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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 | |
 | Aghanim's Scepter | 30 | 6.67% | 100.0 | 86.67% | +37.86% | +0.83% | -15.24% | -1.49% | 37:27 | 25:20 | 30:56 | 35:35 | 41:45 | 1:05:26 | 10:49 | 08:00 |
 | Eye of Skadi | 16 | 3.56% | 98.7 | 87.50% | +37.50% | +12.50% | -12.50% | -2.83% | 34:25 | 23:20 | 30:10 | 34:27 | 39:00 | 43:42 | 08:50 | 06:32 |
 | Blink Dagger | 71 | 15.78% | 97.3 | 69.01% | +20.99% | +19.88% | -13.45% | -3.08% | 33:06 | 17:09 | 26:46 | 32:40 | 37:35 | 1:02:43 | 10:49 | 08:00 |
 | Butterfly | 15 | 3.33% | 96.0 | 86.67% | +36.56% | +13.33% | -11.67% | -4.21% | 37:29 | 24:31 | 35:04 | 35:48 | 41:00 | 49:28 | 05:56 | 04:23 |
 | Refresher Orb | 253 | 56.22% | 94.7 | 60.08% | +19.98% | +14.52% | -9.29% | -3.64% | 28:32 | 19:02 | 24:25 | 27:23 | 30:58 | 56:28 | 06:33 | 04:51 |
 | Assault Cuirass | 112 | 24.89% | 93.3 | 63.39% | +16.05% | -6.25% | -13.39% | -0.86% | 33:13 | 19:34 | 28:58 | 32:58 | 37:17 | 50:22 | 08:19 | 06:09 |
 | Shiva's Guard | 46 | 10.22% | 92.0 | 69.57% | +20.31% | -11.24% | +12.25% | 3.13% | 33:11 | 24:04 | 28:17 | 33:13 | 35:47 | 48:26 | 07:30 | 05:33 |
 | Ring of Health | 320 | 71.11% | 90.7 | 58.13% | +23.51% | +10.62% | -4.38% | -2.24% | 23:28 | 03:41 | 19:20 | 22:01 | 26:02 | 56:25 | 06:42 | 04:57 |
 | Buckler | 123 | 27.33% | 89.3 | 61.79% | +14.39% | -6.95% | -13.40% | -0.69% | 31:32 | 18:12 | 26:34 | 31:02 | 35:58 | 50:02 | 09:24 | 06:57 |
 | Linken's Sphere | 74 | 16.44% | 88.0 | 64.86% | +16.19% | +14.09% | -25.97% | -3.90% | 30:03 | 20:45 | 24:14 | 28:21 | 34:30 | 56:50 | 10:16 | 07:36 |
 | Satanic | 61 | 13.56% | 86.7 | 65.57% | +16.47% | +14.43% | -12.24% | -2.74% | 37:33 | 26:45 | 31:47 | 36:58 | 41:30 | 56:04 | 09:43 | 07:11 |
 | Void Stone | 328 | 72.89% | 85.3 | 57.01% | +20.94% | +7.62% | -4.57% | -1.81% | 22:51 | 08:43 | 18:33 | 21:16 | 25:17 | 56:26 | 06:44 | 04:59 |
 | Ring of Protection | 128 | 28.44% | 84.0 | 60.16% | +12.33% | -7.03% | -10.16% | -0.31% | 30:32 | 08:41 | 25:18 | 30:56 | 35:22 | 50:02 | 10:04 | 07:27 |
 | Magic Wand | 394 | 87.56% | 82.7 | 52.54% | +9.68% | -1.02% | -5.60% | -0.99% | 05:29 | -01:29 | 03:17 | 05:19 | 07:54 | 32:40 | 04:37 | 03:25 |
 | Magic Stick | 368 | 81.78% | 81.3 | 52.72% | +7.60% | +0.54% | -4.89% | -2.19% | 02:06 | -01:30 | -01:29 | 01:31 | 03:58 | 32:39 | 05:27 | 04:02 |
 | Black King Bar | 444 | 98.67% | 80.0 | 52.03% | +52.03% | +19.14% | -20.50% | -15.96% | 17:31 | 12:52 | 16:02 | 17:04 | 18:31 | 39:10 | 02:29 | 01:50 |
 | Morbid Mask | 85 | 18.89% | 78.7 | 58.82% | +9.23% | -1.68% | -1.68% | 0.00% | 34:37 | 07:57 | 28:05 | 34:41 | 40:38 | 55:24 | 12:33 | 09:17 |
 | Power Treads | 429 | 95.33% | 77.3 | 51.75% | +8.89% | -0.35% | +3.39% | 1.81% | 07:43 | 03:51 | 06:27 | 07:28 | 08:31 | 38:46 | 02:04 | 01:31 |
 | Boots of Speed | 450 | 100.00% | 76.0 | 51.33% | +51.33% | -2.66% | +2.24% | 2.53% | 03:32 | -01:29 | 02:23 | 03:18 | 04:19 | 13:10 | 01:56 | 01:25 |
 | Fluffy Hat | 232 | 51.56% | 74.7 | 53.02% | +3.48% | +3.88% | +0.43% | -1.35% | 07:27 | -01:29 | 06:08 | 07:29 | 08:41 | 29:45 | 02:33 | 01:53 |
 | Wraith Band | 206 | 45.78% | 73.3 | 53.40% | +3.81% | -3.40% | -12.22% | -4.27% | 03:17 | -00:12 | 01:56 | 02:37 | 04:00 | 17:00 | 02:04 | 01:31 |
 | Falcon Blade | 221 | 49.11% | 72.0 | 52.94% | +3.16% | +8.88% | -9.30% | -8.66% | 08:40 | 02:52 | 07:39 | 08:47 | 09:45 | 17:28 | 02:06 | 01:33 |
 | Sange | 105 | 23.33% | 70.7 | 56.19% | +6.33% | +9.19% | -10.04% | -4.37% | 25:01 | 13:23 | 22:09 | 24:05 | 26:33 | 50:00 | 04:24 | 03:15 |
 | Wind Lace | 136 | 30.22% | 69.3 | 54.41% | +4.41% | -22.06% | -1.47% | 3.53% | 08:56 | -00:22 | 05:01 | 07:36 | 10:51 | 53:25 | 05:50 | 04:19 |
 | Sange and Yasha | 56 | 12.44% | 68.0 | 58.93% | +8.68% | +5.36% | -30.36% | -8.37% | 25:51 | 16:22 | 22:59 | 24:39 | 27:15 | 50:07 | 04:16 | 03:09 |
 | Yasha | 66 | 14.67% | 66.7 | 56.06% | +5.54% | -9.00% | -24.81% | -3.53% | 22:10 | 10:21 | 19:53 | 21:18 | 24:22 | 39:15 | 04:29 | 03:19 |
 | Quelling Blade | 150 | 33.33% | 65.3 | 48.67% | -4.00% | +3.96% | -5.43% | 0.00% | -01:03 | -01:30 | -01:29 | -01:29 | -01:29 | 28:47 | 00:00 | 00:00 |
 | Overwhelming Blink | 5 | 1.11% | 64.0 | 100.00% | +49.21% | 0.00% | 0.00% | 0.00% | 48:29 | 41:51 | 41:51 | 45:44 | 55:37 | 55:46 | 13:46 | 10:11 |
 | Heaven's Halberd | 45 | 10.00% | 62.7 | 55.56% | +4.70% | +17.17% | +8.08% | -2.02% | 27:28 | 21:34 | 24:04 | 26:30 | 28:34 | 47:37 | 04:30 | 03:20 |
 | Lotus Orb | 12 | 2.67% | 61.3 | 75.00% | +24.32% | -8.33% | -8.33% | 0.00% | 27:09 | 21:02 | 22:28 | 24:32 | 28:32 | 42:04 | 06:04 | 04:29 |
 | Aghanim's Shard | 64 | 14.22% | 60.0 | 48.44% | -3.37% | +1.56% | -10.94% | -1.22% | 29:04 | 16:12 | 22:14 | 27:30 | 32:29 | 56:20 | 10:15 | 07:35 |
 | Bottle | 77 | 17.11% | 58.7 | 45.45% | -7.10% | -19.13% | +12.44% | 31.57% | 01:46 | 00:16 | 01:15 | 01:32 | 01:47 | 10:36 | 00:32 | 00:23 |
 | Swift Blink | 4 | 0.89% | 57.3 | 100.00% | +49.10% | 0.00% | 0.00% | 0.00% | 44:05 | 41:46 | 41:46 | 42:26 | 43:23 | 48:45 | 01:37 | 01:11 |
 | Ring of Basilius | 43 | 9.56% | 56.0 | 46.51% | -5.33% | +8.04% | -1.06% | -2.08% | 06:23 | 01:26 | 03:26 | 05:24 | 07:48 | 21:50 | 04:22 | 03:14 |
 | Javelin | 24 | 5.33% | 54.7 | 45.83% | -5.81% | +4.17% | -12.50% | -1.17% | 18:49 | 07:48 | 10:20 | 12:14 | 24:36 | 44:24 | 14:16 | 10:34 |
 | Chainmail | 11 | 2.44% | 53.3 | 54.55% | +3.30% | +45.45% | -21.22% | 0.00% | 14:14 | 04:53 | 06:45 | 07:39 | 09:38 | 43:05 | 02:53 | 02:08 |
 | Monkey King Bar | 6 | 1.33% | 52.0 | 66.67% | +15.54% | +33.33% | -66.67% | 0.00% | 36:02 | 28:54 | 30:17 | 32:07 | 39:47 | 46:57 | 09:30 | 07:02 |
 | Maelstrom | 19 | 4.22% | 50.7 | 42.11% | -9.63% | +17.89% | -22.11% | -16.67% | 16:51 | 11:11 | 12:18 | 13:56 | 14:42 | 40:51 | 02:24 | 01:46 |
 | Crown | 4 | 0.89% | 49.3 | 75.00% | +23.88% | +25.00% | -75.00% | 0.00% | 27:05 | 21:23 | 21:23 | 24:05 | 31:25 | 31:26 | 10:02 | 07:25 |
 | Rod of Atos | 2 | 0.44% | 48.0 | 100.00% | +48.88% | 0.00% | 0.00% | 0.00% | 27:54 | 24:21 | 24:21 | 31:26 | 31:26 | 31:26 | 07:05 | 05:14 |
 | Dragon Lance | 2 | 0.44% | 46.7 | 100.00% | +48.88% | 0.00% | 0.00% | 0.00% | 31:12 | 24:59 | 24:59 | 37:25 | 37:25 | 37:25 | 12:26 | 09:12 |
 | Hurricane Pike | 2 | 0.44% | 45.3 | 100.00% | +48.88% | 0.00% | 0.00% | 0.00% | 31:57 | 26:11 | 26:11 | 37:42 | 37:42 | 37:42 | 11:31 | 08:31 |
 | Kaya | 2 | 0.44% | 44.0 | 100.00% | +48.88% | 0.00% | 0.00% | 0.00% | 35:09 | 27:34 | 27:34 | 42:43 | 42:43 | 42:43 | 15:09 | 11:13 |
 | Gleipnir | 2 | 0.44% | 42.7 | 100.00% | +48.88% | 0.00% | 0.00% | 0.00% | 28:07 | 24:21 | 24:21 | 31:53 | 31:53 | 31:53 | 07:32 | 05:34 |
 | Phase Boots | 8 | 1.78% | 41.3 | 50.00% | -1.36% | +50.00% | -50.00% | 0.00% | 11:23 | 06:47 | 07:27 | 08:11 | 09:07 | 31:34 | 01:40 | 01:14 |
 | Eul's Scepter of Divinity | 12 | 2.67% | 40.0 | 41.67% | -9.93% | -8.34% | +25.00% | 5.95% | 18:35 | 11:50 | 13:01 | 14:08 | 18:37 | 53:26 | 05:36 | 04:08 |
 | Helm of Iron Will | 5 | 1.11% | 38.7 | 60.00% | +8.76% | +40.00% | -60.00% | 0.00% | 39:36 | 22:33 | 22:33 | 38:23 | 45:01 | 54:51 | 22:28 | 16:38 |
 | Aeon Disk | 9 | 2.00% | 37.3 | 44.44% | -7.03% | +5.56% | -44.44% | 0.00% | 38:55 | 30:12 | 31:41 | 37:16 | 41:49 | 49:50 | 10:08 | 07:30 |
 | Hand of Midas | 23 | 5.11% | 36.0 | 30.43% | -22.03% | +19.57% | -30.43% | -19.48% | 13:27 | 09:15 | 11:49 | 12:55 | 14:23 | 22:03 | 02:34 | 01:54 |
 | Scythe of Vyse | 14 | 3.11% | 34.7 | 35.71% | -16.12% | +14.29% | -2.38% | -0.98% | 45:26 | 29:32 | 36:55 | 40:45 | 53:59 | 1:05:50 | 17:04 | 12:38 |
 | Nullifier | 3 | 0.67% | 33.3 | 66.67% | +15.44% | +33.33% | 0.00% | 0.00% | 42:19 | 25:05 | 25:05 | 46:42 | 55:09 | 55:09 | 30:04 | 22:16 |
 | Skull Basher | 4 | 0.89% | 32.0 | 50.00% | -1.35% | -50.00% | -50.00% | 0.00% | 35:36 | 28:14 | 28:14 | 30:00 | 41:13 | 42:55 | 12:59 | 09:37 |
 | Force Staff | 4 | 0.89% | 30.7 | 50.00% | -1.35% | +50.00% | -50.00% | 0.00% | 26:27 | 21:22 | 21:22 | 24:40 | 29:45 | 30:01 | 08:23 | 06:12 |
 | Aghanim's Blessing | 4 | 0.89% | 29.3 | 50.00% | -1.35% | -50.00% | -50.00% | 0.00% | 52:52 | 46:44 | 46:44 | 47:25 | 51:52 | 1:05:26 | 05:08 | 03:48 |
 | Drum of Endurance | 4 | 0.89% | 28.0 | 50.00% | -1.35% | +50.00% | -50.00% | 0.00% | 17:57 | 11:00 | 11:00 | 17:23 | 18:27 | 24:58 | 07:27 | 05:31 |
 | Soul Ring | 4 | 0.89% | 26.7 | 50.00% | -1.35% | -50.00% | +50.00% | 0.00% | 09:48 | 09:00 | 09:00 | 09:06 | 09:36 | 11:28 | 00:36 | 00:26 |
 | Kaya and Sange | 1 | 0.22% | 25.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:06 | 31:06 | 31:06 | 31:06 | 31:06 | 31:06 | 00:00 | 00:00 |
 | Manta Style | 5 | 1.11% | 24.0 | 40.00% | -11.46% | -40.00% | -40.00% | 0.00% | 25:56 | 20:59 | 20:59 | 23:15 | 24:38 | 37:49 | 03:39 | 02:42 |
 | Tranquil Boots | 2 | 0.44% | 22.7 | 50.00% | -1.34% | -50.00% | 0.00% | 0.00% | 12:28 | 11:14 | 11:14 | 13:41 | 13:41 | 13:41 | 02:27 | 01:48 |
 | Medallion of Courage | 2 | 0.44% | 21.3 | 50.00% | -1.34% | +50.00% | 0.00% | 0.00% | 27:46 | 24:05 | 24:05 | 31:26 | 31:26 | 31:26 | 07:21 | 05:26 |
 | Solar Crest | 2 | 0.44% | 20.0 | 50.00% | -1.34% | +50.00% | 0.00% | 0.00% | 28:04 | 24:41 | 24:41 | 31:26 | 31:26 | 31:26 | 06:45 | 05:00 |
 | Blight Stone | 3 | 0.67% | 18.7 | 33.33% | -18.12% | -33.33% | 0.00% | 0.00% | 24:59 | 19:26 | 19:26 | 24:05 | 31:26 | 31:26 | 12:00 | 08:53 |
 | Heart of Tarrasque | 3 | 0.67% | 17.3 | 33.33% | -18.12% | +66.67% | 0.00% | 0.00% | 45:07 | 32:13 | 32:13 | 45:45 | 57:22 | 57:22 | 25:09 | 18:37 |
 | Mask of Madness | 4 | 0.89% | 16.0 | 25.00% | -26.57% | -25.00% | -25.00% | 0.00% | 23:18 | 11:00 | 11:00 | 12:49 | 21:01 | 48:20 | 10:01 | 07:25 |
 | Mjollnir | 4 | 0.89% | 14.7 | 25.00% | -26.57% | -25.00% | -25.00% | 0.00% | 30:48 | 24:52 | 24:52 | 27:42 | 32:40 | 37:58 | 07:48 | 05:46 |
 | Vanguard | 1 | 0.22% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:44 | 40:44 | 40:44 | 40:44 | 40:44 | 40:44 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 0.22% | 12.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:26 | 28:26 | 28:26 | 28:26 | 28:26 | 28:26 | 00:00 | 00:00 |
 | Blade Mail | 1 | 0.22% | 10.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:05 | 43:05 | 43:05 | 43:05 | 43:05 | 43:05 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 0.22% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:17 | 41:17 | 41:17 | 41:17 | 41:17 | 41:17 | 00:00 | 00:00 |
 | Null Talisman | 1 | 0.22% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:17 | 32:17 | 32:17 | 32:17 | 32:17 | 32:17 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 0.22% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:44 | 45:44 | 45:44 | 45:44 | 45:44 | 45:44 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 0.22% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:03 | 14:03 | 14:03 | 14:03 | 14:03 | 14:03 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 0.22% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:29 | 23:29 | 23:29 | 23:29 | 23:29 | 23:29 | 00:00 | 00:00 |
 | Wind Waker | 1 | 0.22% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:26 | 53:26 | 53:26 | 53:26 | 53:26 | 53:26 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 0.22% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:01 | 38:01 | 38:01 | 38:01 | 38:01 | 38:01 | 00:00 | 00:00 |