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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 | |
 | Desolator | 19 | 19.79% | 100.0 | 84.21% | +33.56% | -4.21% | +15.79% | 1.58% | 25:21 | 13:25 | 15:22 | 22:48 | 28:03 | 46:43 | 12:41 | 09:23 |
 | Dragon Lance | 19 | 19.79% | 98.2 | 84.21% | +33.56% | -4.21% | +15.79% | 3.09% | 19:20 | 14:08 | 15:10 | 16:47 | 21:38 | 27:58 | 06:28 | 04:47 |
 | Wraith Band | 13 | 13.54% | 96.4 | 84.62% | +31.61% | -17.95% | +15.38% | 1.97% | 11:11 | 02:18 | 02:37 | 05:20 | 19:34 | 26:51 | 16:57 | 12:33 |
 | Linken's Sphere | 6 | 6.25% | 94.6 | 100.00% | +45.56% | 0.00% | 0.00% | 0.00% | 41:06 | 21:30 | 33:08 | 36:59 | 51:52 | 1:01:28 | 18:44 | 13:52 |
 | Helm of Iron Will | 47 | 48.96% | 92.9 | 68.09% | +21.15% | -1.42% | -9.76% | -0.94% | 30:59 | 18:31 | 26:13 | 30:45 | 35:07 | 45:45 | 08:54 | 06:35 |
 | Power Treads | 56 | 58.33% | 91.1 | 66.07% | +21.07% | +12.50% | +5.36% | -0.95% | 17:16 | 05:46 | 12:47 | 16:48 | 20:20 | 33:56 | 07:33 | 05:35 |
 | Nullifier | 43 | 44.79% | 89.3 | 67.44% | +18.38% | -3.80% | -21.99% | -2.42% | 33:23 | 22:30 | 29:13 | 34:11 | 36:44 | 46:45 | 07:31 | 05:34 |
 | Boots of Speed | 91 | 94.79% | 87.5 | 60.44% | +60.44% | +13.47% | -25.66% | -7.43% | 08:08 | 01:09 | 04:49 | 06:53 | 10:05 | 26:58 | 05:16 | 03:54 |
 | Magic Wand | 84 | 87.50% | 85.7 | 60.71% | +27.38% | +15.48% | -17.85% | -4.84% | 07:58 | -01:29 | 04:02 | 08:05 | 10:55 | 19:58 | 06:53 | 05:05 |
 | Magic Stick | 80 | 83.33% | 83.9 | 58.75% | +8.75% | -8.75% | -3.75% | 0.60% | 04:58 | -01:29 | -00:07 | 04:03 | 08:30 | 19:09 | 08:37 | 06:22 |
 | Aghanim's Shard | 5 | 5.21% | 82.1 | 100.00% | +45.05% | 0.00% | 0.00% | 0.00% | 26:36 | 15:06 | 15:06 | 28:11 | 32:26 | 34:30 | 17:20 | 12:50 |
 | Blight Stone | 85 | 88.54% | 80.4 | 57.65% | +3.10% | +9.02% | +9.02% | 0.00% | 02:10 | -01:29 | -01:29 | -01:28 | 06:04 | 12:18 | 07:33 | 05:35 |
 | Crown | 84 | 87.50% | 78.6 | 57.14% | -1.19% | -4.76% | +9.53% | 4.31% | 13:14 | 05:16 | 10:28 | 11:48 | 13:47 | 38:20 | 03:19 | 02:27 |
 | Cornucopia | 42 | 43.75% | 76.8 | 61.90% | +8.20% | +19.92% | -11.90% | -5.73% | 24:30 | 13:17 | 20:25 | 23:01 | 25:58 | 1:01:28 | 05:33 | 04:06 |
 | Chainmail | 79 | 82.29% | 75.0 | 55.70% | -9.01% | -0.70% | +4.30% | 1.78% | 08:41 | 04:11 | 07:16 | 08:33 | 10:05 | 18:41 | 02:49 | 02:05 |
 | Medallion of Courage | 79 | 82.29% | 73.2 | 55.70% | -9.01% | -5.70% | +4.30% | 3.16% | 09:26 | 04:34 | 07:44 | 09:08 | 10:54 | 19:12 | 03:10 | 02:20 |
 | Rod of Atos | 10 | 10.42% | 71.4 | 80.00% | +25.35% | -46.67% | +20.00% | 0.00% | 27:19 | 17:01 | 17:56 | 19:37 | 36:54 | 55:12 | 18:58 | 14:02 |
 | Gleipnir | 10 | 10.42% | 69.6 | 80.00% | +25.35% | -46.67% | +20.00% | 0.00% | 27:50 | 17:55 | 18:48 | 19:37 | 37:25 | 55:18 | 18:37 | 13:47 |
 | Black King Bar | 17 | 17.71% | 67.9 | 70.59% | +16.16% | +4.41% | +4.41% | 0.00% | 26:16 | 19:47 | 21:20 | 23:49 | 27:43 | 46:04 | 06:23 | 04:43 |
 | Fluffy Hat | 19 | 19.79% | 66.1 | 68.42% | +13.87% | -28.42% | +11.58% | 19.20% | 10:47 | 02:11 | 03:17 | 04:01 | 05:22 | 43:55 | 02:05 | 01:32 |
 | Orchid Malevolence | 38 | 39.58% | 64.3 | 60.53% | +5.36% | +19.47% | -16.09% | -9.04% | 26:42 | 18:05 | 23:53 | 25:49 | 27:49 | 47:18 | 03:56 | 02:54 |
 | Solar Crest | 75 | 78.13% | 62.5 | 54.67% | -12.00% | +3.22% | -2.04% | -1.75% | 14:54 | 07:24 | 13:10 | 14:32 | 16:10 | 26:14 | 03:00 | 02:13 |
 | Wind Lace | 75 | 78.13% | 60.7 | 54.67% | -12.00% | -2.04% | +3.22% | 1.35% | 11:20 | -01:29 | 09:34 | 11:27 | 13:28 | 25:02 | 03:54 | 02:53 |
 | Scythe of Vyse | 12 | 12.50% | 58.9 | 75.00% | +20.24% | +25.00% | -8.33% | -4.24% | 40:45 | 28:54 | 34:00 | 40:32 | 41:52 | 52:16 | 07:52 | 05:49 |
 | Void Stone | 14 | 14.58% | 57.1 | 71.43% | +16.55% | +3.57% | -4.76% | -0.65% | 37:20 | 27:56 | 28:59 | 36:30 | 41:51 | 52:16 | 12:52 | 09:31 |
 | Daedalus | 13 | 13.54% | 55.4 | 69.23% | +13.81% | +30.77% | -2.56% | -7.69% | 33:53 | 27:44 | 30:29 | 32:20 | 34:49 | 47:02 | 04:20 | 03:12 |
 | Javelin | 15 | 15.63% | 53.6 | 66.67% | +11.11% | -16.67% | +33.33% | 24.39% | 13:46 | 05:25 | 07:15 | 07:54 | 09:18 | 39:58 | 02:03 | 01:31 |
 | Quelling Blade | 6 | 6.25% | 51.8 | 83.33% | +27.77% | -33.33% | +16.67% | 0.00% | 00:22 | -01:29 | -01:29 | -01:20 | 01:08 | 06:32 | 02:37 | 01:56 |
 | Hurricane Pike | 6 | 6.25% | 50.0 | 83.33% | +27.77% | -33.33% | +16.67% | 0.00% | 33:30 | 22:52 | 26:04 | 31:52 | 39:17 | 44:22 | 13:13 | 09:47 |
 | Maelstrom | 14 | 14.58% | 48.2 | 64.29% | +8.19% | +10.71% | +35.71% | 16.13% | 15:28 | 09:51 | 11:30 | 11:48 | 13:03 | 37:46 | 01:33 | 01:08 |
 | Falcon Blade | 14 | 14.58% | 46.4 | 64.29% | +8.19% | -14.29% | +2.38% | 12.66% | 05:01 | 03:44 | 04:06 | 04:47 | 05:25 | 07:29 | 01:19 | 00:58 |
 | Force Staff | 8 | 8.33% | 44.6 | 75.00% | +19.32% | +25.00% | +25.00% | 0.00% | 30:56 | 22:12 | 23:25 | 26:33 | 35:58 | 43:55 | 12:33 | 09:17 |
 | Eye of Skadi | 10 | 10.42% | 42.9 | 70.00% | +14.19% | -36.67% | +30.00% | 0.00% | 29:32 | 20:46 | 25:23 | 27:12 | 34:08 | 39:42 | 08:45 | 06:28 |
 | Crystalys | 17 | 17.71% | 41.1 | 58.82% | +1.86% | -8.82% | -8.82% | 0.00% | 30:13 | 21:47 | 25:35 | 27:56 | 31:19 | 46:45 | 05:44 | 04:14 |
 | Boots of Travel | 3 | 3.13% | 39.3 | 100.00% | +44.09% | 0.00% | 0.00% | 0.00% | 52:09 | 44:06 | 44:06 | 54:49 | 57:32 | 57:32 | 13:26 | 09:57 |
 | Morbid Mask | 3 | 3.13% | 37.5 | 100.00% | +44.09% | 0.00% | 0.00% | 0.00% | 36:48 | 33:18 | 33:18 | 34:00 | 43:05 | 43:05 | 09:47 | 07:14 |
 | Butterfly | 3 | 3.13% | 35.7 | 100.00% | +44.09% | 0.00% | 0.00% | 0.00% | 30:40 | 26:18 | 26:18 | 29:06 | 36:35 | 36:35 | 10:17 | 07:37 |
 | Bottle | 2 | 2.08% | 33.9 | 100.00% | +43.62% | 0.00% | 0.00% | 0.00% | 01:26 | 01:14 | 01:14 | 01:37 | 01:37 | 01:37 | 00:23 | 00:17 |
 | Satanic | 2 | 2.08% | 32.1 | 100.00% | +43.62% | 0.00% | 0.00% | 0.00% | 39:19 | 35:05 | 35:05 | 43:33 | 43:33 | 43:33 | 08:28 | 06:16 |
 | Diadem | 3 | 3.13% | 30.4 | 66.67% | +9.68% | +33.33% | 0.00% | 0.00% | 16:19 | 14:41 | 14:41 | 15:48 | 18:29 | 18:29 | 03:48 | 02:48 |
 | Phylactery | 3 | 3.13% | 28.6 | 66.67% | +9.68% | -66.67% | 0.00% | 0.00% | 18:50 | 16:35 | 16:35 | 18:10 | 21:44 | 21:44 | 05:09 | 03:48 |
 | Bloodthorn | 3 | 3.13% | 26.8 | 66.67% | +9.68% | +33.33% | 0.00% | 0.00% | 49:04 | 42:23 | 42:23 | 46:29 | 58:21 | 58:21 | 15:58 | 11:49 |
 | Blink Dagger | 3 | 3.13% | 25.0 | 66.67% | +9.68% | -66.67% | 0.00% | 0.00% | 43:02 | 26:27 | 26:27 | 50:05 | 52:35 | 52:35 | 26:08 | 19:21 |
 | Diffusal Blade | 4 | 4.17% | 23.2 | 50.00% | -7.61% | +50.00% | +50.00% | 0.00% | 23:36 | 21:06 | 21:06 | 23:01 | 25:00 | 25:15 | 03:54 | 02:53 |
 | Vladmir's Offering | 1 | 1.04% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:36 | 33:36 | 33:36 | 33:36 | 33:36 | 33:36 | 00:00 | 00:00 |
 | Buckler | 1 | 1.04% | 19.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:17 | 33:17 | 33:17 | 33:17 | 33:17 | 33:17 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 1.04% | 17.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:48 | 1:06:48 | 1:06:48 | 1:06:48 | 1:06:48 | 1:06:48 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 1.04% | 16.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:17 | 33:17 | 33:17 | 33:17 | 33:17 | 33:17 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 1.04% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:58 | 17:58 | 17:58 | 17:58 | 17:58 | 17:58 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 1.04% | 12.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:37 | 35:37 | 35:37 | 35:37 | 35:37 | 35:37 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 1.04% | 10.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:05 | 47:05 | 47:05 | 47:05 | 47:05 | 47:05 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 1.04% | 8.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:21 | 41:21 | 41:21 | 41:21 | 41:21 | 41:21 | 00:00 | 00:00 |
 | Ghost Scepter | 2 | 2.08% | 7.1 | 50.00% | -7.45% | +50.00% | 0.00% | 0.00% | 30:58 | 30:36 | 30:36 | 31:20 | 31:20 | 31:20 | 00:44 | 00:32 |
 | Mage Slayer | 2 | 2.08% | 5.4 | 50.00% | -7.45% | -50.00% | 0.00% | 0.00% | 52:17 | 46:13 | 46:13 | 58:21 | 58:21 | 58:21 | 12:08 | 08:59 |
 | Ring of Basilius | 4 | 4.17% | 3.6 | 25.00% | -33.70% | -25.00% | +75.00% | 0.00% | 21:36 | 16:14 | 16:14 | 17:55 | 18:56 | 33:18 | 02:42 | 02:00 |
 | Eul's Scepter of Divinity | 1 | 1.04% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:11 | 28:11 | 28:11 | 28:11 | 28:11 | 28:11 | 00:00 | 00:00 |