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Top 10 distribution
- Polite Pickle48M
- Wobbly Wizard47.1M
- Grumpy Gnome46.2M
- Velvet Capybara45.2M
- Anon-AAC144.3M
- Lofty Yak43.4M
- Curious Comet42.5M
- Turbo Otter41.6M
- Polite Hamster40.6M
- Wobbly Platypus39.7M
- Rank 1#1Polite Pickle48M48M tokens


Anthropic / Anthropic: Claude Opus 4.6TypeScriptPython - Rank 2#2Wobbly Wizard47.1M47.1M tokens


OpenAI / OpenAI: GPT-5.4RustSwift - Rank 3#3Grumpy Gnome46.2M46.2M tokens


Z.ai / Z.ai: GLM 5.3PythonGo
- #1No change48M48MPolite Pickle
- Ship score
- 980
- Tool calls
- 525
- Streak
- 21d streak
- Shipped
- 2 PRs merged,20 commits,±2.6K lines changed
- Models & skills
- TypeScript


Anthropic / Anthropic: Claude Opus 4.6
OpenAI / OpenAI: GPT-5.4TypeScriptPython
- #2No change47.1M47.1MWobbly Wizard
- Ship score
- 958
- Tool calls
- 507
- Streak
- 20d streak
- Shipped
- 3 PRs merged,23 commits,±2.7K lines changed
- Models & skills
githubGrep

OpenAI / OpenAI: GPT-5.4
Z.ai / Z.ai: GLM 5.3RustSwift
- #3No change46.2M46.2MGrumpy Gnome
- Ship score
- 936
- Tool calls
- 489
- Streak
- 19d streak
- Shipped
- 4 PRs merged,26 commits,±2.9K lines changed
- Models & skills
- ReadEdit


Z.ai / Z.ai: GLM 5.3
xAI / SpaceXAI: Grok 4.7PythonGo
- #4No change45.2M45.2MVelvet Capybara
- Ship score
- 914
- Tool calls
- 471
- Streak
- 18d streak
- Shipped
- 2 PRs merged,29 commits,±3K lines changed
- Models & skills
- TypeScript


xAI / SpaceXAI: Grok 4.7
Google / Gemini 3.1 ProSwiftTypeScript
- #5No change44.3M44.3MAnon-AAC1
- Ship score
- 892
- Tool calls
- 453
- Streak
- 17d streak
- Shipped
- 3 PRs merged,32 commits,±3.1K lines changed
- Models & skills
- Edit
github

Google / Gemini 3.1 Pro
DeepSeek / DeepSeek: DeepSeek V3.2GoRust
- #6No change43.4M43.4MLofty Yak
- Ship score
- 870
- Tool calls
- 435
- Streak
- 16d streak
- Shipped
- 4 PRs merged,35 commits,±3.3K lines changed
- Models & skills
- ShellRead


DeepSeek / DeepSeek: DeepSeek V3.2
Anthropic / Anthropic: Claude Opus 4.6TypeScriptPython
- #7No change42.5M42.5MCurious Comet
- Ship score
- 848
- Tool calls
- 417
- Streak
- 15d streak
- Shipped
- 2 PRs merged,38 commits,±3.4K lines changed
- Models & skills
- TypeScript
githubGrep

Anthropic / Anthropic: Claude Opus 4.6
OpenAI / OpenAI: GPT-5.4RustSwift
- #8No change41.6M41.6MTurbo Otter
- Ship score
- 826
- Tool calls
- 399
- Streak
- 14d streak
- Shipped
- 3 PRs merged,41 commits,±3.5K lines changed
- Models & skills
- ReadEdit


OpenAI / OpenAI: GPT-5.4
Z.ai / Z.ai: GLM 5.3PythonGo
- #9No change40.6M40.6MPolite Hamster
- Ship score
- 804
- Tool calls
- 381
- Streak
- 13d streak
- Shipped
- 4 PRs merged,44 commits,±3.6K lines changed
- Models & skills
- GrepShell

Z.ai / Z.ai: GLM 5.3SwiftTypeScript
- #10No change39.7M39.7MWobbly Platypus
- Ship score
- 782
- Tool calls
- 363
- Streak
- 12d streak
- Shipped
- 2 PRs merged,47 commits,±3.8K lines changed
- Models & skills
- TypeScript
github
xAI / SpaceXAI: Grok 4.7GoRust
- #11No change38.8M38.8MGrumpy Waffle
- Ship score
- 760
- Tool calls
- 345
- Streak
- 11d streak
- Shipped
- 3 PRs merged,50 commits,±3.9K lines changed
- Models & skills
- ShellRead

Google / Gemini 3.1 ProTypeScriptPython
- #12No change37.9M37.9MVelvet Penguin
- Ship score
- 738
- Tool calls
- 327
- Streak
- 10d streak
- Shipped
- 4 PRs merged,53 commits,±4K lines changed
- Models & skills
githubGrep
DeepSeek / DeepSeek: DeepSeek V3.2RustSwift
- #13No change37M37MNoble Robot
- Ship score
- 716
- Tool calls
- 309
- Streak
- 9d streak
- Shipped
- 2 PRs merged,56 commits,±4.2K lines changed
- Models & skills
- TypeScript

Anthropic / Anthropic: Claude Opus 4.6PythonGo
- #14No change36M36MLofty Toaster
- Ship score
- 694
- Tool calls
- 291
- Streak
- 8d streak
- Shipped
- 3 PRs merged,59 commits,±4.3K lines changed
- Models & skills
- GrepShell

OpenAI / OpenAI: GPT-5.4SwiftTypeScript
- #15No change35.1M35.1MCurious Muffin
- Ship score
- 672
- Tool calls
- 273
- Streak
- 7d streak
- Shipped
- 4 PRs merged,62 commits,±4.4K lines changed
- Models & skills
- Edit
github
Z.ai / Z.ai: GLM 5.3GoRust
- #16No change34.2M34.2MAnon-AEEC
- Ship score
- 650
- Tool calls
- 255
- Streak
- 6d streak
- Shipped
- 2 PRs merged,65 commits,±4.6K lines changed
- Models & skills
- TypeScript

xAI / SpaceXAI: Grok 4.7TypeScriptPython
- #17No change33.3M33.3MPolite Bagel
- Ship score
- 628
- Tool calls
- 237
- Streak
- 5d streak
- Shipped
- 3 PRs merged,68 commits,±4.7K lines changed
- Models & skills
githubGrep
Google / Gemini 3.1 ProRustSwift
- #18No change32.4M32.4MWobbly Badger
- Ship score
- 606
- Tool calls
- 219
- Streak
- 4d streak
- Shipped
- 4 PRs merged,71 commits,±4.8K lines changed
- Models & skills
- ReadEdit

DeepSeek / DeepSeek: DeepSeek V3.2PythonGo
- #19No change31.4M31.4MGrumpy Taco
- Ship score
- 584
- Tool calls
- 201
- Streak
- 3d streak
- Shipped
- 2 PRs merged,74 commits,±4.9K lines changed
- Models & skills
- TypeScript

Anthropic / Anthropic: Claude Opus 4.6SwiftTypeScript
- #20No change30.5M30.5MVelvet Kiwi
- Ship score
- 562
- Tool calls
- 183
- Streak
- 2d streak
- Shipped
- 3 PRs merged,77 commits,±5.1K lines changed
- Models & skills
- Edit
github
OpenAI / OpenAI: GPT-5.4GoRust
- #21No change29.6M29.6MNoble Noodle
- Ship score
- 540
- Tool calls
- 165
- Streak
- 1d streak
- Shipped
- 4 PRs merged,80 commits,±5.2K lines changed
- Models & skills
- ShellRead

Z.ai / Z.ai: GLM 5.3TypeScriptPython
- #22No change28.7M28.7MLofty Goblin
- Ship score
- 518
- Tool calls
- 147
- Streak
- –No streak
- Shipped
- 2 PRs merged,83 commits,±5.3K lines changed
- Models & skills
- TypeScript
githubGrep
xAI / SpaceXAI: Grok 4.7RustSwift
- #23No change27.8M27.8MCurious Donut
- Ship score
- 496
- Tool calls
- 129
- Streak
- –No streak
- Shipped
- 3 PRs merged,86 commits,±5.5K lines changed
- Models & skills
- ReadEdit

Google / Gemini 3.1 ProPythonGo
- #24No change26.8M26.8MTurbo Ferret
- Ship score
- 474
- Tool calls
- 111
- Streak
- –No streak
- Shipped
- 4 PRs merged,89 commits,±5.6K lines changed
- Models & skills
- GrepShell

DeepSeek / DeepSeek: DeepSeek V3.2SwiftTypeScript
- #25No change25.9M25.9MPolite Pickle
- Ship score
- 452
- Tool calls
- 93
- Streak
- –No streak
- Shipped
- 2 PRs merged,92 commits,±5.7K lines changed
- Models & skills
- TypeScript
github
Anthropic / Anthropic: Claude Opus 4.6GoRust
- #26No change25M25MWobbly Wizard
- Ship score
- 430
- Tool calls
- 75
- Streak
- –No streak
- Shipped
- 3 PRs merged,95 commits,±5.9K lines changed
- Models & skills
- ShellRead

OpenAI / OpenAI: GPT-5.4TypeScriptPython
- #27No change24.1M24.1MAnon-B317
- Ship score
- 408
- Tool calls
- 57
- Streak
- –No streak
- Shipped
- 4 PRs merged,98 commits,±6K lines changed
- Models & skills
githubGrep
Z.ai / Z.ai: GLM 5.3RustSwift
- #28No change23.2M23.2MVelvet Capybara
- Ship score
- 386
- Tool calls
- 39
- Streak
- –No streak
- Shipped
- 2 PRs merged,101 commits,±6.1K lines changed
- Models & skills
- TypeScript

xAI / SpaceXAI: Grok 4.7PythonGo
- #29No change22.2M22.2MNoble Llama
- Ship score
- 364
- Tool calls
- 21
- Streak
- –No streak
- Shipped
- 3 PRs merged,104 commits,±6.2K lines changed
- Models & skills
- GrepShell

Google / Gemini 3.1 ProSwiftTypeScript
- #30No change21.3M21.3MLofty Yak
- Ship score
- 342
- Tool calls
- 12
- Streak
- –No streak
- Shipped
- 4 PRs merged,107 commits,±6.4K lines changed
- Models & skills
- Edit
github
DeepSeek / DeepSeek: DeepSeek V3.2GoRust
- #31No change20.4M20.4MCurious Comet
- Ship score
- 320
- Tool calls
- 12
- Streak
- –No streak
- Shipped
- 2 PRs merged,110 commits,±6.5K lines changed
- Models & skills
- TypeScript

Anthropic / Anthropic: Claude Opus 4.6TypeScriptPython
- #32No change19.5M19.5MTurbo Otter
- Ship score
- 298
- Tool calls
- 12
- Streak
- –No streak
- Shipped
- 3 PRs merged,113 commits,±6.6K lines changed
- Models & skills
githubGrep
OpenAI / OpenAI: GPT-5.4RustSwift
- #33No change18.6M18.6MPolite Hamster
- Ship score
- 276
- Tool calls
- 12
- Streak
- –No streak
- Shipped
- 4 PRs merged,116 commits,±6.8K lines changed
- Models & skills
- ReadEdit

Z.ai / Z.ai: GLM 5.3PythonGo
- #34No change17.6M17.6MWobbly Platypus
- Ship score
- 254
- Tool calls
- 12
- Streak
- –No streak
- Shipped
- 2 PRs merged,119 commits,±6.9K lines changed
- Models & skills
- TypeScript

xAI / SpaceXAI: Grok 4.7SwiftTypeScript
- #35No change16.7M16.7MGrumpy Waffle
- Ship score
- 232
- Tool calls
- 12
- Streak
- –No streak
- Shipped
- 3 PRs merged,122 commits,±7K lines changed
- Models & skills
- Edit
github
Google / Gemini 3.1 ProGoRust
- #36No change15.8M15.8MVelvet Penguin
- Ship score
- 210
- Tool calls
- 12
- Streak
- –No streak
- Shipped
- 4 PRs merged,125 commits,±7.2K lines changed
- Models & skills
- ShellRead

DeepSeek / DeepSeek: DeepSeek V3.2TypeScriptPython
- #37No change14.9M14.9MNoble Robot
- Ship score
- 188
- Tool calls
- 12
- Streak
- –No streak
- Shipped
- 2 PRs merged,128 commits,±7.3K lines changed
- Models & skills
- TypeScript
githubGrep
Anthropic / Anthropic: Claude Opus 4.6RustSwift
- #38No change14M14MAnon-B742
- Ship score
- 166
- Tool calls
- 12
- Streak
- –No streak
- Shipped
- 3 PRs merged,131 commits,±7.4K lines changed
- Models & skills
- ReadEdit

OpenAI / OpenAI: GPT-5.4PythonGo
- #39No change13M13MCurious Muffin
- Ship score
- 144
- Tool calls
- 12
- Streak
- –No streak
- Shipped
- 4 PRs merged,134 commits,±7.5K lines changed
- Models & skills
- GrepShell

Z.ai / Z.ai: GLM 5.3SwiftTypeScript
- #40No change12.1M12.1MTurbo Narwhal
- Ship score
- 122
- Tool calls
- 12
- Streak
- –No streak
- Shipped
- 2 PRs merged,137 commits,±7.7K lines changed
- Models & skills
- TypeScript
github
xAI / SpaceXAI: Grok 4.7GoRust
- #41No change11.2M11.2MPolite Bagel
- Ship score
- 100
- Tool calls
- 12
- Streak
- –No streak
- Shipped
- 3 PRs merged,140 commits,±7.8K lines changed
- Models & skills
- ShellRead

Google / Gemini 3.1 ProTypeScriptPython
- #42No change10.3M10.3MWobbly Badger
- Ship score
- 78
- Tool calls
- 12
- Streak
- –No streak
- Shipped
- 4 PRs merged,143 commits,±7.9K lines changed
- Models & skills
githubGrep
DeepSeek / DeepSeek: DeepSeek V3.2RustSwift
- #43No change9.4M9.4MGrumpy Taco
- Ship score
- 56
- Tool calls
- 12
- Streak
- –No streak
- Shipped
- 2 PRs merged,146 commits,±8.1K lines changed
- Models & skills
- TypeScript

Anthropic / Anthropic: Claude Opus 4.6PythonGo
- #44No change8.4M8.4MVelvet Kiwi
- Ship score
- 40
- Tool calls
- 12
- Streak
- –No streak
- Shipped
- 3 PRs merged,149 commits,±8.2K lines changed
- Models & skills
- GrepShell

OpenAI / OpenAI: GPT-5.4SwiftTypeScript
- #45No change7.5M7.5MNoble Noodle
- Ship score
- 40
- Tool calls
- 12
- Streak
- –No streak
- Shipped
- 4 PRs merged,152 commits,±8.3K lines changed
- Models & skills
- Edit
github
Z.ai / Z.ai: GLM 5.3GoRust
- #46No change6.6M6.6MLofty Goblin
- Ship score
- 40
- Tool calls
- 12
- Streak
- –No streak
- Shipped
- 2 PRs merged,155 commits,±8.5K lines changed
- Models & skills
- TypeScript

xAI / SpaceXAI: Grok 4.7TypeScriptPython
- #47No change5.7M5.7MCurious Donut
- Ship score
- 40
- Tool calls
- 12
- Streak
- –No streak
- Shipped
- 3 PRs merged,158 commits,±8.6K lines changed
- Models & skills
githubGrep
Google / Gemini 3.1 ProRustSwift
- #48No change4.8M4.8MTurbo Ferret
- Ship score
- 40
- Tool calls
- 12
- Streak
- –No streak
- Shipped
- 4 PRs merged,161 commits,±8.7K lines changed
- Models & skills
- ReadEdit

DeepSeek / DeepSeek: DeepSeek V3.2PythonGo
- #49No change3.8M3.8MAnon-BB6D
- Ship score
- 40
- Tool calls
- 12
- Streak
- –No streak
- Shipped
- 2 PRs merged,164 commits,±8.8K lines changed
- Models & skills
- TypeScript

Anthropic / Anthropic: Claude Opus 4.6SwiftTypeScript
- #50No change2.9M2.9MWobbly Wizard
- Ship score
- 40
- Tool calls
- 12
- Streak
- –No streak
- Shipped
- 3 PRs merged,167 commits,±9K lines changed
- Models & skills
- Edit
github
OpenAI / OpenAI: GPT-5.4GoRust
| Rank | Builder | Tokens | Ship score | Shipped | Streak | Models |
|---|---|---|---|---|---|---|
| 1No change | Polite Pickle
| 48,003,96548,003,965 | 980 | 2 PRs merged,20 commits,±2.6K lines changed | 21d streak | |
| 2No change | Wobbly Wizard | 47,083,96547,083,965 | 958 | 3 PRs merged,23 commits,±2.7K lines changed | 20d streak | |
| 3No change | Grumpy GnomeReadEdit | 46,163,96546,163,965 | 936 | 4 PRs merged,26 commits,±2.9K lines changed | 19d streak | |
| 4No change | Velvet Capybara
| 45,243,96545,243,965 | 914 | 2 PRs merged,29 commits,±3K lines changed | 18d streak | |
| 5No change | Anon-AAC1Edit | 44,323,96544,323,965 | 892 | 3 PRs merged,32 commits,±3.1K lines changed | 17d streak | |
| 6No change | Lofty YakShellRead | 43,403,96543,403,965 | 870 | 4 PRs merged,35 commits,±3.3K lines changed | 16d streak | |
| 7No change | Curious Comet
| 42,483,96542,483,965 | 848 | 2 PRs merged,38 commits,±3.4K lines changed | 15d streak | |
| 8No change | Turbo OtterReadEdit | 41,563,96541,563,965 | 826 | 3 PRs merged,41 commits,±3.5K lines changed | 14d streak | |
| 9No change | Polite HamsterGrepShell | 40,643,96540,643,965 | 804 | 4 PRs merged,44 commits,±3.6K lines changed | 13d streak | |
| 10No change | Wobbly Platypus
| 39,723,96539,723,965 | 782 | 2 PRs merged,47 commits,±3.8K lines changed | 12d streak | |
| 11No change | Grumpy WaffleShellRead | 38,803,96538,803,965 | 760 | 3 PRs merged,50 commits,±3.9K lines changed | 11d streak | |
| 12No change | Velvet Penguin | 37,883,96537,883,965 | 738 | 4 PRs merged,53 commits,±4K lines changed | 10d streak | |
| 13No change | Noble Robot
| 36,963,96536,963,965 | 716 | 2 PRs merged,56 commits,±4.2K lines changed | 9d streak | |
| 14No change | Lofty ToasterGrepShell | 36,043,96536,043,965 | 694 | 3 PRs merged,59 commits,±4.3K lines changed | 8d streak | |
| 15No change | Curious MuffinEdit | 35,123,96535,123,965 | 672 | 4 PRs merged,62 commits,±4.4K lines changed | 7d streak | |
| 16No change | Anon-AEEC
| 34,203,96534,203,965 | 650 | 2 PRs merged,65 commits,±4.6K lines changed | 6d streak | |
| 17No change | Polite Bagel | 33,283,96533,283,965 | 628 | 3 PRs merged,68 commits,±4.7K lines changed | 5d streak | |
| 18No change | Wobbly BadgerReadEdit | 32,363,96532,363,965 | 606 | 4 PRs merged,71 commits,±4.8K lines changed | 4d streak | |
| 19No change | Grumpy Taco
| 31,443,96531,443,965 | 584 | 2 PRs merged,74 commits,±4.9K lines changed | 3d streak | |
| 20No change | Velvet KiwiEdit | 30,523,96530,523,965 | 562 | 3 PRs merged,77 commits,±5.1K lines changed | 2d streak | |
| 21No change | Noble NoodleShellRead | 29,603,96529,603,965 | 540 | 4 PRs merged,80 commits,±5.2K lines changed | 1d streak | |
| 22No change | Lofty Goblin
| 28,683,96528,683,965 | 518 | 2 PRs merged,83 commits,±5.3K lines changed | –No streak | |
| 23No change | Curious DonutReadEdit | 27,763,96527,763,965 | 496 | 3 PRs merged,86 commits,±5.5K lines changed | –No streak | |
| 24No change | Turbo FerretGrepShell | 26,843,96526,843,965 | 474 | 4 PRs merged,89 commits,±5.6K lines changed | –No streak | |
| 25No change | Polite Pickle
| 25,923,96525,923,965 | 452 | 2 PRs merged,92 commits,±5.7K lines changed | –No streak | |
| 26No change | Wobbly WizardShellRead | 25,003,96525,003,965 | 430 | 3 PRs merged,95 commits,±5.9K lines changed | –No streak | |
| 27No change | Anon-B317 | 24,083,96524,083,965 | 408 | 4 PRs merged,98 commits,±6K lines changed | –No streak | |
| 28No change | Velvet Capybara
| 23,163,96523,163,965 | 386 | 2 PRs merged,101 commits,±6.1K lines changed | –No streak | |
| 29No change | Noble LlamaGrepShell | 22,243,96522,243,965 | 364 | 3 PRs merged,104 commits,±6.2K lines changed | –No streak | |
| 30No change | Lofty YakEdit | 21,323,96521,323,965 | 342 | 4 PRs merged,107 commits,±6.4K lines changed | –No streak | |
| 31No change | Curious Comet
| 20,403,96520,403,965 | 320 | 2 PRs merged,110 commits,±6.5K lines changed | –No streak | |
| 32No change | Turbo Otter | 19,483,96519,483,965 | 298 | 3 PRs merged,113 commits,±6.6K lines changed | –No streak | |
| 33No change | Polite HamsterReadEdit | 18,563,96518,563,965 | 276 | 4 PRs merged,116 commits,±6.8K lines changed | –No streak | |
| 34No change | Wobbly Platypus
| 17,643,96517,643,965 | 254 | 2 PRs merged,119 commits,±6.9K lines changed | –No streak | |
| 35No change | Grumpy WaffleEdit | 16,723,96516,723,965 | 232 | 3 PRs merged,122 commits,±7K lines changed | –No streak | |
| 36No change | Velvet PenguinShellRead | 15,803,96515,803,965 | 210 | 4 PRs merged,125 commits,±7.2K lines changed | –No streak | |
| 37No change | Noble Robot
| 14,883,96514,883,965 | 188 | 2 PRs merged,128 commits,±7.3K lines changed | –No streak | |
| 38No change | Anon-B742ReadEdit | 13,963,96513,963,965 | 166 | 3 PRs merged,131 commits,±7.4K lines changed | –No streak | |
| 39No change | Curious MuffinGrepShell | 13,043,96513,043,965 | 144 | 4 PRs merged,134 commits,±7.5K lines changed | –No streak | |
| 40No change | Turbo Narwhal
| 12,123,96512,123,965 | 122 | 2 PRs merged,137 commits,±7.7K lines changed | –No streak | |
| 41No change | Polite BagelShellRead | 11,203,96511,203,965 | 100 | 3 PRs merged,140 commits,±7.8K lines changed | –No streak | |
| 42No change | Wobbly Badger | 10,283,96510,283,965 | 78 | 4 PRs merged,143 commits,±7.9K lines changed | –No streak | |
| 43No change | Grumpy Taco
| 9,363,9659,363,965 | 56 | 2 PRs merged,146 commits,±8.1K lines changed | –No streak | |
| 44No change | Velvet KiwiGrepShell | 8,443,9658,443,965 | 40 | 3 PRs merged,149 commits,±8.2K lines changed | –No streak | |
| 45No change | Noble NoodleEdit | 7,523,9657,523,965 | 40 | 4 PRs merged,152 commits,±8.3K lines changed | –No streak | |
| 46No change | Lofty Goblin
| 6,603,9656,603,965 | 40 | 2 PRs merged,155 commits,±8.5K lines changed | –No streak | |
| 47No change | Curious Donut | 5,683,9655,683,965 | 40 | 3 PRs merged,158 commits,±8.6K lines changed | –No streak | |
| 48No change | Turbo FerretReadEdit | 4,763,9654,763,965 | 40 | 4 PRs merged,161 commits,±8.7K lines changed | –No streak | |
| 49No change | Anon-BB6D
| 3,843,9653,843,965 | 40 | 2 PRs merged,164 commits,±8.8K lines changed | –No streak | |
| 50No change | Wobbly WizardEdit | 2,923,9652,923,965 | 40 | 3 PRs merged,167 commits,±9K lines changed | –No streak |
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