41 | 12:47 | 23:33 | 26:12 | 29:27 | 1:02:01 | 05:54 | 04:22 |
 | Moon Shard | 21 | 6.02% | 89.1 | 76.19% | +27.41% | -36.19% | +3.81% | 0.00% | 52:40 | 26:46 | 46:12 | 54:29 | 59:27 | 1:13:25 | 13:15 | 09:48 |
 | Helm of Iron Will | 31 | 8.88% | 87.3 | 70.97% | +22.54% | -8.47% | +4.03% | 0.97% | 35:36 | 21:08 | 27:43 | 34:23 | 40:39 | 57:33 | 12:56 | 09:34 |
 | Nullifier | 31 | 8.88% | 85.5 | 70.97% | +22.54% | -8.47% | +16.53% | 1.70% | 37:02 | 22:36 | 28:34 | 36:51 | 43:17 | 57:49 | 14:43 | 10:54 |
 | Aghanim's Shard | 235 | 67.34% | 83.6 | 55.32% | +14.97% | +5.70% | -14.64% | -3.40% | 21:48 | 15:00 | 17:13 | 19:04 | 23:12 | 1:08:52 | 05:59 | 04:25 |
 | Blink Dagger | 303 | 86.82% | 81.8 | 54.13% | +28.04% | +5.08% | -5.45% | -2.22% | 18:13 | 08:50 | 14:46 | 17:09 | 19:31 | 50:22 | 04:45 | 03:31 |
 | Quelling Blade | 175 | 50.14% | 80.0 | 54.86% | +8.88% | -9.41% | +6.50% | 0.00% | -00:57 | -01:30 | -01:29 | -01:29 | -01:29 | 14:59 | 00:00 | 00:00 |
 | Dragon Lance | 338 | 96.85% | 78.2 | 51.18% | +23.91% | +5.29% | -10.70% | -9.23% | 11:25 | 06:46 | 09:44 | 10:34 | 11:28 | 37:47 | 01:44 | 01:17 |
 | Black King Bar | 264 | 75.64% | 76.4 | 51.89% | +6.01% | +4.17% | +2.66% | -0.33% | 25:33 | 16:47 | 22:12 | 24:34 | 26:49 | 52:16 | 04:37 | 03:25 |
 | Blight Stone | 346 | 99.14% | 74.5 | 50.87% | +50.87% | +0.85% | +2.62% | 0.23% | 06:42 | -01:29 | 02:43 | 05:55 | 10:30 | 20:52 | 07:47 | 05:45 |
 | Desolator | 333 | 95.42% | 72.7 | 50.75% | +7.00% | +4.67% | -4.97% | -3.76% | 15:51 | 10:06 | 14:17 | 15:29 | 16:51 | 32:31 | 02:34 | 01:54 |
 | Power Treads | 349 | 100.00% | 70.9 | 50.43% | +50.43% | +1.29% | -9.05% | -6.97% | 06:21 | 02:52 | 05:36 | 06:11 | 07:05 | 09:02 | 01:29 | 01:05 |
 | Boots of Speed | 349 | 100.00% | 69.1 | 50.43% | +50.43% | +5.89% | -5.60% | -5.39% | 03:24 | -01:29 | 02:15 | 03:28 | 04:23 | 07:34 | 02:08 | 01:34 |
 | Linken's Sphere | 44 | 12.61% | 67.3 | 61.36% | +12.51% | -6.81% | +2.28% | 0.68% | 32:50 | 20:46 | 25:31 | 32:06 | 38:58 | 55:06 | 13:27 | 09:57 |
 | Magic Wand | 271 | 77.65% | 65.5 | 50.55% | +0.55% | +3.86% | -2.02% | -1.11% | 05:12 | -01:29 | 02:13 | 05:15 | 07:31 | 28:44 | 05:18 | 03:55 |
 | Magic Stick | 258 | 73.93% | 63.6 | 50.39% | -0.16% | -5.77% | +4.30% | 3.64% | 01:47 | -01:30 | -01:29 | -01:20 | 04:15 | 17:17 | 05:44 | 04:14 |
 | Ring of Basilius | 79 | 22.64% | 61.8 | 55.70% | +6.81% | -10.70% | +4.30% | 8.57% | 06:23 | 01:56 | 05:24 | 06:24 | 07:09 | 13:17 | 01:45 | 01:17 |
 | Wraith Band | 79 | 22.64% | 60.0 | 54.43% | +5.17% | -4.43% | -4.43% | 0.00% | 02:56 | 00:06 | 01:42 | 02:23 | 03:18 | 12:17 | 01:36 | 01:11 |
 | Aghanim's Blessing | 15 | 4.30% | 58.2 | 73.33% | +23.93% | +26.67% | +1.67% | 0.00% | 54:30 | 34:19 | 51:12 | 55:01 | 56:57 | 1:11:02 | 05:45 | 04:15 |
 | Aghanim's Scepter | 23 | 6.59% | 56.4 | 65.22% | +15.83% | +1.45% | +18.11% | 0.00% | 46:48 | 20:14 | 32:11 | 52:50 | 56:16 | 1:11:02 | 24:05 | 17:50 |
 | Butterfly | 10 | 2.87% | 54.5 | 80.00% | +30.44% | -13.33% | -30.00% | 0.00% | 34:38 | 23:34 | 25:01 | 33:33 | 43:46 | 48:01 | 18:45 | 13:53 |
 | Monkey King Bar | 85 | 24.36% | 52.7 | 50.59% | +0.21% | +11.31% | -2.97% | -2.13% | 33:27 | 22:18 | 29:26 | 32:26 | 36:09 | 51:16 | 06:43 | 04:58 |
 | Bottle | 115 | 32.95% | 50.9 | 48.70% | -2.58% | -0.42% | +3.02% | 3.44% | 01:39 | 00:19 | 01:21 | 01:36 | 01:45 | 04:32 | 00:24 | 00:17 |
 | Silver Edge | 60 | 17.19% | 49.1 | 51.67% | +1.50% | +15.00% | -11.67% | -4.20% | 32:07 | 23:08 | 28:17 | 30:52 | 34:38 | 54:37 | 06:21 | 04:42 |
 | Shadow Blade | 61 | 17.48% | 47.3 | 50.82% | +0.47% | +15.85% | -17.49% | -4.11% | 31:50 | 20:18 | 27:34 | 30:12 | 35:41 | 52:54 | 08:07 | 06:00 |
 | Javelin | 90 | 25.79% | 45.5 | 47.78% | -3.57% | +0.05% | -6.87% | -0.91% | 31:50 | 14:12 | 27:44 | 30:40 | 35:20 | 53:48 | 07:36 | 05:37 |
 | Cornucopia | 28 | 8.02% | 43.6 | 57.14% | +7.30% | 0.00% | -14.28% | 0.00% | 37:07 | 18:46 | 24:27 | 31:49 | 42:33 | 1:18:40 | 18:06 | 13:24 |
 | Ring of Health | 21 | 6.02% | 41.8 | 57.14% | +7.14% | -17.14% | +22.86% | 0.00% | 34:44 | 20:44 | 25:20 | 35:11 | 39:22 | 49:51 | 14:02 | 10:23 |
 | Void Stone | 30 | 8.60% | 40.0 | 50.00% | -0.47% | +12.50% | +7.14% | 0.00% | 35:39 | 20:17 | 29:56 | 35:40 | 40:43 | 1:02:23 | 10:47 | 07:59 |
 | Refresher Orb | 8 | 2.29% | 38.2 | 62.50% | +12.35% | +37.50% | -12.50% | 0.00% | 59:01 | 35:23 | 49:09 | 58:13 | 1:04:59 | 1:18:40 | 15:50 | 11:43 |
 | Witch Blade | 8 | 2.29% | 36.4 | 62.50% | +12.35% | -12.50% | -12.50% | 0.00% | 40:26 | 23:54 | 29:54 | 35:26 | 50:50 | 53:49 | 20:56 | 15:30 |
 | Wind Lace | 12 | 3.44% | 34.5 | 50.00% | -0.45% | -50.00% | +16.67% | 0.00% | 08:50 | 05:55 | 07:15 | 07:42 | 08:24 | 16:11 | 01:09 | 00:51 |
 | Chainmail | 7 | 2.01% | 32.7 | 57.14% | +6.85% | -7.14% | -7.14% | 0.00% | 42:47 | 29:53 | 34:22 | 43:46 | 50:50 | 53:48 | 16:28 | 12:11 |
 | Arcane Blink | 2 | 0.57% | 30.9 | 100.00% | +49.86% | 0.00% | 0.00% | 0.00% | 39:24 | 35:05 | 35:05 | 43:43 | 43:43 | 43:43 | 08:38 | 06:23 |
 | Scythe of Vyse | 10 | 2.87% | 29.1 | 40.00% | -10.74% | +60.00% | -40.00% | 0.00% | 38:46 | 24:23 | 34:38 | 37:11 | 41:50 | 1:02:23 | 07:12 | 05:20 |
 | Revenant's Brooch | 6 | 1.72% | 27.3 | 50.00% | -0.44% | 0.00% | +50.00% | 0.00% | 48:39 | 39:19 | 43:57 | 46:17 | 53:58 | 57:03 | 10:01 | 07:25 |
 | Boots of Travel 2 | 3 | 0.86% | 25.5 | 66.67% | +16.38% | -66.67% | 0.00% | 0.00% | 52:20 | 37:52 | 37:52 | 56:29 | 1:02:38 | 1:02:38 | 24:46 | 18:20 |
 | Morbid Mask | 1 | 0.29% | 23.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:42 | 35:42 | 35:42 | 35:42 | 35:42 | 35:42 | 00:00 | 00:00 |
 | Satanic | 1 | 0.29% | 21.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:19 | 36:19 | 36:19 | 36:19 | 36:19 | 36:19 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 0.29% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:35 | 40:35 | 40:35 | 40:35 | 40:35 | 40:35 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 0.29% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:06 | 60:06 | 60:06 | 60:06 | 60:06 | 60:06 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 0.29% | 16.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:01 | 06:01 | 06:01 | 06:01 | 06:01 | 06:01 | 00:00 | 00:00 |
 | Bloodthorn | 3 | 0.86% | 14.5 | 33.33% | -17.25% | -33.33% | 0.00% | 0.00% | 54:48 | 40:11 | 40:11 | 60:11 | 1:04:02 | 1:04:02 | 23:51 | 17:40 |
 | Boots of Travel | 3 | 0.86% | 12.7 | 33.33% | -17.25% | -33.33% | 0.00% | 0.00% | 41:24 | 39:26 | 39:26 | 40:26 | 44:20 | 44:20 | 04:54 | 03:37 |
 | Ghost Scepter | 3 | 0.86% | 10.9 | 33.33% | -17.25% | -33.33% | 0.00% | 0.00% | 35:42 | 35:01 | 35:01 | 35:38 | 36:28 | 36:28 | 01:27 | 01:04 |
 | Mage Slayer | 3 | 0.86% | 9.1 | 33.33% | -17.25% | -33.33% | 0.00% | 0.00% | 54:42 | 40:03 | 40:03 | 60:11 | 1:03:51 | 1:03:51 | 23:48 | 17:37 |
 | Orchid Malevolence | 3 | 0.86% | 7.3 | 33.33% | -17.25% | -33.33% | 0.00% | 0.00% | 52:59 | 36:40 | 36:40 | 58:14 | 1:04:02 | 1:04:02 | 27:22 | 20:16 |
 | Divine Rapier | 17 | 4.87% | 5.5 | 11.76% | -40.65% | -11.76% | +38.24% | 0.00% | 48:37 | 34:40 | 40:50 | 47:23 | 51:11 | 1:13:36 | 10:21 | 07:40 |
 | Maelstrom | 1 | 0.29% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:56 | 15:56 | 15:56 | 15:56 | 15:56 | 15:56 | 00:00 | 00:00 |
 | Mjollnir | 1 | 0.29% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:33 | 24:33 | 24:33 | 24:33 | 24:33 | 24:33 | 00:00 | 00:00 |