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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 | |
 | Gleipnir | 5 | 6.58% | 100.0 | 80.00% | +47.61% | +20.00% | +20.00% | 0.00% | 33:11 | 26:54 | 26:54 | 32:08 | 34:19 | 44:33 | 07:25 | 05:29 |
 | Rod of Atos | 5 | 6.58% | 97.9 | 80.00% | +47.61% | +20.00% | +20.00% | 0.00% | 32:41 | 25:46 | 25:46 | 31:45 | 33:48 | 44:28 | 08:02 | 05:57 |
 | Crown | 5 | 6.58% | 95.7 | 80.00% | +47.61% | +20.00% | +20.00% | 0.00% | 32:01 | 24:13 | 24:13 | 31:45 | 33:47 | 44:27 | 09:34 | 07:05 |
 | Chainmail | 65 | 85.53% | 93.6 | 40.00% | +30.91% | -2.50% | +3.75% | 2.82% | 08:24 | 03:14 | 07:19 | 08:35 | 09:32 | 11:10 | 02:13 | 01:38 |
 | Phase Boots | 65 | 85.53% | 91.5 | 40.00% | +30.91% | +10.00% | -2.50% | -5.91% | 09:07 | 05:04 | 07:58 | 09:11 | 10:05 | 11:38 | 02:07 | 01:34 |
 | Bottle | 75 | 98.68% | 89.4 | 36.00% | +36.00% | +11.37% | +0.84% | -10.53% | 01:43 | 00:05 | 01:18 | 01:32 | 01:41 | 12:56 | 00:23 | 00:17 |
 | Black King Bar | 65 | 85.53% | 87.2 | 36.92% | +9.65% | +6.83% | -11.92% | -4.31% | 21:54 | 16:14 | 19:19 | 21:31 | 23:40 | 37:24 | 04:21 | 03:13 |
 | Boots of Speed | 76 | 100.00% | 85.1 | 35.53% | +35.53% | -14.48% | -9.21% | 2.90% | 04:46 | 01:05 | 03:40 | 04:35 | 05:29 | 08:14 | 01:49 | 01:20 |
 | Blight Stone | 67 | 88.16% | 83.0 | 35.82% | +2.49% | +5.36% | -18.17% | -13.07% | 03:45 | 00:44 | 02:34 | 03:14 | 04:22 | 11:42 | 01:48 | 01:20 |
 | Magic Stick | 74 | 97.37% | 80.9 | 35.14% | -14.86% | +12.23% | -7.36% | -5.65% | 04:31 | -01:29 | 02:19 | 03:21 | 05:47 | 20:21 | 03:28 | 02:34 |
 | Magic Wand | 74 | 97.37% | 78.7 | 35.14% | -14.86% | +17.49% | +3.75% | -4.12% | 06:45 | -01:29 | 04:54 | 05:56 | 08:14 | 15:14 | 03:20 | 02:28 |
 | Quelling Blade | 74 | 97.37% | 76.6 | 35.14% | -14.86% | +6.97% | -1.81% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:25 | 00:00 | 00:00 |
 | Aghanim's Scepter | 38 | 50.00% | 74.5 | 39.47% | +7.89% | +0.53% | +27.20% | 4.17% | 30:10 | 23:00 | 25:57 | 30:39 | 32:21 | 48:02 | 06:24 | 04:44 |
 | Maelstrom | 53 | 69.74% | 72.3 | 35.85% | +1.07% | +10.30% | -5.08% | -5.56% | 16:33 | 11:28 | 14:15 | 15:32 | 17:01 | 28:19 | 02:46 | 02:02 |
 | Void Stone | 20 | 26.32% | 70.2 | 45.00% | +12.86% | -5.00% | -25.00% | -1.44% | 32:04 | 12:57 | 25:44 | 33:06 | 39:36 | 42:52 | 13:52 | 10:16 |
 | Ring of Health | 17 | 22.37% | 68.1 | 47.06% | +14.86% | +2.94% | -22.06% | -1.80% | 33:11 | 18:14 | 25:43 | 33:37 | 39:37 | 42:52 | 13:54 | 10:17 |
 | Javelin | 55 | 72.37% | 66.0 | 34.55% | -3.55% | +1.16% | +8.31% | 1.87% | 13:31 | 08:10 | 10:14 | 11:56 | 14:03 | 26:12 | 03:49 | 02:49 |
 | Orb of Venom | 48 | 63.16% | 63.8 | 35.42% | -0.29% | -2.09% | -18.75% | -4.46% | 07:01 | 02:42 | 04:43 | 06:35 | 08:27 | 15:13 | 03:44 | 02:45 |
 | Orb of Corrosion | 48 | 63.16% | 61.7 | 35.42% | -0.29% | -2.09% | -18.75% | -4.76% | 07:35 | 03:14 | 05:21 | 06:42 | 08:51 | 15:31 | 03:30 | 02:35 |
 | Aghanim's Shard | 34 | 44.74% | 59.6 | 38.24% | +4.91% | -4.91% | -0.74% | 0.55% | 28:44 | 18:30 | 24:27 | 28:18 | 32:02 | 40:28 | 07:35 | 05:37 |
 | Fluffy Hat | 49 | 64.47% | 57.4 | 34.69% | -2.35% | -1.36% | -18.02% | -4.18% | 07:13 | 02:43 | 04:45 | 06:40 | 08:44 | 15:13 | 03:59 | 02:57 |
 | Kaya and Sange | 11 | 14.47% | 55.3 | 45.45% | +11.60% | +21.22% | -12.12% | -8.37% | 34:23 | 21:15 | 32:47 | 35:51 | 36:46 | 38:44 | 03:59 | 02:57 |
 | Sange | 11 | 14.47% | 53.2 | 45.45% | +11.60% | +21.22% | -12.12% | -8.30% | 34:00 | 20:44 | 32:45 | 35:50 | 36:46 | 38:36 | 04:01 | 02:58 |
 | Kaya | 15 | 19.74% | 51.1 | 40.00% | +5.57% | +10.00% | +10.00% | 0.00% | 32:23 | 17:44 | 29:57 | 32:22 | 35:07 | 40:27 | 05:10 | 03:49 |
 | Desolator | 3 | 3.95% | 48.9 | 66.67% | +32.42% | +33.33% | 0.00% | 0.00% | 26:18 | 24:55 | 24:55 | 26:16 | 27:44 | 27:44 | 02:49 | 02:05 |
 | Ring of Protection | 3 | 3.95% | 46.8 | 66.67% | +32.42% | +33.33% | 0.00% | 0.00% | 06:30 | -01:29 | -01:29 | 08:13 | 12:45 | 12:45 | 14:14 | 10:32 |
 | Linken's Sphere | 11 | 14.47% | 44.7 | 36.36% | +0.98% | -3.03% | -36.36% | -7.87% | 32:01 | 21:03 | 29:11 | 30:41 | 33:25 | 45:16 | 04:14 | 03:08 |
 | Bloodthorn | 1 | 1.32% | 42.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:13 | 35:13 | 35:13 | 35:13 | 35:13 | 35:13 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 1.32% | 40.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:38 | 18:38 | 18:38 | 18:38 | 18:38 | 18:38 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 1.32% | 38.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:17 | 13:17 | 13:17 | 13:17 | 13:17 | 13:17 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 1.32% | 36.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:47 | 34:47 | 34:47 | 34:47 | 34:47 | 34:47 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 1.32% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:25 | 36:25 | 36:25 | 36:25 | 36:25 | 36:25 | 00:00 | 00:00 |
 | Refresher Orb | 6 | 7.89% | 31.9 | 33.33% | -2.38% | +16.67% | -33.33% | -12.99% | 42:16 | 34:18 | 38:16 | 39:36 | 42:07 | 57:24 | 03:51 | 02:51 |
 | Falcon Blade | 2 | 2.63% | 29.8 | 50.00% | +14.86% | -50.00% | 0.00% | 0.00% | 11:46 | 11:11 | 11:11 | 12:20 | 12:20 | 12:20 | 01:09 | 00:51 |
 | Crystalys | 2 | 2.63% | 27.7 | 50.00% | +14.86% | +50.00% | 0.00% | 0.00% | 43:05 | 33:52 | 33:52 | 52:17 | 52:17 | 52:17 | 18:25 | 13:38 |
 | Orchid Malevolence | 2 | 2.63% | 25.5 | 50.00% | +14.86% | -50.00% | 0.00% | 0.00% | 22:38 | 15:24 | 15:24 | 29:51 | 29:51 | 29:51 | 14:27 | 10:42 |
 | Wraith Band | 3 | 3.95% | 23.4 | 33.33% | -2.29% | -33.33% | 0.00% | 0.00% | 06:42 | 03:16 | 03:16 | 03:26 | 13:23 | 13:23 | 10:07 | 07:29 |
 | Wind Lace | 4 | 5.26% | 21.3 | 25.00% | -11.11% | +75.00% | -25.00% | 0.00% | 16:37 | 06:16 | 06:16 | 07:26 | 16:51 | 35:53 | 10:35 | 07:50 |
 | Blink Dagger | 4 | 5.26% | 19.1 | 25.00% | -11.11% | -25.00% | -25.00% | 0.00% | 26:23 | 22:06 | 22:06 | 22:07 | 30:31 | 30:46 | 08:25 | 06:14 |
 | Drum of Endurance | 1 | 1.32% | 17.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:45 | 08:45 | 08:45 | 08:45 | 08:45 | 08:45 | 00:00 | 00:00 |
 | Soul Ring | 1 | 1.32% | 14.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:14 | 08:14 | 08:14 | 08:14 | 08:14 | 08:14 | 00:00 | 00:00 |
 | Mjollnir | 1 | 1.32% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:00 | 49:00 | 49:00 | 49:00 | 49:00 | 49:00 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 1.32% | 10.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:08 | 52:08 | 52:08 | 52:08 | 52:08 | 52:08 | 00:00 | 00:00 |
 | Shiva's Guard | 5 | 6.58% | 8.5 | 0.00% | -38.03% | 0.00% | 0.00% | 0.00% | 33:57 | 29:03 | 29:03 | 31:40 | 35:25 | 42:21 | 06:22 | 04:42 |
 | Eul's Scepter of Divinity | 1 | 1.32% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:05 | 36:05 | 36:05 | 36:05 | 36:05 | 36:05 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 1.32% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:28 | 41:28 | 41:28 | 41:28 | 41:28 | 41:28 | 00:00 | 00:00 |
 | Power Treads | 2 | 2.63% | 2.1 | 0.00% | -36.49% | 0.00% | 0.00% | 0.00% | 09:33 | 08:03 | 08:03 | 11:02 | 11:02 | 11:02 | 02:59 | 02:12 |