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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 | |
 | Eul's Scepter of Divinity | 85 | 11.04% | 100.0 | 75.29% | +28.14% | +19.95% | -18.15% | -3.91% | 32:29 | 22:14 | 27:09 | 31:44 | 36:53 | 51:26 | 09:44 | 07:12 |
 | Void Stone | 129 | 16.75% | 98.9 | 70.54% | +24.36% | +16.96% | -14.29% | -2.60% | 32:55 | 11:54 | 25:29 | 31:41 | 37:29 | 1:22:37 | 12:00 | 08:53 |
 | Buckler | 70 | 9.09% | 97.8 | 68.57% | +20.14% | +9.21% | -15.63% | -3.25% | 33:00 | 21:09 | 28:30 | 31:45 | 36:08 | 60:10 | 07:38 | 05:39 |
 | Assault Cuirass | 56 | 7.27% | 96.7 | 67.86% | +18.98% | +10.71% | -25.00% | -4.85% | 33:57 | 22:46 | 29:30 | 33:13 | 36:52 | 52:03 | 07:22 | 05:27 |
 | Ring of Protection | 149 | 19.35% | 95.7 | 60.40% | +12.57% | -22.56% | -3.64% | 0.69% | 17:14 | -01:29 | 03:46 | 11:01 | 31:19 | 60:10 | 27:33 | 20:24 |
 | Force Staff | 223 | 28.96% | 94.6 | 56.95% | +9.42% | +10.91% | -12.31% | -4.63% | 28:57 | 19:33 | 25:58 | 28:17 | 30:59 | 48:38 | 05:01 | 03:42 |
 | Ring of Health | 47 | 6.10% | 93.5 | 65.96% | +16.72% | -7.63% | -15.96% | -0.72% | 36:49 | 05:20 | 28:33 | 34:13 | 40:12 | 1:22:36 | 11:39 | 08:37 |
 | Fluffy Hat | 261 | 33.90% | 92.4 | 55.17% | +7.43% | +4.83% | -10.55% | -2.37% | 23:46 | 09:24 | 19:49 | 22:44 | 26:18 | 48:38 | 06:29 | 04:48 |
 | Blink Dagger | 711 | 92.34% | 91.3 | 51.48% | +15.89% | -2.04% | -10.47% | -1.46% | 17:09 | 07:42 | 13:39 | 16:45 | 19:25 | 46:43 | 05:46 | 04:16 |
 | Magic Wand | 515 | 66.88% | 90.2 | 52.04% | +5.37% | +4.55% | -1.65% | -0.93% | 09:24 | -01:29 | 05:19 | 07:57 | 12:00 | 37:27 | 06:41 | 04:57 |
 | Tranquil Boots | 251 | 32.60% | 89.1 | 54.18% | +5.82% | +1.38% | -4.97% | -1.63% | 09:20 | 03:00 | 06:10 | 07:48 | 10:04 | 45:23 | 03:54 | 02:53 |
 | Magic Stick | 680 | 88.31% | 88.0 | 51.03% | +6.59% | +3.68% | -1.62% | -1.13% | 03:32 | -01:30 | -01:21 | 02:39 | 06:03 | 32:17 | 07:24 | 05:28 |
 | Wind Lace | 439 | 57.01% | 87.0 | 51.94% | +3.90% | +10.79% | -1.94% | -2.47% | 06:34 | -01:29 | 03:09 | 05:36 | 08:18 | 38:56 | 05:09 | 03:48 |
 | Crystalys | 213 | 27.66% | 85.9 | 53.99% | +5.16% | +8.27% | -10.59% | -2.20% | 29:31 | 17:19 | 24:35 | 28:54 | 33:10 | 60:57 | 08:35 | 06:21 |
 | Boots of Speed | 770 | 100.00% | 84.8 | 50.26% | +50.26% | +1.04% | -2.34% | -1.15% | 03:04 | -01:30 | 01:52 | 03:42 | 04:49 | 10:37 | 02:57 | 02:11 |
 | Morbid Mask | 65 | 8.44% | 83.7 | 60.00% | +10.64% | +8.75% | -22.50% | -3.34% | 30:57 | 06:57 | 27:15 | 31:19 | 36:36 | 53:10 | 09:21 | 06:55 |
 | Black King Bar | 320 | 41.56% | 82.6 | 51.56% | +2.23% | +24.69% | -12.81% | -6.88% | 26:53 | 18:19 | 23:11 | 25:35 | 28:38 | 1:07:57 | 05:27 | 04:02 |
 | Echo Sabre | 342 | 44.42% | 81.5 | 51.17% | +1.64% | +9.30% | -4.11% | -1.67% | 16:49 | 09:07 | 12:00 | 17:01 | 20:01 | 41:18 | 08:01 | 05:56 |
 | Lotus Orb | 26 | 3.38% | 80.4 | 69.23% | +19.63% | +2.20% | -2.56% | -0.52% | 36:56 | 23:59 | 32:13 | 37:21 | 41:26 | 48:23 | 09:13 | 06:49 |
 | Aghanim's Shard | 244 | 31.69% | 79.3 | 51.23% | +1.42% | +6.15% | -5.33% | -1.31% | 22:12 | 15:00 | 15:47 | 18:21 | 24:32 | 1:14:04 | 08:45 | 06:28 |
 | Phase Boots | 136 | 17.66% | 78.3 | 53.68% | +4.15% | -0.74% | +2.20% | 0.49% | 10:47 | 05:15 | 07:31 | 09:45 | 13:31 | 39:01 | 06:00 | 04:26 |
 | Soul Ring | 67 | 8.70% | 77.2 | 58.21% | +8.71% | +18.26% | +12.38% | -1.69% | 09:06 | 01:12 | 06:24 | 08:13 | 09:53 | 25:39 | 03:29 | 02:34 |
 | Quelling Blade | 401 | 52.08% | 76.1 | 48.88% | -2.88% | -1.88% | -0.88% | 0.00% | -00:50 | -01:30 | -01:29 | -01:29 | -01:29 | 19:02 | 00:00 | 00:00 |
 | Chainmail | 141 | 18.31% | 75.0 | 52.48% | +2.72% | +1.81% | -3.91% | -0.98% | 10:35 | 03:58 | 06:48 | 09:09 | 12:39 | 49:27 | 05:51 | 04:20 |
 | Silver Edge | 148 | 19.22% | 73.9 | 52.03% | +2.19% | +4.73% | -14.19% | -1.95% | 29:35 | 18:16 | 24:04 | 28:06 | 33:47 | 53:05 | 09:43 | 07:11 |
 | Power Treads | 306 | 39.74% | 72.8 | 49.02% | -2.06% | +6.82% | -10.86% | -8.84% | 07:35 | 03:39 | 05:38 | 06:36 | 07:38 | 31:52 | 02:00 | 01:28 |
 | Satanic | 39 | 5.06% | 71.7 | 61.54% | +11.88% | +28.46% | -31.54% | -7.53% | 36:09 | 23:26 | 30:50 | 34:57 | 38:48 | 53:22 | 07:58 | 05:54 |
 | Shadow Blade | 207 | 26.88% | 70.7 | 49.76% | -0.68% | +9.86% | -7.45% | -1.45% | 23:49 | 12:33 | 17:26 | 21:00 | 29:21 | 47:34 | 11:55 | 08:49 |
 | Moon Shard | 56 | 7.27% | 69.6 | 57.14% | +7.42% | +14.29% | -21.43% | -1.80% | 30:07 | 13:00 | 16:07 | 32:20 | 35:58 | 1:36:12 | 19:51 | 14:42 |
 | Bottle | 216 | 28.05% | 68.5 | 47.22% | -4.22% | +8.34% | -2.78% | -11.12% | 01:39 | 00:14 | 01:25 | 01:37 | 01:47 | 05:54 | 00:22 | 00:16 |
 | Aeon Disk | 17 | 2.21% | 67.4 | 70.59% | +20.79% | +29.41% | -45.59% | -5.07% | 42:54 | 25:28 | 34:02 | 39:51 | 48:49 | 1:07:44 | 14:47 | 10:57 |
 | Arcane Boots | 43 | 5.58% | 66.3 | 53.49% | +3.42% | -8.04% | +1.06% | 2.22% | 11:54 | 04:05 | 07:20 | 09:21 | 11:26 | 35:37 | 04:06 | 03:02 |
 | Ghost Scepter | 60 | 7.79% | 65.2 | 50.00% | -0.28% | +10.00% | -23.33% | -3.78% | 33:21 | 23:12 | 28:05 | 32:53 | 36:54 | 50:54 | 08:49 | 06:31 |
 | Wind Waker | 9 | 1.17% | 64.1 | 77.78% | +27.85% | +22.22% | -27.78% | -5.61% | 50:01 | 35:52 | 42:49 | 48:37 | 51:44 | 1:08:08 | 08:55 | 06:36 |
 | Wraith Band | 63 | 8.18% | 63.0 | 44.44% | -6.34% | +5.56% | +5.56% | 0.00% | 02:54 | -01:30 | -01:29 | 01:40 | 02:34 | 33:22 | 04:03 | 03:00 |
 | Swift Blink | 10 | 1.30% | 62.0 | 70.00% | +20.00% | +30.00% | +30.00% | 0.00% | 47:56 | 36:56 | 40:27 | 44:37 | 54:37 | 1:13:18 | 14:10 | 10:29 |
 | Glimmer Cape | 8 | 1.04% | 60.9 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 34:54 | 21:25 | 27:24 | 31:53 | 39:50 | 47:29 | 12:26 | 09:12 |
 | Ethereal Blade | 8 | 1.04% | 59.8 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 39:41 | 26:28 | 32:50 | 42:01 | 43:09 | 49:51 | 10:19 | 07:38 |
 | Aghanim's Scepter | 50 | 6.49% | 58.7 | 44.00% | -6.69% | +9.85% | -2.33% | -1.50% | 28:58 | 19:38 | 23:13 | 26:42 | 31:19 | 54:05 | 08:06 | 06:00 |
 | Ring of Basilius | 16 | 2.08% | 57.6 | 56.25% | +6.12% | -6.25% | -6.25% | 0.00% | 26:05 | 02:07 | 22:32 | 24:59 | 31:13 | 48:32 | 08:41 | 06:25 |
 | Daedalus | 22 | 2.86% | 56.5 | 50.00% | -0.27% | +16.67% | -10.00% | -4.73% | 38:13 | 26:22 | 35:13 | 37:45 | 40:51 | 53:35 | 05:38 | 04:10 |
 | Bracer | 26 | 3.38% | 55.4 | 46.15% | -4.25% | -3.29% | +20.52% | 21.32% | 02:57 | 01:20 | 01:47 | 02:13 | 02:54 | 08:24 | 01:07 | 00:49 |
 | Vladmir's Offering | 7 | 0.91% | 54.3 | 71.43% | +21.36% | +28.57% | +28.57% | 0.00% | 34:26 | 24:16 | 25:49 | 31:49 | 32:19 | 48:32 | 06:30 | 04:48 |
 | Kaya | 7 | 0.91% | 53.3 | 71.43% | +21.36% | +28.57% | +28.57% | 0.00% | 39:30 | 21:51 | 31:17 | 42:14 | 43:09 | 49:37 | 11:52 | 08:47 |
 | Monkey King Bar | 3 | 0.39% | 52.2 | 100.00% | +49.93% | 0.00% | 0.00% | 0.00% | 42:00 | 30:39 | 30:39 | 34:39 | 60:41 | 60:41 | 30:02 | 22:14 |
 | Javelin | 3 | 0.39% | 51.1 | 100.00% | +49.93% | 0.00% | 0.00% | 0.00% | 41:16 | 28:51 | 28:51 | 34:27 | 60:30 | 60:30 | 31:39 | 23:26 |
 | Overwhelming Blink | 16 | 2.08% | 50.0 | 50.00% | -0.27% | 0.00% | +25.00% | 3.50% | 46:05 | 33:21 | 41:42 | 46:16 | 48:50 | 57:18 | 07:08 | 05:17 |
 | Aether Lens | 7 | 0.91% | 48.9 | 57.14% | +6.94% | -7.14% | -7.14% | 0.00% | 40:20 | 30:55 | 34:59 | 40:26 | 41:36 | 51:51 | 06:37 | 04:54 |
 | Linken's Sphere | 2 | 0.26% | 47.8 | 100.00% | +49.87% | 0.00% | 0.00% | 0.00% | 46:51 | 44:14 | 44:14 | 49:27 | 49:27 | 49:27 | 05:13 | 03:51 |
 | Pipe of Insight | 2 | 0.26% | 46.7 | 100.00% | +49.87% | 0.00% | 0.00% | 0.00% | 41:25 | 38:30 | 38:30 | 44:19 | 44:19 | 44:19 | 05:49 | 04:18 |
 | Orb of Venom | 2 | 0.26% | 45.7 | 100.00% | +49.87% | 0.00% | 0.00% | 0.00% | 12:07 | 05:29 | 05:29 | 18:44 | 18:44 | 18:44 | 13:15 | 09:48 |
 | Drum of Endurance | 8 | 1.04% | 44.6 | 50.00% | -0.26% | +50.00% | 0.00% | -8.70% | 28:17 | 23:21 | 24:30 | 26:05 | 30:15 | 39:55 | 05:45 | 04:15 |
 | Hood of Defiance | 8 | 1.04% | 43.5 | 50.00% | -0.26% | -50.00% | 0.00% | 4.69% | 30:20 | 09:22 | 23:36 | 32:32 | 34:16 | 43:28 | 10:40 | 07:54 |
 | Headdress | 5 | 0.65% | 42.4 | 60.00% | +9.80% | -60.00% | +40.00% | 0.00% | 15:28 | -01:29 | -01:29 | -01:25 | 38:02 | 43:41 | 39:31 | 29:16 |
 | Null Talisman | 3 | 0.39% | 41.3 | 66.67% | +16.47% | +33.33% | 0.00% | 0.00% | 04:38 | 02:43 | 02:43 | 02:45 | 08:27 | 08:27 | 05:44 | 04:14 |
 | Scythe of Vyse | 3 | 0.39% | 40.2 | 66.67% | +16.47% | -66.67% | 0.00% | 0.00% | 56:53 | 48:48 | 48:48 | 54:22 | 1:07:30 | 1:07:30 | 18:42 | 13:51 |
 | Dagon | 3 | 0.39% | 39.1 | 66.67% | +16.47% | +33.33% | 0.00% | 0.00% | 28:30 | 27:12 | 27:12 | 28:42 | 29:37 | 29:37 | 02:25 | 01:47 |
 | Octarine Core | 3 | 0.39% | 38.0 | 66.67% | +16.47% | -66.67% | 0.00% | 0.00% | 46:26 | 42:51 | 42:51 | 45:40 | 50:48 | 50:48 | 07:57 | 05:53 |
 | Wraith Pact | 3 | 0.39% | 37.0 | 66.67% | +16.47% | +33.33% | 0.00% | 0.00% | 31:44 | 25:25 | 25:25 | 32:04 | 37:43 | 37:43 | 12:18 | 09:06 |
 | Mask of Madness | 7 | 0.91% | 35.9 | 42.86% | -7.47% | +7.14% | -42.86% | 0.00% | 10:56 | 09:28 | 09:37 | 10:04 | 11:33 | 13:53 | 01:56 | 01:25 |
 | Crown | 7 | 0.91% | 34.8 | 42.86% | -7.47% | +7.14% | +7.14% | 0.00% | 29:45 | 16:07 | 26:00 | 28:42 | 28:49 | 51:48 | 02:49 | 02:05 |
 | Hand of Midas | 14 | 1.82% | 33.7 | 28.57% | -22.09% | -28.57% | -28.57% | 0.00% | 15:42 | 07:05 | 12:01 | 15:10 | 17:30 | 28:36 | 05:29 | 04:03 |
 | Sange | 4 | 0.52% | 32.6 | 50.00% | -0.26% | +50.00% | +50.00% | 0.00% | 36:09 | 30:14 | 30:14 | 31:39 | 39:14 | 43:30 | 09:00 | 06:40 |
 | Spirit Vessel | 1 | 0.13% | 31.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:56 | 27:56 | 27:56 | 27:56 | 27:56 | 27:56 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 0.13% | 30.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:01 | 04:01 | 04:01 | 04:01 | 04:01 | 04:01 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 0.13% | 29.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:32 | 47:32 | 47:32 | 47:32 | 47:32 | 47:32 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 0.13% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:53 | 29:53 | 29:53 | 29:53 | 29:53 | 29:53 | 00:00 | 00:00 |
 | Dagon (level 3) | 1 | 0.13% | 27.2 | 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 |
 | Eye of Skadi | 1 | 0.13% | 26.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:11 | 26:11 | 26:11 | 26:11 | 26:11 | 26:11 | 00:00 | 00:00 |
 | Dagon (level 4) | 1 | 0.13% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:09 | 35:09 | 35:09 | 35:09 | 35:09 | 35:09 | 00:00 | 00:00 |
 | Dagon (level 5) | 1 | 0.13% | 23.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:45 | 37:45 | 37:45 | 37:45 | 37:45 | 37:45 | 00:00 | 00:00 |
 | Mage Slayer | 5 | 0.65% | 22.8 | 40.00% | -10.33% | -40.00% | -40.00% | 0.00% | 32:22 | 26:56 | 26:56 | 30:10 | 31:20 | 44:10 | 04:24 | 03:15 |
 | Aghanim's Blessing | 2 | 0.26% | 21.7 | 50.00% | -0.26% | +50.00% | 0.00% | 0.00% | 51:48 | 49:07 | 49:07 | 54:29 | 54:29 | 54:29 | 05:22 | 03:58 |
 | Yasha | 2 | 0.26% | 20.7 | 50.00% | -0.26% | -50.00% | 0.00% | 0.00% | 43:00 | 31:32 | 31:32 | 54:27 | 54:27 | 54:27 | 22:55 | 16:58 |
 | Skull Basher | 2 | 0.26% | 19.6 | 50.00% | -0.26% | +50.00% | 0.00% | 0.00% | 45:36 | 36:48 | 36:48 | 54:24 | 54:24 | 54:24 | 17:36 | 13:02 |
 | Divine Rapier | 2 | 0.26% | 18.5 | 50.00% | -0.26% | -50.00% | 0.00% | 0.00% | 57:12 | 45:00 | 45:00 | 1:09:23 | 1:09:23 | 1:09:23 | 24:23 | 18:03 |
 | Crimson Guard | 2 | 0.26% | 17.4 | 50.00% | -0.26% | +50.00% | 0.00% | 0.00% | 29:02 | 26:38 | 26:38 | 31:26 | 31:26 | 31:26 | 04:48 | 03:33 |
 | Heaven's Halberd | 2 | 0.26% | 16.3 | 50.00% | -0.26% | +50.00% | 0.00% | 0.00% | 39:40 | 33:17 | 33:17 | 46:02 | 46:02 | 46:02 | 12:45 | 09:26 |
 | Refresher Orb | 3 | 0.39% | 15.2 | 33.33% | -17.00% | -33.33% | 0.00% | 0.00% | 1:13:25 | 1:08:10 | 1:08:10 | 1:09:22 | 1:22:44 | 1:22:44 | 14:34 | 10:47 |
 | Vanguard | 3 | 0.39% | 14.1 | 33.33% | -17.00% | +66.67% | 0.00% | 0.00% | 36:28 | 24:20 | 24:20 | 27:37 | 57:27 | 57:27 | 33:07 | 24:31 |
 | Veil of Discord | 3 | 0.39% | 13.0 | 33.33% | -17.00% | -33.33% | 0.00% | 0.00% | 23:39 | 16:08 | 16:08 | 26:00 | 28:50 | 28:50 | 12:42 | 09:24 |
 | Witch Blade | 3 | 0.39% | 12.0 | 33.33% | -17.00% | +66.67% | 0.00% | 0.00% | 41:42 | 32:10 | 32:10 | 43:29 | 49:28 | 49:28 | 17:18 | 12:48 |
 | Helm of Iron Will | 4 | 0.52% | 10.9 | 25.00% | -25.39% | +75.00% | -25.00% | 0.00% | 44:40 | 26:15 | 26:15 | 31:18 | 58:34 | 1:02:34 | 32:19 | 23:56 |
 | Revenant's Brooch | 1 | 0.13% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:13 | 52:13 | 52:13 | 52:13 | 52:13 | 52:13 | 00:00 | 00:00 |
 | Orchid Malevolence | 3 | 0.39% | 8.7 | 0.00% | -50.46% | 0.00% | 0.00% | 0.00% | 36:01 | 11:56 | 11:56 | 42:03 | 54:05 | 54:05 | 42:09 | 31:13 |
 | Bloodthorn | 2 | 0.26% | 7.6 | 0.00% | -50.39% | 0.00% | 0.00% | 0.00% | 50:06 | 46:04 | 46:04 | 54:08 | 54:08 | 54:08 | 08:04 | 05:58 |
 | Blight Stone | 1 | 0.13% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:27 | 26:27 | 26:27 | 26:27 | 26:27 | 26:27 | 00:00 | 00:00 |
 | Nullifier | 2 | 0.26% | 5.4 | 0.00% | -50.39% | 0.00% | 0.00% | 0.00% | 1:02:19 | 1:01:27 | 1:01:27 | 1:03:11 | 1:03:11 | 1:03:11 | 01:44 | 01:17 |
 | Abyssal Blade | 1 | 0.13% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:51 | 57:51 | 57:51 | 57:51 | 57:51 | 57:51 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 0.13% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:29 | 26:29 | 26:29 | 26:29 | 26:29 | 26:29 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 0.13% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:39 | 31:39 | 31:39 | 31:39 | 31:39 | 31:39 | 00:00 | 00:00 |
 | Boots of Bearing | 3 | 0.39% | 1.1 | 0.00% | -50.46% | 0.00% | 0.00% | 0.00% | 40:02 | 31:24 | 31:24 | 43:19 | 45:23 | 45:23 | 13:59 | 10:21 |