onyx vs mamba
onyx and mamba share 4 technologies: einops, triton, torch, and transformers. Both are written in Python.
What they share and what sets them apart
onyx-dot-app
onyx
Open Source AI Platform - AI Chat with advanced features that works with every LLM
Python33.3kRead on November 7, 2026, at commit a757433What is onyx built with?Only in onyx
- FastAPI
- amqp
- asyncpg
- azure-storage-blob
- azure-storage-file-datalake
- fastavro
google-cloud-core
- ldap3
- partd
psycopg2-binary
- py-key-value-aio
- pyzmq
- s3transfer
- Celery
- Redis
- Postgres
kombu
- pyairtable
- Sentry
- Google Cloud Storage
- Hugging Face
OpenAIPostHog
- Stripe
- asgiref
- fastmcp-slim
- Flask
- graphql-core
- jupyter-core
tornado
werkzeug
starlette
- AIOHTTP
fastmcp
uvicorn
- anyio
- Tauri
objc2-app-kit
objc2-foundation
- Tokio
- React
react-native
- Expo
- expo-secure-store
react-native-mmkv
- Next.js
- Lit
- cycler
fonttools
- soupsieve
- charm.land/lipgloss/v2
contourpy
- matplotlib-inline
prompt-toolkit
- Rich
- urwid
- charm.land/bubbletea/v2
- charm.land/bubbles/v2
matplotlib
- SQLAlchemy
- alembic
- argon2-cffi
- argon2-cffi-bindings
authlib
- azure-identity
google-auth-httplib2
itsdangerous
joserfc
- keyring
- msal-extensions
- pwdlib
- pyjwt
- python3-saml
- cryptography
- httpx-oauth
- msal
oauthlib
requests-oauthlib
- bcrypt
google-auth-oauthlib
accelerate
agent-client-protocol
- azure-cognitiveservices-speech
- langchain-protocol
- langsmith
- NVIDIA
- nvidia-cudnn-cu12
- onnxruntime
- openinference-instrumentation
- openinference-semantic-conventions
- scikit-learn
litellm
- MCP
chonkie
sentence-transformers
- tiktoken
langfuse
cohere
- exa-py
- LangChain
safetensors
tokenizers
- unstructured-client
- voyageai
- defusedxml
- docutils
et-xmlfile
- jinja2
lxml
- lxml-html-clean
- magika
- mako
- mammoth
markdown-it-py
- markdownify
markupsafe
- mdurl
- msoffcrypto-tool
olefile
- pdfminer-six
- pdfplumber
- python-docx
- python-pptx
- rich-rst
ruamel-yaml
- xlrd
- xlsxwriter
- beautifulsoup4
- puremagic
pillow
- github.com/yuin/goldmark
pypdf
- markitdown
mistune
- openpyxl
- pypdfium2
- reportlab
sendgrid
- annotated-types
beartype
- jsonschema-path
- jsonschema-specifications
- openapi-pydantic
- referencing
- Pydantic
- pydantic-core
- email-validator
- jsonschema
- azure-core
- coloredlogs
- execnet
- OpenTelemetry
- opentelemetry-exporter-http-transport
- opentelemetry-exporter-otlp-common
- opentelemetry-semantic-conventions
- python-json-logger
- supervisor
prometheus-client
psutil
- boto3
- botocore
- prometheus-fastapi-instrumentator
- github.com/sirupsen/logrus
kubernetes
- aiobotocore
- docker
gtk
- window-vibrancy
tauri-plugin-window-state
- Tailwind CSS
nativewind
class-variance-authority
tailwind-merge
- react-native-svg
react-native-safe-area-context
- rn-primitives
- expo-image
- React Hook Form
react-native-reanimated
react-native-gesture-handler
react-native-keyboard-controller
- expo-splash-screen
- expo-status-bar
react-native-enriched-markdown
- Shopify
- expo-document-picker
- expo-image-picker
- react-native-streamdown
- next-themes
- Formik
- Radix UI
motion
react-dropzone
dnd-kit
- lowlight
recharts
react-icons
- Lucide
- react-markdown
remark-gfm
highlight.js
rehype-katex
remark-math
katex
rehype-highlight
unified
- docx-preview
- dompurify
pdfjs-dist
- react-pdf
rehype-sanitize
rehype-stringify
- remark
- remark-parse
xlsx
- yup
- TanStack
@floating-ui/react-dom
react-day-picker
marked
In common
state-spaces
mamba
Mamba SSM architecture
Python19kRead on November 6, 2026, at commit e9594ceWhat is mamba built with?Only in mamba
apache-tvm-ffi
- quack-kernels
Side by side
onyxmamba
SizeLines written by people and agents, without generated ones; code files, without tests.
onyx1,626,990 lines written3,906 code files
mamba28,235 lines written43 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.
onyx11.7% of its commits signed by AIWith Claude Code, Devin, Cursor, CodeRabbit, GitHub Copilot, and Sweep
mamba0.5% of its commits signed by AIWith GitHub Copilot
ActivityFrom GitHub and its history, on the day SeeRepo read it.
onyxLast push November 7, 202611,391 commits33,270 stars
mambaLast push July 22, 2026219 commits18,976 stars
TestsThe files that test the code, and the share of code files a test imports.
onyx3,158 test files45.7% of its code files have a test that imports them
mamba11 test files51.2% of its code files have a test that imports them
Frequently asked questions
Which is bigger, onyx or mamba?
onyx, with 1,626,990 lines written; mamba has 28,235.
The proof: onyx-dot-app/onyx's code at commit a757433
Which has more GitHub stars, onyx or mamba?
onyx, with 33,270 stars; mamba has 18,976.
The proof: onyx-dot-app/onyx on GitHub
Which has more tests, onyx or mamba?
onyx, with 3,158 test files; mamba has 11.
The proof: onyx-dot-app/onyx's code at commit a757433
Which was updated more recently, onyx or mamba?
onyx: its last push was on November 7, 2026, and mamba's on July 22, 2026.
The proof: onyx-dot-app/onyx's commits on GitHub
Which has more commits signed by AI, onyx or mamba?
onyx: an AI signed 11.7% of its commits, with Claude Code, Devin, Cursor, CodeRabbit, GitHub Copilot, and Sweep; in mamba, 0.5%.
The proof: the commits each tool signed in onyx-dot-app/onyx
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