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Pick up to 3 tracked repos to see how they stack up on popularity (stars), momentum (stars gained recently), and maintenance (releases and code pushes).

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This week's head-to-heads

The two fastest-rising repos in each category over the last 7 days, compared on stars gained, total stars, forks, language, age and releases.

AI agents

rea vs deepseek-harness

rea gained 89,373 stars in the last 7 days against 6,721 for deepseek-harness, about 13.3 times as many.

In total, rea has 359k stars and 90k forks; deepseek-harness has 257k stars and 31k forks.

Both are written mainly in TypeScript. rea was created 6 months ago and deepseek-harness 2 months ago.

rea's latest release is rea-agents-6.7.0 (3 days ago); deepseek-harness has no tagged release yet.

See the full comparison table

LLM tooling

dsh-our-free-model vs ponytail

dsh-our-free-model gained 16,462 stars in the last 7 days against 7,459 for ponytail, about 2.2 times as many.

In total, ponytail has 172k stars and 9,351 forks; dsh-our-free-model has 34.3k stars and 938 forks.

Both are written mainly in JavaScript. dsh-our-free-model was created 27 days ago and ponytail 4 months ago.

dsh-our-free-model's latest release is v2.5.8 (today); ponytail's latest release is v5.3.2 (5 days ago).

See the full comparison table

MCP

solidcraft vs Concat

solidcraft gained 6,809 stars in the last 7 days against 3,386 for Concat (partly estimated), about 2.0 times as many.

In total, Concat has 10.6k stars and 1,280 forks; solidcraft has 8,930 stars and 1,053 forks.

Both are written mainly in Rust. solidcraft was created 14 days ago and Concat 57 days ago.

solidcraft's latest release is v0.18.4 (today); Concat's latest release is v0.2.8 (yesterday).

See the full comparison table

Coding agents

orca vs magpie

orca gained 8,023 stars in the last 7 days against 5,457 for magpie, a close race.

In total, orca has 101k stars and 6,418 forks; magpie has 18.9k stars and 1,404 forks.

orca is written mainly in TypeScript and was created 7 months ago; magpie is mainly Go, created 28 days ago.

orca's latest release is v1.4.237 (today); magpie's latest release is v0.1.1315 (today).

See the full comparison table

RAG / vector

DeepTutor vs kividb

DeepTutor gained 586 stars in the last 7 days against 388 for kividb, about 1.5 times as many.

In total, DeepTutor has 42k stars and 5,330 forks; kividb has 388 stars and 14 forks.

DeepTutor is written mainly in Python and was created 10 months ago; kividb is mainly Rust, created 6 days ago.

DeepTutor's latest release is v1.6.15 (3 days ago); kividb's latest release is v1.1.0 (5 days ago).

See the full comparison table

Local LLMs

DigUp vs StartLux-Decision

DigUp gained 1,268 stars in the last 7 days against 717 for StartLux-Decision, about 1.8 times as many.

In total, DigUp has 5,372 stars and 399 forks; StartLux-Decision has 1,133 stars and 105 forks.

DigUp is written mainly in Swift and was created 13 days ago; StartLux-Decision is mainly Python, created 22 days ago.

DigUp's latest release is v0.6.2 (today); StartLux-Decision's latest release is v1.1.0 (7 days ago).

See the full comparison table

How to compare open-source repos

Stars: GitHub's bookmark button. A high total means many developers noticed the project at some point; it says little about whether it is still maintained.
Stars gained (24 hours, 7 days): Momentum. OSS Radar ranks repos by these gains, so a young project gaining fast can outrank an older one with far more total stars.
Forks: Copies people made to change the code. Many forks relative to stars usually means people are building on it, not just bookmarking it.
Last code push and latest release: Maintenance signals. A recent push shows someone is still working on it; tagged releases show versions you can pin to.
Hacker News: How many HN stories linked the repo and how many points they drew: a rough measure of discussion outside GitHub.

Stars, forks, pushes and releases come from the public GitHub API and are refreshed hourly; Hacker News figures come from HN's public search API. Sponsors never affect rankings or comparisons.