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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 | |
 | Rod of Atos | 166 | 70.34% | 100.0 | 61.45% | +25.74% | +12.36% | -10.23% | -2.77% | 20:48 | 10:51 | 16:03 | 18:27 | 24:13 | 48:16 | 08:10 | 06:02 |
 | Crown | 168 | 71.19% | 98.6 | 61.31% | +26.02% | +12.50% | -4.17% | -1.61% | 18:08 | -01:21 | 12:15 | 15:47 | 22:38 | 48:16 | 10:23 | 07:41 |
 | Magic Stick | 163 | 69.07% | 97.2 | 61.35% | +24.36% | +2.06% | +2.06% | 0.00% | 04:21 | -01:29 | 01:03 | 02:56 | 06:13 | 17:19 | 05:10 | 03:49 |
 | Gleipnir | 165 | 69.92% | 95.8 | 61.21% | +24.59% | +9.52% | -12.43% | -2.79% | 21:35 | 13:50 | 16:34 | 19:09 | 24:26 | 48:20 | 07:52 | 05:49 |
 | Magic Wand | 170 | 72.03% | 94.4 | 60.59% | +24.23% | -0.12% | -5.83% | -0.98% | 06:13 | -01:29 | 02:17 | 05:46 | 08:05 | 23:19 | 05:48 | 04:17 |
 | Morbid Mask | 81 | 34.32% | 93.0 | 64.20% | +15.81% | +10.80% | -9.20% | -2.49% | 33:27 | 11:24 | 28:58 | 33:34 | 37:00 | 53:12 | 08:02 | 05:57 |
 | Satanic | 73 | 30.93% | 91.5 | 64.38% | +15.30% | +2.29% | -8.82% | -1.61% | 35:50 | 25:03 | 31:28 | 35:03 | 38:21 | 53:18 | 06:53 | 05:05 |
 | Bloodthorn | 10 | 4.24% | 90.1 | 90.00% | +37.79% | +10.00% | +10.00% | 0.00% | 37:52 | 27:26 | 32:31 | 35:07 | 41:27 | 53:17 | 08:56 | 06:37 |
 | Assault Cuirass | 87 | 36.86% | 88.7 | 62.07% | +13.08% | +6.11% | -25.71% | -4.35% | 31:24 | 20:36 | 27:11 | 31:01 | 34:30 | 49:35 | 07:19 | 05:25 |
 | Buckler | 89 | 37.71% | 87.3 | 61.80% | +12.82% | +6.38% | -25.44% | -4.25% | 30:14 | 19:48 | 25:53 | 29:43 | 33:22 | 48:55 | 07:29 | 05:32 |
 | Ring of Protection | 89 | 37.71% | 85.9 | 61.80% | +12.82% | +10.93% | -25.44% | -4.62% | 30:13 | 19:48 | 25:30 | 29:32 | 33:22 | 48:55 | 07:52 | 05:49 |
 | Blight Stone | 180 | 76.27% | 84.5 | 57.22% | +14.36% | -6.11% | -1.66% | 0.00% | -01:09 | -01:30 | -01:29 | -01:29 | -01:29 | 35:18 | 00:00 | 00:00 |
 | Maelstrom | 205 | 86.86% | 83.1 | 55.61% | +13.67% | +9.10% | -6.59% | -3.09% | 15:31 | 07:43 | 11:50 | 13:37 | 16:55 | 40:12 | 05:05 | 03:45 |
 | Javelin | 208 | 88.14% | 81.7 | 55.29% | +12.43% | -3.37% | -5.29% | -0.28% | 13:40 | 03:20 | 09:27 | 11:22 | 16:15 | 44:41 | 06:48 | 05:02 |
 | Mage Slayer | 9 | 3.81% | 80.3 | 88.89% | +36.47% | +11.11% | +11.11% | 0.00% | 34:41 | 21:24 | 24:10 | 33:08 | 41:10 | 52:53 | 17:00 | 12:35 |
 | Void Stone | 53 | 22.46% | 78.9 | 62.26% | +10.89% | -23.80% | +6.97% | 1.27% | 29:51 | 09:33 | 15:11 | 30:18 | 39:26 | 60:01 | 24:15 | 17:57 |
 | Boots of Speed | 235 | 99.58% | 77.5 | 53.62% | -46.38% | +9.09% | -9.55% | -9.56% | 04:00 | -01:29 | 02:54 | 03:52 | 04:51 | 16:25 | 01:57 | 01:26 |
 | Power Treads | 235 | 99.58% | 76.1 | 53.62% | -46.38% | -2.77% | -2.77% | 0.00% | 06:06 | 03:29 | 05:06 | 05:42 | 06:29 | 32:20 | 01:23 | 01:01 |
 | Black King Bar | 193 | 81.78% | 74.6 | 52.85% | -5.29% | +3.40% | -0.77% | -0.89% | 22:09 | 16:34 | 19:20 | 21:24 | 24:01 | 32:58 | 04:41 | 03:28 |
 | Aghanim's Scepter | 79 | 33.47% | 73.2 | 56.96% | +4.73% | +8.04% | +8.04% | 0.00% | 19:04 | 12:28 | 15:06 | 16:47 | 21:14 | 55:54 | 06:08 | 04:32 |
 | Blink Dagger | 8 | 3.39% | 71.8 | 87.50% | +34.87% | +12.50% | -37.50% | 0.00% | 39:17 | 28:03 | 34:40 | 37:56 | 42:35 | 47:11 | 07:55 | 05:51 |
 | Desolator | 5 | 2.12% | 70.4 | 100.00% | +47.19% | 0.00% | 0.00% | 0.00% | 28:14 | 21:12 | 21:12 | 22:19 | 35:18 | 40:45 | 14:06 | 10:26 |
 | Aghanim's Shard | 43 | 18.22% | 69.0 | 58.14% | +5.29% | +5.50% | -12.69% | -0.98% | 30:10 | 15:11 | 18:34 | 25:49 | 37:07 | 1:04:11 | 18:33 | 13:44 |
 | Eye of Skadi | 27 | 11.44% | 67.6 | 62.96% | +10.33% | -20.10% | +8.47% | 3.27% | 31:43 | 23:37 | 27:14 | 30:51 | 35:59 | 41:57 | 08:45 | 06:28 |
 | Crystalys | 98 | 41.53% | 66.2 | 51.02% | -4.78% | +4.98% | -5.19% | -1.05% | 31:11 | 20:56 | 25:52 | 28:59 | 35:32 | 58:04 | 09:40 | 07:09 |
 | Linken's Sphere | 12 | 5.08% | 64.8 | 75.00% | +22.32% | +25.00% | -8.33% | 0.00% | 33:44 | 25:41 | 26:58 | 30:31 | 35:25 | 54:31 | 08:27 | 06:15 |
 | Hand of Midas | 72 | 30.51% | 63.4 | 52.78% | -1.49% | -2.78% | +2.78% | 3.79% | 10:03 | 07:08 | 09:16 | 09:47 | 10:44 | 13:15 | 01:28 | 01:05 |
 | Helm of Iron Will | 24 | 10.17% | 62.0 | 62.50% | +9.67% | +4.17% | -45.83% | -3.71% | 34:46 | 22:04 | 27:46 | 31:30 | 41:15 | 54:32 | 13:29 | 09:59 |
 | Ring of Health | 20 | 8.47% | 60.6 | 65.00% | +12.22% | +15.00% | -25.00% | 0.00% | 36:58 | 09:56 | 24:57 | 30:27 | 39:19 | 1:15:06 | 14:22 | 10:38 |
 | Shadow Blade | 61 | 25.85% | 59.2 | 52.46% | -1.83% | +20.87% | +7.54% | -1.64% | 29:56 | 20:43 | 24:23 | 28:25 | 32:30 | 59:11 | 08:07 | 06:00 |
 | Daedalus | 35 | 14.83% | 57.7 | 57.14% | +3.91% | +20.64% | -1.58% | -2.51% | 35:18 | 23:11 | 29:24 | 34:11 | 38:15 | 50:58 | 08:51 | 06:33 |
 | Silver Edge | 58 | 24.58% | 56.3 | 50.00% | -5.06% | +16.67% | 0.00% | -1.91% | 31:55 | 22:43 | 26:25 | 29:42 | 35:10 | 59:16 | 08:45 | 06:28 |
 | Wind Lace | 4 | 1.69% | 54.9 | 100.00% | +46.98% | 0.00% | 0.00% | 0.00% | 03:37 | -01:29 | -01:29 | -01:29 | 06:39 | 10:48 | 08:08 | 06:01 |
 | Orchid Malevolence | 23 | 9.75% | 53.5 | 56.52% | +3.00% | -23.19% | +26.81% | 3.30% | 21:46 | 10:49 | 13:42 | 15:11 | 28:52 | 52:59 | 15:10 | 11:14 |
 | Scythe of Vyse | 17 | 7.20% | 52.1 | 58.82% | +5.40% | -33.82% | +16.18% | 0.00% | 38:19 | 27:07 | 32:21 | 40:47 | 42:37 | 45:15 | 10:16 | 07:36 |
 | Nullifier | 20 | 8.47% | 50.7 | 55.00% | +1.30% | +25.00% | -15.00% | 0.00% | 36:56 | 22:04 | 29:38 | 35:21 | 43:00 | 54:44 | 13:22 | 09:54 |
 | Hurricane Pike | 25 | 10.59% | 49.3 | 52.00% | -2.03% | +48.00% | -2.00% | -3.82% | 30:01 | 19:36 | 22:22 | 27:11 | 35:28 | 54:49 | 13:06 | 09:42 |
 | Moon Shard | 13 | 5.51% | 47.9 | 61.54% | +8.18% | +38.46% | -28.21% | 0.00% | 50:45 | 29:35 | 41:47 | 50:33 | 57:36 | 1:09:13 | 15:49 | 11:42 |
 | Aghanim's Blessing | 13 | 5.51% | 46.5 | 61.54% | +8.18% | +5.13% | +5.13% | 0.00% | 50:09 | 43:05 | 46:05 | 50:25 | 54:32 | 58:07 | 08:27 | 06:15 |
 | Force Staff | 31 | 13.14% | 45.1 | 45.16% | -9.96% | +4.84% | -7.66% | -1.26% | 26:25 | 17:28 | 19:26 | 23:35 | 29:21 | 54:47 | 09:55 | 07:20 |
 | Wraith Band | 37 | 15.68% | 43.7 | 43.24% | -12.54% | +1.20% | +1.20% | 0.00% | 03:39 | -01:29 | 01:48 | 02:55 | 05:49 | 13:14 | 04:01 | 02:58 |
 | Manta Style | 5 | 2.12% | 42.3 | 80.00% | +26.75% | +20.00% | +20.00% | 0.00% | 25:41 | 19:52 | 19:52 | 24:35 | 29:02 | 34:41 | 09:10 | 06:47 |
 | Swift Blink | 5 | 2.12% | 40.8 | 80.00% | +26.75% | +20.00% | -80.00% | 0.00% | 46:14 | 44:09 | 44:09 | 45:49 | 47:23 | 48:16 | 03:14 | 02:23 |
 | Dragon Lance | 26 | 11.02% | 39.4 | 46.15% | -8.61% | +39.56% | -12.82% | -6.00% | 28:11 | 17:50 | 22:44 | 25:39 | 31:28 | 52:12 | 08:44 | 06:28 |
 | Fluffy Hat | 32 | 13.56% | 38.0 | 43.75% | -11.64% | +6.25% | -6.25% | -1.18% | 25:30 | 14:49 | 18:45 | 21:55 | 29:21 | 54:47 | 10:36 | 07:51 |
 | Heaven's Halberd | 10 | 4.24% | 36.6 | 60.00% | +6.46% | +6.67% | -10.00% | 0.00% | 26:16 | 18:16 | 22:07 | 26:38 | 30:08 | 33:18 | 08:01 | 05:56 |
 | Sange | 11 | 4.66% | 35.2 | 54.55% | +0.77% | +12.12% | -21.22% | 0.00% | 25:27 | 15:34 | 20:20 | 26:24 | 28:54 | 32:43 | 08:34 | 06:20 |
 | Yasha | 6 | 2.54% | 33.8 | 66.67% | +13.19% | +33.33% | +33.33% | 0.00% | 23:49 | 16:19 | 16:51 | 22:57 | 28:42 | 31:18 | 11:51 | 08:46 |
 | Mjollnir | 13 | 5.51% | 32.4 | 46.15% | -8.11% | -12.82% | -46.15% | 0.00% | 31:59 | 20:22 | 23:31 | 33:18 | 36:57 | 42:32 | 13:26 | 09:57 |
 | Wraith Pact | 2 | 0.85% | 31.0 | 100.00% | +46.58% | 0.00% | 0.00% | 0.00% | 27:58 | 24:03 | 24:03 | 31:52 | 31:52 | 31:52 | 07:49 | 05:47 |
 | Butterfly | 2 | 0.85% | 29.6 | 100.00% | +46.58% | 0.00% | 0.00% | 0.00% | 41:40 | 40:21 | 40:21 | 42:58 | 42:58 | 42:58 | 02:37 | 01:56 |
 | Ring of Basilius | 2 | 0.85% | 28.2 | 100.00% | +46.58% | 0.00% | 0.00% | 0.00% | 25:20 | 22:31 | 22:31 | 28:09 | 28:09 | 28:09 | 05:38 | 04:10 |
 | Vladmir's Offering | 2 | 0.85% | 26.8 | 100.00% | +46.58% | 0.00% | 0.00% | 0.00% | 25:46 | 22:32 | 22:32 | 29:00 | 29:00 | 29:00 | 06:28 | 04:47 |
 | Monkey King Bar | 12 | 5.08% | 25.4 | 41.67% | -12.79% | -8.34% | -8.34% | 0.00% | 36:47 | 26:38 | 34:29 | 35:30 | 39:27 | 46:18 | 04:58 | 03:40 |
 | Refresher Orb | 6 | 2.54% | 23.9 | 50.00% | -3.91% | 0.00% | -50.00% | 0.00% | 1:01:04 | 46:49 | 49:50 | 60:05 | 1:12:08 | 1:15:51 | 22:18 | 16:31 |
 | Headdress | 3 | 1.27% | 22.5 | 66.67% | +13.02% | +33.33% | 0.00% | 0.00% | 19:20 | 11:11 | 11:11 | 23:05 | 23:43 | 23:43 | 12:32 | 09:17 |
 | Hood of Defiance | 3 | 1.27% | 21.1 | 66.67% | +13.02% | +33.33% | 0.00% | 0.00% | 18:26 | 09:58 | 09:58 | 21:19 | 24:00 | 24:00 | 14:02 | 10:23 |
 | Pipe of Insight | 3 | 1.27% | 19.7 | 66.67% | +13.02% | +33.33% | 0.00% | 0.00% | 21:39 | 14:59 | 14:59 | 24:00 | 25:59 | 25:59 | 11:00 | 08:08 |
 | Chainmail | 20 | 8.47% | 18.3 | 25.00% | -31.48% | +15.00% | -5.00% | 0.00% | 14:31 | 06:26 | 09:39 | 11:02 | 12:47 | 45:15 | 03:08 | 02:19 |
 | Witch Blade | 20 | 8.47% | 16.9 | 25.00% | -31.48% | +15.00% | -5.00% | 0.00% | 15:48 | 09:20 | 11:09 | 12:45 | 14:13 | 45:15 | 03:04 | 02:16 |
 | Shiva's Guard | 1 | 0.42% | 15.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:45 | 52:45 | 52:45 | 52:45 | 52:45 | 52:45 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 0.42% | 14.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:56 | 11:56 | 11:56 | 11:56 | 11:56 | 11:56 | 00:00 | 00:00 |
 | Quelling Blade | 12 | 5.08% | 12.7 | 25.00% | -30.36% | +8.33% | +8.33% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Mask of Madness | 2 | 0.85% | 11.3 | 50.00% | -3.85% | -50.00% | 0.00% | 0.00% | 19:03 | 15:44 | 15:44 | 22:21 | 22:21 | 22:21 | 06:37 | 04:54 |
 | Lotus Orb | 2 | 0.85% | 9.9 | 50.00% | -3.85% | +50.00% | 0.00% | 0.00% | 29:55 | 29:40 | 29:40 | 30:10 | 30:10 | 30:10 | 00:30 | 00:22 |
 | Aeon Disk | 2 | 0.85% | 8.5 | 50.00% | -3.85% | -50.00% | 0.00% | 0.00% | 41:09 | 34:07 | 34:07 | 48:10 | 48:10 | 48:10 | 14:03 | 10:24 |
 | Revenant's Brooch | 3 | 1.27% | 7.0 | 33.33% | -20.75% | -33.33% | 0.00% | 0.00% | 49:03 | 45:15 | 45:15 | 47:48 | 54:05 | 54:05 | 08:50 | 06:32 |
 | Bottle | 1 | 0.42% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:00 | 47:00 | 47:00 | 47:00 | 47:00 | 47:00 | 00:00 | 00:00 |
 | Divine Rapier | 4 | 1.69% | 4.2 | 0.00% | -54.74% | 0.00% | 0.00% | 0.00% | 55:20 | 44:01 | 44:01 | 48:15 | 53:34 | 1:15:30 | 09:33 | 07:04 |
 | Skull Basher | 1 | 0.42% | 2.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:08 | 42:08 | 42:08 | 42:08 | 42:08 | 42:08 | 00:00 | 00:00 |
 | Null Talisman | 1 | 0.42% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:44 | 02:44 | 02:44 | 02:44 | 02:44 | 02:44 | 00:00 | 00:00 |