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jcode vs litellm

jcode and litellm share 8 technologies: rusqlite, SQLite, Tokio, aws-sdk-sts, azure_identity, tokenizers, jsonschema, and azure_core. jcode is written in Rust and litellm in Python.

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What they share and what sets them apart

1jehuang

jcode

High performance coding agent harness written in Rust, built for heavy multi-agent dev workflows

Rust21.5kRead on November 5, 2026, at commit cedcdeeWhat is jcode built with?

Only in jcode

In common

BerriAI

litellm

The fastest, litest AI Gateway. Rust core with Python SDK. Call 100+ LLM APIs in OpenAI (or native) format with cost tracking, guardrails, load balancing, and logging [Bedrock, Azure, OpenAI, Anthropic, OpenAI, VertexAI, vLLM, Nvidia NIM]

Python62.7kRead on November 5, 2026, at commit 7e4ad6eWhat is litellm built with?

Only in litellm

Side by side

SizeLines written by people and agents, without generated ones; code files, without tests.
jcode1,009,350 lines written1,319 code files
litellm4,586,231 lines written5,606 code files
Who writes itA commit counts as AI's when it carries its signature: a Co-Authored-By line, its author name or the merge of its branch.
jcode0.2% of its commits signed by AIWith Claude Code and Gemini CLI
litellm20.1% of its commits signed by AIWith Claude Code, Devin, Cursor, GitHub Copilot, OpenHands, Codex, Aider, and Gemini CLI
ActivityFrom GitHub and its history, on the day SeeRepo read it.
jcodeLast push November 5, 202611,111 commits21,497 stars
litellmLast push November 5, 202646,240 commits62,741 stars
TestsThe files that test the code, and the share of code files a test imports.
jcode766 test files49.1% of its code files have a test that imports them
litellm6,918 test files22% of its code files have a test that imports them

Frequently asked questions

Which is bigger, jcode or litellm?
litellm, with 4,586,231 lines written; jcode has 1,009,350.

The proof: BerriAI/litellm's code at commit 7e4ad6e

Which has more GitHub stars, jcode or litellm?
litellm, with 62,741 stars; jcode has 21,497.

The proof: BerriAI/litellm on GitHub

Which has more tests, jcode or litellm?
litellm, with 6,918 test files; jcode has 766.

The proof: BerriAI/litellm's code at commit 7e4ad6e

Which was updated more recently, jcode or litellm?
Both got their last push on November 5, 2026.

The proof: BerriAI/litellm's commits on GitHub

Which has more commits signed by AI, jcode or litellm?
litellm: an AI signed 20.1% of its commits, with Claude Code, Devin, Cursor, GitHub Copilot, OpenHands, Codex, Aider, and Gemini CLI; in jcode, 0.2%.

The proof: the commits each tool signed in BerriAI/litellm

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