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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 | |
 | Overwhelming Blink | 16 | 15.09% | 100.0 | 87.50% | +38.61% | +12.50% | -12.50% | -2.39% | 46:21 | 35:01 | 40:06 | 44:26 | 50:33 | 60:02 | 10:27 | 07:44 |
 | Void Stone | 50 | 47.17% | 98.3 | 64.00% | +17.57% | -10.15% | -14.00% | -0.31% | 30:52 | 05:48 | 24:39 | 30:18 | 37:14 | 57:51 | 12:35 | 09:19 |
 | Blink Dagger | 92 | 86.79% | 96.7 | 59.78% | +38.35% | +14.13% | -7.61% | -3.99% | 21:45 | 12:27 | 17:24 | 19:41 | 22:51 | 47:12 | 05:27 | 04:02 |
 | Skull Basher | 72 | 67.92% | 95.0 | 61.11% | +19.93% | 0.00% | -5.55% | -0.64% | 33:08 | 22:36 | 27:55 | 31:33 | 36:33 | 58:47 | 08:38 | 06:23 |
 | Aghanim's Scepter | 47 | 44.34% | 93.3 | 63.83% | +16.37% | +11.17% | -5.50% | -2.48% | 27:57 | 21:34 | 24:20 | 27:13 | 31:04 | 40:43 | 06:44 | 04:59 |
 | Ring of Health | 42 | 39.62% | 91.7 | 64.29% | +15.85% | -27.93% | -14.29% | 0.97% | 28:45 | 02:23 | 21:55 | 26:40 | 35:59 | 1:14:08 | 14:04 | 10:25 |
 | Diffusal Blade | 91 | 85.85% | 90.0 | 57.14% | +17.14% | +12.43% | -26.71% | -18.64% | 14:17 | 09:29 | 13:10 | 14:27 | 15:16 | 17:28 | 02:06 | 01:33 |
 | Magic Wand | 93 | 87.74% | 88.3 | 56.99% | +18.53% | -0.47% | -9.16% | -1.62% | 08:17 | 02:18 | 05:14 | 07:21 | 10:35 | 24:23 | 05:21 | 03:57 |
 | Magic Stick | 99 | 93.40% | 86.7 | 56.57% | +28.00% | -8.57% | +11.43% | 7.10% | 04:17 | -01:29 | 02:20 | 03:11 | 05:09 | 14:41 | 02:49 | 02:05 |
 | Bottle | 89 | 83.96% | 85.0 | 56.18% | +9.12% | +7.46% | -6.18% | -13.64% | 01:37 | 00:18 | 01:24 | 01:35 | 01:42 | 04:34 | 00:18 | 00:13 |
 | Quelling Blade | 106 | 100.00% | 83.3 | 54.72% | +54.72% | -10.28% | -0.87% | 0.00% | -01:28 | -01:30 | -01:29 | -01:29 | -01:29 | -00:55 | 00:00 | 00:00 |
 | Boots of Speed | 105 | 99.06% | 81.7 | 54.29% | -45.71% | +7.25% | +3.40% | -1.58% | 05:11 | -01:29 | 04:01 | 05:16 | 06:27 | 12:25 | 02:26 | 01:48 |
 | Blight Stone | 97 | 91.51% | 80.0 | 54.64% | -0.92% | +20.36% | -0.47% | -11.90% | 04:00 | -01:28 | 02:35 | 03:03 | 04:20 | 13:14 | 01:45 | 01:17 |
 | Fluffy Hat | 89 | 83.96% | 78.3 | 55.06% | +2.12% | +13.12% | -9.61% | -5.09% | 08:20 | 03:27 | 05:21 | 07:50 | 09:49 | 25:22 | 04:28 | 03:18 |
 | Sange | 10 | 9.43% | 76.7 | 80.00% | +27.92% | +20.00% | -30.00% | 0.00% | 23:09 | 17:08 | 19:29 | 21:43 | 24:04 | 33:19 | 04:35 | 03:23 |
 | Heaven's Halberd | 10 | 9.43% | 75.0 | 80.00% | +27.92% | +20.00% | -30.00% | 0.00% | 24:30 | 19:29 | 21:18 | 22:43 | 27:09 | 33:21 | 05:51 | 04:20 |
 | Orb of Venom | 86 | 81.13% | 73.3 | 54.65% | -0.35% | +4.44% | -11.79% | -3.45% | 07:50 | 02:46 | 04:48 | 07:28 | 09:30 | 21:31 | 04:42 | 03:28 |
 | Orb of Corrosion | 86 | 81.13% | 71.7 | 54.65% | -0.35% | +13.53% | -16.55% | -7.37% | 08:43 | 04:23 | 06:01 | 08:14 | 10:06 | 22:08 | 04:05 | 03:01 |
 | Arcane Boots | 94 | 88.68% | 70.0 | 52.13% | -22.87% | +14.54% | -4.30% | -10.09% | 08:18 | 04:23 | 07:17 | 08:14 | 09:09 | 17:11 | 01:52 | 01:22 |
 | Power Treads | 9 | 8.49% | 68.3 | 77.78% | +25.20% | +22.22% | +22.22% | 0.00% | 15:37 | 07:03 | 07:09 | 10:51 | 15:16 | 48:07 | 08:07 | 06:00 |
 | Linken's Sphere | 23 | 21.70% | 66.7 | 60.87% | +7.86% | -27.54% | -10.87% | 1.74% | 32:37 | 22:20 | 25:15 | 30:18 | 34:49 | 1:17:30 | 09:34 | 07:05 |
 | Octarine Core | 19 | 17.92% | 65.0 | 63.16% | +10.29% | +16.84% | +16.84% | 0.00% | 40:26 | 32:31 | 37:30 | 38:53 | 41:20 | 57:51 | 03:50 | 02:50 |
 | Aghanim's Shard | 74 | 69.81% | 63.3 | 50.00% | -15.63% | +7.89% | +5.56% | -0.25% | 24:53 | 15:23 | 18:48 | 22:21 | 28:18 | 54:58 | 09:30 | 07:02 |
 | Black King Bar | 15 | 14.15% | 61.7 | 66.67% | +13.92% | +8.33% | +8.33% | 0.00% | 29:14 | 22:09 | 23:37 | 27:08 | 32:35 | 45:43 | 08:58 | 06:38 |
 | Abyssal Blade | 15 | 14.15% | 60.0 | 66.67% | +13.92% | +33.33% | -16.67% | -5.41% | 48:01 | 32:30 | 42:27 | 45:54 | 51:42 | 1:14:14 | 09:15 | 06:51 |
 | Aether Lens | 18 | 16.98% | 58.3 | 61.11% | +7.70% | +18.89% | +13.89% | -0.90% | 39:32 | 29:51 | 35:47 | 37:33 | 41:20 | 57:51 | 05:33 | 04:06 |
 | Shiva's Guard | 8 | 7.55% | 56.7 | 75.00% | +21.94% | +25.00% | -25.00% | 0.00% | 40:33 | 28:23 | 29:44 | 37:24 | 40:07 | 1:06:20 | 10:23 | 07:41 |
 | Vanguard | 17 | 16.04% | 55.0 | 58.82% | +4.89% | -33.82% | -8.82% | 0.71% | 39:21 | 09:50 | 13:46 | 42:18 | 48:51 | 1:14:08 | 35:05 | 25:59 |
 | Ring of Protection | 13 | 12.26% | 53.3 | 61.54% | +7.78% | -28.21% | -28.21% | 0.00% | 14:52 | -01:29 | -01:28 | 18:18 | 21:36 | 36:28 | 23:04 | 17:05 |
 | Boots of Travel | 11 | 10.38% | 51.7 | 63.64% | +9.96% | +3.03% | -30.31% | -3.32% | 41:23 | 32:25 | 35:19 | 42:03 | 45:21 | 50:53 | 10:02 | 07:25 |
 | Buckler | 9 | 8.49% | 50.0 | 66.67% | +13.06% | +33.33% | -16.67% | 0.00% | 21:21 | 12:39 | 14:31 | 20:50 | 23:46 | 36:28 | 09:15 | 06:51 |
 | Lotus Orb | 9 | 8.49% | 48.3 | 66.67% | +13.06% | -16.67% | +33.33% | 0.00% | 27:52 | 22:00 | 22:05 | 27:22 | 30:54 | 34:39 | 08:49 | 06:31 |
 | Javelin | 10 | 9.43% | 46.7 | 60.00% | +5.83% | +6.67% | -10.00% | 0.00% | 41:18 | 18:53 | 32:58 | 33:34 | 49:28 | 1:13:29 | 16:30 | 12:13 |
 | Guardian Greaves | 8 | 7.55% | 45.0 | 62.50% | +8.42% | +37.50% | -62.50% | 0.00% | 23:02 | 16:58 | 17:08 | 22:01 | 24:07 | 30:40 | 06:59 | 05:10 |
 | Maelstrom | 8 | 7.55% | 43.3 | 62.50% | +8.42% | +37.50% | -12.50% | 0.00% | 42:56 | 20:45 | 33:13 | 36:58 | 49:28 | 1:13:29 | 16:15 | 12:02 |
 | Chainmail | 9 | 8.49% | 41.7 | 55.56% | +0.92% | -55.56% | -5.56% | 0.00% | 13:31 | 06:48 | 09:19 | 12:20 | 16:09 | 23:56 | 06:50 | 05:03 |
 | Mekansm | 9 | 8.49% | 40.0 | 55.56% | +0.92% | -5.56% | -5.56% | 0.00% | 15:01 | 09:53 | 11:58 | 13:54 | 16:45 | 23:57 | 04:47 | 03:32 |
 | Crown | 4 | 3.77% | 38.3 | 75.00% | +21.08% | +25.00% | +25.00% | 0.00% | 47:26 | 07:03 | 07:03 | 53:07 | 54:39 | 1:14:53 | 47:36 | 35:15 |
 | Boots of Travel 2 | 4 | 3.77% | 36.7 | 75.00% | +21.08% | +25.00% | -75.00% | 0.00% | 50:54 | 44:46 | 44:46 | 50:06 | 51:06 | 57:38 | 06:20 | 04:41 |
 | Mjollnir | 2 | 1.89% | 35.0 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 43:29 | 37:06 | 37:06 | 49:52 | 49:52 | 49:52 | 12:46 | 09:27 |
 | Headdress | 10 | 9.43% | 33.3 | 50.00% | -5.21% | -16.67% | -50.00% | 0.00% | 11:41 | 01:34 | 02:47 | 10:21 | 16:46 | 23:56 | 13:59 | 10:21 |
 | Aeon Disk | 15 | 14.15% | 31.7 | 40.00% | -17.14% | +10.00% | +10.00% | 0.00% | 40:28 | 25:32 | 35:00 | 41:43 | 43:00 | 1:04:54 | 08:00 | 05:55 |
 | Gleipnir | 3 | 2.83% | 30.0 | 66.67% | +12.30% | +33.33% | 0.00% | 0.00% | 1:01:16 | 53:18 | 53:18 | 54:42 | 1:15:49 | 1:15:49 | 22:31 | 16:40 |
 | Rod of Atos | 3 | 2.83% | 28.3 | 66.67% | +12.30% | +33.33% | 0.00% | 0.00% | 1:01:12 | 53:07 | 53:07 | 54:40 | 1:15:49 | 1:15:49 | 22:42 | 16:48 |
 | Wind Lace | 4 | 3.77% | 26.7 | 50.00% | -4.90% | +50.00% | -50.00% | 0.00% | 29:28 | 21:06 | 21:06 | 25:41 | 30:31 | 40:32 | 09:25 | 06:58 |
 | Wraith Band | 4 | 3.77% | 25.0 | 50.00% | -4.90% | +50.00% | -50.00% | 0.00% | 03:13 | 01:46 | 01:46 | 02:22 | 03:01 | 05:42 | 01:15 | 00:55 |
 | Eul's Scepter of Divinity | 4 | 3.77% | 23.3 | 50.00% | -4.90% | +50.00% | -50.00% | 0.00% | 30:55 | 24:49 | 24:49 | 26:56 | 31:19 | 40:36 | 06:30 | 04:48 |
 | Assault Cuirass | 1 | 0.94% | 21.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:22 | 38:22 | 38:22 | 38:22 | 38:22 | 38:22 | 00:00 | 00:00 |
 | Satanic | 1 | 0.94% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:05 | 32:05 | 32:05 | 32:05 | 32:05 | 32:05 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 0.94% | 18.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:57 | 07:57 | 07:57 | 07:57 | 07:57 | 07:57 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 0.94% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:38 | 31:38 | 31:38 | 31:38 | 31:38 | 31:38 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 0.94% | 15.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:30 | 15:30 | 15:30 | 15:30 | 15:30 | 15:30 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 0.94% | 13.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:51 | 29:51 | 29:51 | 29:51 | 29:51 | 29:51 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 0.94% | 11.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:38 | 31:38 | 31:38 | 31:38 | 31:38 | 31:38 | 00:00 | 00:00 |
 | Force Staff | 5 | 4.72% | 10.0 | 40.00% | -15.45% | -40.00% | -40.00% | 0.00% | 24:29 | 17:59 | 17:59 | 24:41 | 27:25 | 33:08 | 09:26 | 06:59 |
 | Hood of Defiance | 2 | 1.89% | 8.3 | 50.00% | -4.81% | -50.00% | 0.00% | 0.00% | 18:16 | 11:39 | 11:39 | 24:53 | 24:53 | 24:53 | 13:14 | 09:48 |
 | Aghanim's Blessing | 2 | 1.89% | 6.7 | 50.00% | -4.81% | +50.00% | 0.00% | 0.00% | 58:17 | 51:54 | 51:54 | 1:04:39 | 1:04:39 | 1:04:39 | 12:45 | 09:26 |
 | Urn of Shadows | 2 | 1.89% | 5.0 | 50.00% | -4.81% | +50.00% | 0.00% | 0.00% | 08:59 | 07:13 | 07:13 | 10:44 | 10:44 | 10:44 | 03:31 | 02:36 |
 | Pipe of Insight | 2 | 1.89% | 3.3 | 50.00% | -4.81% | -50.00% | 0.00% | 0.00% | 25:00 | 22:14 | 22:14 | 27:46 | 27:46 | 27:46 | 05:32 | 04:05 |
 | Monkey King Bar | 2 | 1.89% | 1.7 | 50.00% | -4.81% | +50.00% | 0.00% | 0.00% | 40:09 | 30:57 | 30:57 | 49:21 | 49:21 | 49:21 | 18:24 | 13:37 |