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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 | |
 | Blink Dagger | 29 | 13.12% | 100.0 | 82.76% | +29.63% | +17.24% | -11.33% | -2.22% | 37:02 | 22:44 | 29:30 | 35:03 | 42:23 | 1:06:52 | 12:53 | 09:32 |
 | Octarine Core | 8 | 3.62% | 98.4 | 100.00% | +44.60% | 0.00% | 0.00% | 0.00% | 48:15 | 41:26 | 42:56 | 45:14 | 48:26 | 1:01:20 | 05:30 | 04:04 |
 | Aether Lens | 73 | 33.03% | 96.9 | 68.49% | +17.14% | +9.29% | -7.38% | -1.52% | 32:23 | 21:52 | 26:27 | 29:19 | 37:23 | 1:15:06 | 10:56 | 08:05 |
 | Wind Lace | 94 | 42.53% | 95.3 | 64.89% | +13.71% | -19.06% | +13.37% | 2.80% | 17:36 | -01:29 | 10:27 | 15:43 | 22:03 | 55:49 | 11:36 | 08:35 |
 | Tranquil Boots | 51 | 23.08% | 93.8 | 68.63% | +15.10% | +8.29% | -7.09% | -0.87% | 25:23 | 07:02 | 16:13 | 24:32 | 33:59 | 56:28 | 17:46 | 13:09 |
 | Void Stone | 108 | 48.87% | 92.2 | 62.96% | +11.63% | -22.22% | -3.70% | 1.40% | 24:34 | 04:02 | 18:44 | 25:37 | 31:55 | 1:07:26 | 13:11 | 09:45 |
 | Arcane Boots | 111 | 50.23% | 90.6 | 61.26% | +8.53% | -0.55% | -0.55% | 0.00% | 20:29 | 06:27 | 18:42 | 20:08 | 22:11 | 38:04 | 03:29 | 02:34 |
 | Force Staff | 48 | 21.72% | 89.1 | 66.67% | +12.33% | +25.00% | -8.34% | -5.94% | 33:44 | 22:05 | 30:38 | 33:53 | 36:15 | 46:48 | 05:37 | 04:09 |
 | Magic Wand | 194 | 87.78% | 87.5 | 58.25% | +10.10% | +9.10% | -14.50% | -2.35% | 10:08 | -01:29 | 05:20 | 09:09 | 15:23 | 36:12 | 10:03 | 07:26 |
 | Aghanim's Shard | 201 | 90.95% | 85.9 | 57.71% | +7.71% | +10.29% | -15.71% | -16.77% | 16:43 | 15:00 | 15:01 | 15:17 | 16:34 | 40:53 | 01:33 | 01:08 |
 | Magic Stick | 207 | 93.67% | 84.4 | 57.49% | +7.49% | -5.57% | -5.57% | 0.00% | 03:53 | -01:29 | -01:29 | 02:15 | 06:43 | 36:05 | 08:12 | 06:04 |
 | Boots of Speed | 221 | 100.00% | 82.8 | 57.01% | +57.01% | +2.99% | -11.56% | -4.55% | 06:13 | -01:30 | 04:47 | 06:20 | 07:59 | 15:57 | 03:12 | 02:22 |
 | Orb of Venom | 81 | 36.65% | 81.3 | 60.49% | +5.49% | -0.49% | -10.49% | -10.00% | -00:33 | -01:30 | -01:29 | -01:29 | -01:28 | 18:27 | 00:01 | 00:00 |
 | Fluffy Hat | 75 | 33.94% | 79.7 | 60.00% | +4.52% | +8.42% | -2.11% | -1.05% | 23:06 | 03:34 | 18:12 | 21:44 | 28:13 | 42:55 | 10:01 | 07:25 |
 | Eul's Scepter of Divinity | 15 | 6.79% | 78.1 | 73.33% | +17.50% | +1.67% | +1.67% | 0.00% | 35:52 | 22:57 | 30:08 | 35:40 | 37:18 | 52:00 | 07:10 | 05:18 |
 | Quelling Blade | 82 | 37.10% | 76.6 | 52.44% | -7.27% | -0.06% | -7.44% | 0.00% | 01:57 | -01:30 | -01:29 | -01:29 | -01:29 | 43:48 | 00:00 | 00:00 |
 | Drum of Endurance | 7 | 3.17% | 75.0 | 85.71% | +29.64% | +14.29% | -35.71% | 0.00% | 29:21 | 23:51 | 23:52 | 25:05 | 26:38 | 43:17 | 02:46 | 02:02 |
 | Aghanim's Scepter | 23 | 10.41% | 73.4 | 60.87% | +4.30% | -10.87% | +5.80% | 1.56% | 35:31 | 23:30 | 29:28 | 33:50 | 40:09 | 55:13 | 10:41 | 07:54 |
 | Nullifier | 17 | 7.69% | 71.9 | 64.71% | +8.34% | +35.29% | -14.71% | -3.62% | 37:19 | 25:08 | 28:00 | 36:27 | 41:48 | 57:30 | 13:48 | 10:13 |
 | Ring of Health | 48 | 21.72% | 70.3 | 52.08% | -6.30% | -2.08% | +6.25% | 0.33% | 12:23 | 00:49 | 01:46 | 02:32 | 26:47 | 1:07:26 | 25:01 | 18:31 |
 | Manta Style | 39 | 17.65% | 68.8 | 53.85% | -3.84% | +16.15% | -13.85% | -3.61% | 26:57 | 18:56 | 21:59 | 26:21 | 30:18 | 38:59 | 08:19 | 06:09 |
 | Diffusal Blade | 63 | 28.51% | 67.2 | 49.21% | -10.92% | +13.29% | +0.79% | -3.11% | 15:04 | 09:49 | 12:37 | 14:53 | 16:38 | 31:37 | 04:01 | 02:58 |
 | Power Treads | 66 | 29.86% | 65.6 | 48.48% | -12.17% | +10.34% | -17.23% | -5.82% | 10:16 | 04:24 | 06:59 | 09:36 | 11:43 | 33:21 | 04:44 | 03:30 |
 | Yasha | 46 | 20.81% | 64.1 | 50.00% | -8.86% | +25.00% | -4.55% | -4.24% | 21:36 | 14:04 | 17:52 | 21:25 | 24:50 | 35:00 | 06:58 | 05:09 |
 | Helm of Iron Will | 21 | 9.50% | 62.5 | 57.14% | +0.14% | +22.86% | -17.14% | -3.44% | 35:35 | 23:30 | 26:28 | 34:39 | 38:05 | 57:28 | 11:37 | 08:36 |
 | Wraith Band | 48 | 21.72% | 60.9 | 47.92% | -11.62% | +10.41% | +10.41% | 0.00% | 08:33 | -01:29 | 01:40 | 02:33 | 08:51 | 53:06 | 07:11 | 05:19 |
 | Ring of Protection | 8 | 3.62% | 59.4 | 75.00% | +18.66% | -25.00% | -25.00% | 0.00% | 18:59 | 02:12 | 10:55 | 21:58 | 23:44 | 24:54 | 12:49 | 09:29 |
 | Lotus Orb | 8 | 3.62% | 57.8 | 75.00% | +18.66% | -25.00% | -25.00% | 0.00% | 34:36 | 31:16 | 31:45 | 33:25 | 36:46 | 38:06 | 05:01 | 03:42 |
 | Aeon Disk | 7 | 3.17% | 56.3 | 71.43% | +14.89% | -21.43% | +28.57% | 0.00% | 41:21 | 32:42 | 34:34 | 38:11 | 46:06 | 50:23 | 11:32 | 08:32 |
 | Boots of Bearing | 3 | 1.36% | 54.7 | 100.00% | +43.58% | 0.00% | 0.00% | 0.00% | 41:57 | 29:15 | 29:15 | 47:06 | 49:29 | 49:29 | 20:14 | 14:59 |
 | Buckler | 5 | 2.26% | 53.1 | 80.00% | +23.52% | +20.00% | +20.00% | 0.00% | 24:13 | 23:42 | 23:42 | 24:18 | 24:26 | 24:54 | 00:44 | 00:32 |
 | Crown | 27 | 12.22% | 51.6 | 44.44% | -14.32% | -15.87% | +26.99% | 15.13% | 06:02 | 01:04 | 03:43 | 05:15 | 06:33 | 16:37 | 02:50 | 02:05 |
 | Meteor Hammer | 27 | 12.22% | 50.0 | 44.44% | -14.32% | +12.70% | -1.58% | -8.65% | 09:00 | 06:00 | 06:49 | 07:28 | 08:28 | 26:47 | 01:39 | 01:13 |
 | Black King Bar | 19 | 8.60% | 48.4 | 47.37% | -10.55% | +12.63% | -27.37% | -3.10% | 31:14 | 21:02 | 22:44 | 31:56 | 35:39 | 52:04 | 12:55 | 09:34 |
 | Blight Stone | 9 | 4.07% | 46.9 | 55.56% | -1.52% | +44.44% | -55.56% | -10.03% | 09:14 | 02:10 | 03:08 | 07:17 | 13:06 | 23:21 | 09:58 | 07:22 |
 | Headdress | 4 | 1.81% | 45.3 | 75.00% | +18.32% | +25.00% | -75.00% | 0.00% | 26:33 | 14:02 | 14:02 | 22:26 | 32:06 | 37:38 | 18:04 | 13:22 |
 | Guardian Greaves | 2 | 0.90% | 43.8 | 100.00% | +43.38% | 0.00% | 0.00% | 0.00% | 28:04 | 27:23 | 27:23 | 28:44 | 28:44 | 28:44 | 01:21 | 01:00 |
 | Chainmail | 2 | 0.90% | 42.2 | 100.00% | +43.38% | 0.00% | 0.00% | 0.00% | 20:52 | 19:17 | 19:17 | 22:27 | 22:27 | 22:27 | 03:10 | 02:20 |
 | Monkey King Bar | 2 | 0.90% | 40.6 | 100.00% | +43.38% | 0.00% | 0.00% | 0.00% | 40:16 | 39:27 | 39:27 | 41:04 | 41:04 | 41:04 | 01:37 | 01:11 |
 | Mekansm | 2 | 0.90% | 39.1 | 100.00% | +43.38% | 0.00% | 0.00% | 0.00% | 21:57 | 21:27 | 21:27 | 22:27 | 22:27 | 22:27 | 01:00 | 00:44 |
 | Javelin | 2 | 0.90% | 37.5 | 100.00% | +43.38% | 0.00% | 0.00% | 0.00% | 39:31 | 39:19 | 39:19 | 39:43 | 39:43 | 39:43 | 00:24 | 00:17 |
 | Crystalys | 8 | 3.62% | 35.9 | 50.00% | -7.28% | +50.00% | -50.00% | -7.59% | 39:07 | 28:27 | 31:10 | 39:36 | 44:21 | 48:33 | 13:11 | 09:45 |
 | Disperser | 6 | 2.71% | 34.4 | 50.00% | -7.21% | 0.00% | +50.00% | 0.00% | 40:26 | 30:02 | 33:52 | 38:28 | 45:51 | 49:24 | 11:59 | 08:52 |
 | Daedalus | 6 | 2.71% | 32.8 | 50.00% | -7.21% | 0.00% | -50.00% | 0.00% | 42:10 | 35:12 | 39:12 | 41:30 | 45:58 | 47:15 | 06:46 | 05:00 |
 | Vladmir's Offering | 3 | 1.36% | 31.3 | 66.67% | +9.79% | +33.33% | 0.00% | 0.00% | 28:44 | 23:44 | 23:44 | 28:51 | 33:36 | 33:36 | 09:52 | 07:18 |
 | Morbid Mask | 3 | 1.36% | 29.7 | 66.67% | +9.79% | +33.33% | 0.00% | 0.00% | 28:22 | 23:42 | 23:42 | 28:23 | 33:00 | 33:00 | 09:18 | 06:53 |
 | Boots of Travel | 3 | 1.36% | 28.1 | 66.67% | +9.79% | +33.33% | 0.00% | 0.00% | 1:06:59 | 1:03:13 | 1:03:13 | 1:07:49 | 1:09:56 | 1:09:56 | 06:43 | 04:58 |
 | Urn of Shadows | 3 | 1.36% | 26.6 | 66.67% | +9.79% | +33.33% | 0.00% | 0.00% | 11:54 | 04:50 | 04:50 | 10:55 | 19:58 | 19:58 | 15:08 | 11:12 |
 | Ring of Basilius | 3 | 1.36% | 25.0 | 66.67% | +9.79% | +33.33% | 0.00% | 0.00% | 22:33 | 19:32 | 19:32 | 23:42 | 24:26 | 24:26 | 04:54 | 03:37 |
 | Kaya | 1 | 0.45% | 23.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:41 | 26:41 | 26:41 | 26:41 | 26:41 | 26:41 | 00:00 | 00:00 |
 | Yasha and Kaya | 1 | 0.45% | 21.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:58 | 27:58 | 27:58 | 27:58 | 27:58 | 27:58 | 00:00 | 00:00 |
 | Sange | 1 | 0.45% | 20.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:18 | 44:18 | 44:18 | 44:18 | 44:18 | 44:18 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 0.45% | 18.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:03 | 28:03 | 28:03 | 28:03 | 28:03 | 28:03 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 0.45% | 17.2 | 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 |
 | Orb of Corrosion | 5 | 2.26% | 15.6 | 40.00% | -17.41% | +60.00% | -40.00% | 0.00% | 11:13 | 03:55 | 03:55 | 05:32 | 18:22 | 23:21 | 14:27 | 10:42 |
 | Skull Basher | 5 | 2.26% | 14.1 | 40.00% | -17.41% | +60.00% | -40.00% | 0.00% | 42:47 | 34:25 | 34:25 | 40:39 | 49:49 | 54:14 | 15:24 | 11:24 |
 | Bottle | 5 | 2.26% | 12.5 | 40.00% | -17.41% | +60.00% | -40.00% | 0.00% | 12:19 | 01:34 | 01:34 | 02:43 | 03:04 | 52:27 | 01:30 | 01:06 |
 | Pipe of Insight | 2 | 0.90% | 10.9 | 50.00% | -7.08% | +50.00% | 0.00% | 0.00% | 36:47 | 33:20 | 33:20 | 40:14 | 40:14 | 40:14 | 06:54 | 05:06 |
 | Cornucopia | 2 | 0.90% | 9.4 | 50.00% | -7.08% | +50.00% | 0.00% | 0.00% | 46:41 | 33:48 | 33:48 | 59:33 | 59:33 | 59:33 | 25:45 | 19:04 |
 | Linken's Sphere | 3 | 1.36% | 7.8 | 33.33% | -24.01% | +66.67% | 0.00% | 0.00% | 53:41 | 34:00 | 34:00 | 59:36 | 1:07:26 | 1:07:26 | 33:26 | 24:45 |
 | Hood of Defiance | 3 | 1.36% | 6.3 | 33.33% | -24.01% | -33.33% | 0.00% | 0.00% | 29:28 | 27:40 | 27:40 | 28:38 | 32:05 | 32:05 | 04:25 | 03:16 |
 | Desolator | 1 | 0.45% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:58 | 50:58 | 50:58 | 50:58 | 50:58 | 50:58 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 0.45% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:02 | 32:02 | 32:02 | 32:02 | 32:02 | 32:02 | 00:00 | 00:00 |
 | Null Talisman | 1 | 0.45% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:11 | 18:11 | 18:11 | 18:11 | 18:11 | 18:11 | 00:00 | 00:00 |