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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 | |
 | Overwhelming Blink | 79 | 12.10% | 100.0 | 72.15% | +22.32% | +12.85% | -22.15% | -3.90% | 46:20 | 33:13 | 40:53 | 44:31 | 49:52 | 1:07:02 | 08:59 | 06:39 |
 | Octarine Core | 113 | 17.30% | 98.9 | 68.14% | +18.88% | +14.00% | -11.00% | -2.65% | 38:20 | 21:13 | 33:15 | 37:40 | 42:42 | 57:51 | 09:27 | 07:00 |
 | Boots of Travel | 74 | 11.33% | 97.8 | 68.92% | +18.49% | +15.29% | -13.36% | -2.95% | 41:17 | 26:17 | 35:53 | 40:57 | 45:36 | 1:01:24 | 09:43 | 07:11 |
 | Linken's Sphere | 147 | 22.51% | 96.7 | 64.63% | +15.62% | +2.94% | -2.47% | -0.40% | 30:48 | 14:53 | 22:57 | 29:56 | 36:26 | 1:17:30 | 13:29 | 09:59 |
 | Skull Basher | 359 | 54.98% | 95.6 | 60.72% | +18.20% | +10.39% | -8.50% | -2.22% | 32:33 | 15:58 | 27:34 | 31:17 | 36:05 | 1:07:04 | 08:31 | 06:18 |
 | Void Stone | 235 | 35.99% | 94.5 | 61.70% | +14.33% | -0.68% | -9.16% | -0.69% | 31:52 | 05:48 | 25:07 | 32:06 | 37:29 | 57:51 | 12:22 | 09:09 |
 | Cornucopia | 83 | 12.71% | 93.4 | 66.27% | +15.74% | +0.40% | -9.13% | -0.60% | 29:32 | 14:18 | 20:22 | 28:33 | 36:10 | 1:14:03 | 15:48 | 11:42 |
 | Shiva's Guard | 57 | 8.73% | 92.3 | 68.42% | +17.41% | +24.44% | +3.01% | -2.91% | 37:35 | 22:25 | 31:55 | 36:01 | 39:17 | 1:06:20 | 07:22 | 05:27 |
 | Ring of Health | 192 | 29.40% | 91.2 | 59.38% | +9.71% | -9.38% | -1.05% | 0.46% | 28:54 | 01:39 | 20:25 | 29:00 | 38:34 | 1:14:08 | 18:09 | 13:26 |
 | Blink Dagger | 563 | 86.22% | 90.1 | 54.71% | +15.82% | +8.41% | -9.32% | -2.31% | 22:41 | 12:27 | 18:04 | 21:02 | 25:45 | 1:06:18 | 07:41 | 05:41 |
 | Arcane Boots | 500 | 76.57% | 89.0 | 54.00% | +6.29% | +10.00% | -6.80% | -7.64% | 09:01 | 04:09 | 07:17 | 08:20 | 09:29 | 40:16 | 02:12 | 01:37 |
 | Magic Stick | 625 | 95.71% | 87.9 | 53.44% | +21.30% | +0.41% | -2.16% | -0.90% | 03:58 | -01:29 | 02:18 | 03:16 | 05:10 | 17:42 | 02:52 | 02:07 |
 | Magic Wand | 616 | 94.33% | 86.8 | 53.25% | +12.71% | +1.94% | -3.90% | -1.36% | 06:37 | -01:29 | 04:14 | 05:39 | 08:32 | 24:23 | 04:18 | 03:11 |
 | Diffusal Blade | 614 | 94.03% | 85.7 | 53.09% | +9.50% | +9.90% | -15.18% | -11.49% | 13:43 | 09:06 | 12:37 | 13:33 | 14:48 | 53:58 | 02:11 | 01:37 |
 | Blight Stone | 609 | 93.26% | 84.6 | 53.04% | +7.59% | +7.49% | +2.22% | -3.68% | 03:37 | -01:28 | 02:32 | 03:02 | 03:58 | 13:14 | 01:26 | 01:03 |
 | Aghanim's Shard | 401 | 61.41% | 83.5 | 54.11% | +4.11% | +5.89% | -9.11% | -1.60% | 24:16 | 15:00 | 18:12 | 22:40 | 27:33 | 1:05:05 | 09:21 | 06:55 |
 | Abyssal Blade | 56 | 8.58% | 82.4 | 64.29% | +12.87% | +7.14% | 0.00% | -0.49% | 46:47 | 29:05 | 37:43 | 43:21 | 52:21 | 1:14:14 | 14:38 | 10:50 |
 | Bottle | 579 | 88.67% | 81.3 | 52.85% | +2.85% | +2.32% | -1.13% | -3.45% | 01:52 | 00:16 | 01:23 | 01:35 | 01:48 | 54:00 | 00:25 | 00:18 |
 | Boots of Speed | 652 | 99.85% | 80.2 | 52.45% | -47.55% | +8.29% | -4.60% | -6.45% | 05:37 | -01:29 | 04:38 | 05:43 | 06:38 | 53:58 | 02:00 | 01:28 |
 | Aghanim's Scepter | 400 | 61.26% | 79.1 | 53.50% | +2.51% | +8.50% | +1.50% | -0.89% | 26:54 | 16:28 | 22:22 | 26:03 | 30:14 | 53:58 | 07:52 | 05:49 |
 | Orb of Corrosion | 531 | 81.32% | 78.0 | 52.73% | +1.09% | -1.60% | -6.87% | -1.39% | 07:39 | 03:07 | 05:15 | 06:32 | 09:03 | 25:02 | 03:48 | 02:48 |
 | Quelling Blade | 367 | 56.20% | 76.9 | 53.68% | +2.63% | -0.42% | -2.59% | 0.00% | -01:17 | -01:30 | -01:29 | -01:29 | -01:29 | 36:33 | 00:00 | 00:00 |
 | Aether Lens | 44 | 6.74% | 75.8 | 65.91% | +14.35% | +15.91% | -11.36% | -4.12% | 38:11 | 26:22 | 33:47 | 37:11 | 40:24 | 57:51 | 06:37 | 04:54 |
 | Fluffy Hat | 541 | 82.85% | 74.7 | 52.50% | -0.18% | -3.61% | -11.02% | -1.97% | 07:13 | 02:44 | 04:42 | 05:46 | 08:28 | 35:40 | 03:46 | 02:47 |
 | Orb of Venom | 533 | 81.62% | 73.6 | 52.53% | +0.03% | -4.41% | -8.92% | -1.20% | 06:44 | 01:41 | 04:25 | 05:35 | 08:11 | 25:02 | 03:46 | 02:47 |
 | Ring of Protection | 39 | 5.97% | 72.5 | 64.10% | +12.31% | -14.10% | +5.90% | 2.20% | 16:17 | -01:29 | 12:31 | 15:48 | 21:36 | 40:32 | 09:05 | 06:43 |
 | Vanguard | 72 | 11.03% | 71.4 | 58.33% | +6.52% | -25.00% | +8.34% | 1.02% | 36:15 | 04:20 | 16:09 | 39:07 | 48:51 | 1:14:08 | 32:42 | 24:13 |
 | Heaven's Halberd | 41 | 6.28% | 70.3 | 63.41% | +11.61% | +26.59% | -23.41% | -5.65% | 24:32 | 16:55 | 19:42 | 23:51 | 28:33 | 33:21 | 08:51 | 06:33 |
 | Sange | 43 | 6.58% | 69.2 | 62.79% | +10.99% | +19.03% | -8.24% | -3.56% | 22:58 | 14:51 | 18:46 | 22:15 | 26:26 | 38:04 | 07:40 | 05:40 |
 | Buckler | 32 | 4.90% | 68.1 | 65.63% | +13.78% | -3.13% | +9.37% | 1.31% | 21:12 | 12:31 | 14:12 | 18:55 | 23:46 | 40:32 | 09:34 | 07:05 |
 | Power Treads | 94 | 14.40% | 67.0 | 52.13% | -0.46% | -2.13% | -4.30% | -0.40% | 12:59 | 07:03 | 09:38 | 12:44 | 15:01 | 48:07 | 05:23 | 03:59 |
 | Morbid Mask | 8 | 1.23% | 65.9 | 87.50% | +35.41% | +12.50% | +12.50% | 0.00% | 22:52 | 13:09 | 13:32 | 20:51 | 25:52 | 38:59 | 12:20 | 09:08 |
 | Guardian Greaves | 27 | 4.13% | 64.8 | 62.96% | +10.88% | -5.82% | -20.10% | -2.21% | 21:08 | 14:42 | 16:58 | 20:09 | 23:26 | 34:00 | 06:28 | 04:47 |
 | Bracer | 53 | 8.12% | 63.7 | 54.72% | +2.39% | -8.57% | +6.82% | 7.39% | 04:45 | 01:54 | 03:19 | 04:21 | 05:24 | 15:52 | 02:05 | 01:32 |
 | Chainmail | 32 | 4.90% | 62.6 | 59.38% | +7.21% | -9.38% | +3.12% | 2.05% | 14:31 | 06:48 | 10:43 | 13:48 | 16:49 | 31:47 | 06:06 | 04:31 |
 | Yasha | 52 | 7.96% | 61.5 | 53.85% | +1.44% | +15.38% | -15.39% | -7.13% | 21:01 | 14:21 | 17:12 | 18:36 | 21:31 | 1:36:51 | 04:19 | 03:11 |
 | Manta Style | 52 | 7.96% | 60.4 | 53.85% | +1.44% | +30.77% | -15.39% | -9.93% | 24:14 | 18:04 | 20:02 | 22:12 | 24:41 | 1:37:04 | 04:39 | 03:26 |
 | Crown | 14 | 2.14% | 59.3 | 71.43% | +19.32% | +28.57% | -4.76% | 0.00% | 49:35 | 07:03 | 38:46 | 46:15 | 54:39 | 1:46:35 | 15:53 | 11:45 |
 | Gleipnir | 16 | 2.45% | 58.2 | 68.75% | +16.63% | +31.25% | -18.75% | 0.00% | 50:43 | 30:38 | 37:56 | 46:27 | 54:42 | 1:46:35 | 16:46 | 12:25 |
 | Aeon Disk | 72 | 11.03% | 57.1 | 50.00% | -2.84% | +16.67% | -11.11% | -2.28% | 39:39 | 23:29 | 32:34 | 38:30 | 44:46 | 1:24:13 | 12:12 | 09:02 |
 | Mekansm | 29 | 4.44% | 56.0 | 58.62% | +6.38% | +12.81% | -1.48% | -3.10% | 14:53 | 09:53 | 12:08 | 13:56 | 16:45 | 23:57 | 04:37 | 03:25 |
 | Aghanim's Blessing | 36 | 5.51% | 54.9 | 55.56% | +3.21% | 0.00% | -22.23% | -1.73% | 54:02 | 40:24 | 47:30 | 51:54 | 60:22 | 1:13:27 | 12:52 | 09:31 |
 | Headdress | 32 | 4.90% | 53.8 | 56.25% | +3.92% | -6.25% | -6.25% | 0.00% | 12:27 | 01:34 | 08:23 | 13:39 | 16:09 | 23:56 | 07:46 | 05:45 |
 | Lotus Orb | 49 | 7.50% | 52.7 | 51.02% | -1.63% | -1.02% | -9.35% | -1.14% | 25:54 | 15:08 | 22:00 | 24:17 | 29:20 | 38:41 | 07:20 | 05:25 |
 | Wind Lace | 15 | 2.30% | 51.6 | 66.67% | +14.48% | -16.67% | +8.33% | 0.00% | 27:14 | 02:50 | 19:13 | 25:41 | 37:23 | 47:44 | 18:10 | 13:27 |
 | Black King Bar | 50 | 7.66% | 50.5 | 50.00% | -2.74% | +19.23% | -8.33% | -2.51% | 29:09 | 19:02 | 22:46 | 25:42 | 33:46 | 48:21 | 11:00 | 08:08 |
 | Boots of Travel 2 | 31 | 4.75% | 49.5 | 54.84% | +2.43% | +20.16% | -17.34% | -4.79% | 55:18 | 40:07 | 49:48 | 55:24 | 57:38 | 1:14:40 | 07:50 | 05:48 |
 | Rod of Atos | 14 | 2.14% | 48.4 | 64.29% | +12.02% | +10.71% | +2.38% | 0.00% | 53:10 | 35:19 | 40:05 | 48:16 | 56:16 | 1:46:35 | 16:11 | 11:59 |
 | Eul's Scepter of Divinity | 14 | 2.14% | 47.3 | 64.29% | +12.02% | -14.29% | +35.71% | 0.00% | 31:30 | 15:34 | 24:25 | 31:18 | 40:36 | 47:58 | 16:11 | 11:59 |
 | Wind Waker | 4 | 0.61% | 46.2 | 100.00% | +47.77% | 0.00% | 0.00% | 0.00% | 46:40 | 37:37 | 37:37 | 45:02 | 51:38 | 52:24 | 14:01 | 10:22 |
 | Desolator | 4 | 0.61% | 45.1 | 100.00% | +47.77% | 0.00% | 0.00% | 0.00% | 43:57 | 34:37 | 34:37 | 40:39 | 46:30 | 54:00 | 11:53 | 08:48 |
 | Wraith Band | 19 | 2.91% | 44.0 | 57.89% | +5.52% | +22.11% | -37.89% | 0.00% | 03:33 | -01:29 | 01:49 | 02:29 | 03:47 | 09:43 | 01:58 | 01:27 |
 | Satanic | 6 | 0.92% | 42.9 | 83.33% | +31.09% | -33.33% | +16.67% | 0.00% | 23:50 | 18:46 | 20:08 | 21:30 | 28:16 | 32:05 | 08:08 | 06:01 |
 | Eye of Skadi | 6 | 0.92% | 41.8 | 83.33% | +31.09% | +16.67% | +16.67% | 0.00% | 36:55 | 29:36 | 29:51 | 32:46 | 41:57 | 45:37 | 12:06 | 08:57 |
 | Assault Cuirass | 6 | 0.92% | 40.7 | 83.33% | +31.09% | +16.67% | +16.67% | 0.00% | 37:13 | 25:34 | 35:55 | 38:22 | 41:03 | 43:35 | 05:08 | 03:48 |
 | Javelin | 54 | 8.27% | 39.6 | 40.74% | -12.85% | +9.26% | +5.41% | -0.28% | 36:22 | 11:44 | 27:53 | 33:13 | 41:53 | 1:46:35 | 14:00 | 10:22 |
 | Maelstrom | 50 | 7.66% | 38.5 | 40.00% | -13.57% | +13.85% | -6.67% | -1.00% | 38:38 | 16:33 | 28:18 | 34:49 | 48:48 | 1:46:35 | 20:30 | 15:11 |
 | Nullifier | 6 | 0.92% | 37.4 | 66.67% | +14.27% | +33.33% | +33.33% | 0.00% | 41:56 | 23:24 | 34:51 | 37:04 | 47:37 | 1:10:54 | 12:46 | 09:27 |
 | Refresher Orb | 6 | 0.92% | 36.3 | 66.67% | +14.27% | -16.67% | -66.67% | 0.00% | 1:03:03 | 43:52 | 57:26 | 59:29 | 1:05:45 | 1:28:07 | 08:19 | 06:09 |
 | Mjollnir | 6 | 0.92% | 35.2 | 66.67% | +14.27% | +33.33% | +33.33% | 0.00% | 52:29 | 25:30 | 37:06 | 49:52 | 1:06:44 | 1:10:14 | 29:38 | 21:57 |
 | Helm of Iron Will | 9 | 1.38% | 34.1 | 55.56% | +3.08% | -55.56% | +44.44% | 0.00% | 32:12 | 10:40 | 11:31 | 34:27 | 37:43 | 1:10:42 | 26:12 | 19:24 |
 | Force Staff | 16 | 2.45% | 33.0 | 43.75% | -9.00% | +6.25% | +6.25% | 0.00% | 31:39 | 17:59 | 27:25 | 31:22 | 36:27 | 44:21 | 09:02 | 06:41 |
 | Orchid Malevolence | 4 | 0.61% | 31.9 | 75.00% | +22.61% | +25.00% | +25.00% | 0.00% | 28:49 | 18:31 | 18:31 | 28:52 | 31:38 | 36:13 | 13:07 | 09:42 |
 | Arcane Blink | 2 | 0.31% | 30.8 | 100.00% | +47.62% | 0.00% | 0.00% | 0.00% | 41:58 | 41:25 | 41:25 | 42:30 | 42:30 | 42:30 | 01:05 | 00:48 |
 | Bloodthorn | 2 | 0.31% | 29.7 | 100.00% | +47.62% | 0.00% | 0.00% | 0.00% | 33:36 | 28:49 | 28:49 | 38:22 | 38:22 | 38:22 | 09:33 | 07:04 |
 | Disperser | 11 | 1.68% | 28.6 | 45.45% | -7.20% | -12.12% | +54.55% | 0.00% | 46:39 | 33:40 | 43:03 | 49:23 | 50:44 | 56:10 | 07:41 | 05:41 |
 | Ghost Scepter | 3 | 0.46% | 27.5 | 66.67% | +14.21% | +33.33% | 0.00% | 0.00% | 29:27 | 28:04 | 28:04 | 29:22 | 30:56 | 30:56 | 02:52 | 02:07 |
 | Scythe of Vyse | 7 | 1.07% | 26.4 | 42.86% | -9.77% | +7.14% | +7.14% | 0.00% | 46:33 | 31:55 | 42:28 | 44:05 | 48:26 | 60:36 | 05:58 | 04:25 |
 | Mage Slayer | 8 | 1.23% | 25.3 | 37.50% | -15.21% | +12.50% | +12.50% | 0.00% | 27:20 | 17:12 | 19:44 | 28:02 | 29:54 | 37:42 | 10:10 | 07:31 |
 | Pipe of Insight | 4 | 0.61% | 24.2 | 50.00% | -2.54% | +50.00% | +50.00% | 0.00% | 21:03 | 15:30 | 15:30 | 18:41 | 22:14 | 27:46 | 06:44 | 04:59 |
 | Blade Mail | 4 | 0.61% | 23.1 | 50.00% | -2.54% | -50.00% | -50.00% | 0.00% | 27:55 | 18:15 | 18:15 | 22:34 | 31:47 | 39:02 | 13:32 | 10:01 |
 | Divine Rapier | 1 | 0.15% | 22.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:21:11 | 1:21:11 | 1:21:11 | 1:21:11 | 1:21:11 | 1:21:11 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 0.15% | 20.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:23 | 45:23 | 45:23 | 45:23 | 45:23 | 45:23 | 00:00 | 00:00 |
 | Swift Blink | 1 | 0.15% | 19.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:34 | 32:34 | 32:34 | 32:34 | 32:34 | 32:34 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 0.15% | 18.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:30 | 15:30 | 15:30 | 15:30 | 15:30 | 15:30 | 00:00 | 00:00 |
 | Hurricane Pike | 1 | 0.15% | 17.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:01 | 56:01 | 56:01 | 56:01 | 56:01 | 56:01 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 0.15% | 16.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:56 | 25:56 | 25:56 | 25:56 | 25:56 | 25:56 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 0.15% | 15.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:57 | 07:57 | 07:57 | 07:57 | 07:57 | 07:57 | 00:00 | 00:00 |
 | Monkey King Bar | 8 | 1.23% | 14.3 | 25.00% | -27.87% | +25.00% | -25.00% | 0.00% | 44:07 | 30:57 | 35:32 | 39:49 | 49:21 | 1:01:40 | 13:49 | 10:14 |
 | Echo Sabre | 2 | 0.31% | 13.2 | 50.00% | -2.53% | +50.00% | 0.00% | 0.00% | 30:10 | 27:07 | 27:07 | 33:12 | 33:12 | 33:12 | 06:05 | 04:30 |
 | Hand of Midas | 2 | 0.31% | 12.1 | 50.00% | -2.53% | +50.00% | 0.00% | 0.00% | 28:06 | 24:51 | 24:51 | 31:20 | 31:20 | 31:20 | 06:29 | 04:48 |
 | Ring of Basilius | 2 | 0.31% | 11.0 | 50.00% | -2.53% | -50.00% | 0.00% | 0.00% | 13:57 | 02:02 | 02:02 | 25:52 | 25:52 | 25:52 | 23:50 | 17:39 |
 | Harpoon | 2 | 0.31% | 9.9 | 50.00% | -2.53% | +50.00% | 0.00% | 0.00% | 31:29 | 29:03 | 29:03 | 33:55 | 33:55 | 33:55 | 04:52 | 03:36 |
 | Diadem | 2 | 0.31% | 8.8 | 50.00% | -2.53% | +50.00% | 0.00% | 0.00% | 30:45 | 28:18 | 28:18 | 33:12 | 33:12 | 33:12 | 04:54 | 03:37 |
 | Urn of Shadows | 2 | 0.31% | 7.7 | 50.00% | -2.53% | +50.00% | 0.00% | 0.00% | 08:59 | 07:13 | 07:13 | 10:44 | 10:44 | 10:44 | 03:31 | 02:36 |
 | Hood of Defiance | 3 | 0.46% | 6.6 | 33.33% | -19.29% | -33.33% | 0.00% | 0.00% | 16:50 | 11:39 | 11:39 | 13:58 | 24:53 | 24:53 | 13:14 | 09:48 |
 | Crimson Guard | 3 | 0.46% | 5.5 | 33.33% | -19.29% | -33.33% | 0.00% | 0.00% | 17:34 | 14:01 | 14:01 | 15:22 | 23:20 | 23:20 | 09:19 | 06:54 |
 | Mask of Madness | 1 | 0.15% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:14 | 39:14 | 39:14 | 39:14 | 39:14 | 39:14 | 00:00 | 00:00 |
 | Null Talisman | 1 | 0.15% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:06 | 12:06 | 12:06 | 12:06 | 12:06 | 12:06 | 00:00 | 00:00 |
 | Dagon | 1 | 0.15% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:44 | 38:44 | 38:44 | 38:44 | 38:44 | 38:44 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 0.15% | 1.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:48 | 39:48 | 39:48 | 39:48 | 39:48 | 39:48 | 00:00 | 00:00 |