Source: https://seerepo.com/compare/1jehuang/jcode/vs/BerriAI/litellm
Markdown source: https://seerepo.com/compare/1jehuang/jcode/vs/BerriAI/litellm.md
Description: 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.

# 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.

- [1jehuang/jcode](https://seerepo.com/r/1jehuang/jcode): High performance coding agent harness written in Rust, built for heavy multi-agent dev workflows
- [BerriAI/litellm](https://seerepo.com/r/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]

## What they share and what sets them apart

- In common: rusqlite, SQLite, Tokio, aws-sdk-sts, azure_identity, tokenizers, jsonschema, azure_core
- Only in jcode: objc2-app-kit, objc2-foundation, Ratatui, crossterm, core-graphics, global-hotkey, aws-sdk-bedrockruntime, image, pulldown-cmark, pillow, usvg, resvg, lettre, mail-parser, qrcode, Ajv
- Only in litellm: FastAPI, Flask, axum, tower, aws-sdk-s3, psycopg, sqlx-postgres, sqlx, Postgres, moka, Redis, azure_storage_blob, OpenAI, Claude, Qdrant, anyio, AIOHTTP, React, Next.js, Anthropic, jsonwebtoken, gcp_auth, litellm, rmcp, tiktoken, tiktoken-rs, jinja2, zip, Pydantic, schemars, tracing, boto3, aws-sdk-secretsmanager, tracing-subscriber, Tailwind CSS, class-variance-authority, next-themes, tanstack, React Hook Form, Base UI, react-syntax-highlighter, recharts, react-copy-to-clipboard, react-hotkeys-hook, usehooks-ts, @shadcn/react, cmdk, sonner, ProseMirror, prosemirror-state, prosemirror-view, react-json-view-lite, react-resizable-panels, Lucide, @heroicons/react, jwt-decode, react-markdown, papaparse, remark-gfm, Zod, @hookform/resolvers

## Side by side

| | jcode | litellm |
|---|---|---|
| Size | 1,009,350 lines written, 1,319 code files | 4,586,231 lines written, 5,606 code files |
| Who writes it | 0.2% of its commits signed by AI. With Claude Code and Gemini CLI | 20.1% of its commits signed by AI. With Claude Code, Devin, Cursor, GitHub Copilot, OpenHands, Codex, Aider, and Gemini CLI |
| Activity | Last push November 5, 2026, 11,111 commits, 21,497 stars | Last push November 5, 2026, 46,240 commits, 62,741 stars |
| Tests | 766 test files. 49.1% of its code files have a test that imports them | 6,918 test files. 22% of its code files have a test that imports them |

- Size: Lines written by people and agents, without generated ones; code files, without tests.
- Who writes it: A commit counts as AI's when it carries its signature: a Co-Authored-By line, its author name or the merge of its branch.
- Activity: From GitHub and its history, on the day SeeRepo read it.
- Tests: The files that test the code, and the share of code files a test imports.

## 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](https://github.com/BerriAI/litellm/tree/7e4ad6eb333071d67c2eb03ce6468f89a0855027)

### Which has more GitHub stars, jcode or litellm?

litellm, with 62,741 stars; jcode has 21,497.

The proof: [BerriAI/litellm on GitHub](https://github.com/BerriAI/litellm)

### 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](https://github.com/BerriAI/litellm/tree/7e4ad6eb333071d67c2eb03ce6468f89a0855027)

### 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](https://github.com/BerriAI/litellm/commits)

### 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](https://seerepo.com/r/BerriAI/litellm/ai)

## Sources

- 1jehuang/jcode: Read on November 5, 2026, at commit cedcdee (https://github.com/1jehuang/jcode/tree/cedcdee71b721d0c053ee930d6f8ddbf9192e880)
- BerriAI/litellm: Read on November 5, 2026, at commit 7e4ad6e (https://github.com/BerriAI/litellm/tree/7e4ad6eb333071d67c2eb03ce6468f89a0855027)

## What is your repo built with?

Any public repo, with no account: https://seerepo.com/r/owner/repo/built, with the owner and name it has on GitHub.