AstroHan ✓

@AstroHanRay

Building Apache Maka(Incubating), focusing on AI agent. 中文/EN

1 235Followers

498Following

2 224Posts total

353.6KViews on collected posts

Son gönderiler

AstroHan ✓@AstroHanRay13 Sep

2 群已满，欢迎加入3群～（微信群限制真的是太不好用了 https://t.co/mOnhWrsZG6

359 views · 1 likes · 0 reposts · 0 replies Open on X →

AstroHan ✓@AstroHanRay13 Sep

@AstroHanRay 好诶强强 391 views · 1 likes · 0 reposts · 1 replies Open on X →

AstroHan ✓@AstroHanRay12 Sep

欢迎加入 maka 群～ https://t.co/5n2La6mxHr

734 views · 2 likes · 0 reposts · 0 replies Open on X →

AstroHan ✓@AstroHanRay12 Sep

欢迎小伙伴一起来共同 build maka： https://t.co/60GtzJ9Q9c 935 views · 4 likes · 0 reposts · 0 replies Open on X →

AstroHan ✓@AstroHanRay12 Sep

源码版本、配置和逐题结果都在这里，没过的 7 道也列出来了： https://t.co/NfZxkMUxhJ 原始轨迹还要脱敏，整理后再补。欢迎翻代码，也欢迎自己跑一遍。感谢 @runta 和 @edward40e 提供运行额度！也希望能众筹到后续继续跑 benchmark 的资金。愿意资助 Maka 的朋友可以联系我，非常感谢！ 1.1K views · 10 likes · 0 reposts · 0 replies Open on X →

AstroHan ✓@AstroHanRay12 Sep

补充一下，这次采取的是 pass at one，每道题一次有效尝试。23 道通过、7 道失败，第一轮跑出来什么成绩，就原样放出来。这次的分项是 Terminal-Bench 18/21、DeepSWE 5/9。 1.3K views · 2 likes · 0 reposts · 0 replies Open on X →

AstroHan ✓@AstroHanRay12 Sep

Maka + Kimi K3，首轮裸跑 FrontierHarness，通过率 76.7%。 30 道题过了 23 道。原榜最高的 Codex 是 66.7%，Claude Code 63.3%，Pi 60%。用的就是昨天下午的 head，固定版本后没有再改，直接裸跑。 Maka 完全开源，逐题成绩、源码版本和配置放楼下，欢迎复现。 https://t.co/52MPy0Yqvu

21.5K views · 85 likes · 9 reposts · 42 replies Open on X →

AstroHan ✓@AstroHanRay2 Sep

A year ago the question was which model. Now it's which harness. Pi, Exo, Claude Code, Codex, DeepSeek Harness and 4 others. Same model, same tasks, same runtime. 360 runs, 2 billion tokens. Pass rates: 50% to 67%. Cost per pass: $1.05 to $18.34. Introducing FrontierHarness ht

327.2K views · 2K likes · 214 reposts · 212 replies Open on X →

Aynı büyüklükteki hesaplara karşı

Son 90 güne ait 8 gönderi, under 10K takipçi aralığıyla yan yana. hem erişimde hem etkileşimde benzerlerinin altında.

Medyan görüntülenme1 040bu hesap4 175under 10K için medyan

Erişim, %84.21%bu hesap250.82%under 10K için medyan

Etkileşim, %0.47%bu hesap1.41%under 10K için medyan

Ölçüt	Bu hesap	under 10K için medyan	Oran
Gönderi başına medyan görüntülenme	1 040	4 175	0.25×
Erişim (görüntülenme ÷ takipçi)	84.21%	2.5× audience	0.34×
Etkileşim oranı	0.47%	1.41%	0.33×

Bu aralıktaki diğer hesaplar → Başka bir hesapla karşılaştır → Bu kıyas değerleri nasıl kuruluyor →

Growth & engagement

How the posts we collected actually performed: views and reaction rate post by post, what the audience did with them, and where the follower count goes.

Views per post

327.2K2 Sep

21.5K12 Sep

1.3K

1.1K

935

734

39113 Sep

359

Last 8 collected posts, oldest on the left. The scale is logarithmic: one post can outrun the rest a hundred times over.

Engagement rate per post

0.78%2 Sep

0.65%12 Sep

0.15%

0.87%

0.43%

0.27%

0.51%13 Sep

0.28%

Reactions — likes, reposts, replies and quotes — divided by views. Median for under 10K accounts is 1.41%.

What the audience does

Likes47.7%2 142 in total

Reposts5.0%223 in total

Replies5.7%255 in total

Quotes2.0%88 in total

Bookmarks39.7%1 780 in total

Share of every reaction we collected for this account. Replies mean argument, reposts mean endorsement, bookmarks mean the post was worth keeping.

The follower curve appears once this account has two daily snapshots — we take one a day, and this one is on its first.

Son gönderiler

Aynı büyüklükteki hesaplara karşı

Growth & engagement

Views per post

Engagement rate per post

What the audience does

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