Compare
Pieces Copilot vs Scribbler
Short answer: Pick Pieces Copilot if you want context-aware AI assistance; pick Scribbler if you want client-side AI notebooks. Pieces Copilot starts at $18.99/month per user; Scribbler is free.
Pieces CopilotThe AI coding sidekick that understands your workflow
ScribblerUnleash JavaScript's Power: Experiment with Ease Using Notebooks!Which to pick
Pick Pieces Copilot if you want…
- Context-aware AI assistance
- AI coding assistant
- Integrations with Gmail, Outlook or Chrome (on Pieces Copilot's list, not Scribbler's)
Pick Scribbler if you want…
- Client-side AI notebooks
- A free, open-source tool
- Integrations with TensorFlow.js, ONNX Runtime Web or Transformers.js (on Scribbler's list, not Pieces Copilot's)
Side by side
- What it is
- Pieces Copilot:Pieces Copilot captures your work history and provides searchable, contextual AI assistance across apps.
- Scribbler:Scribbler is an in-browser, no-backend notebook for running JavaScript AI, data science, and visualization.
- Best for
- Pieces Copilot:Context-aware AI assistance
- Scribbler:Client-side AI notebooks
- Who it’s for
- Pieces Copilot:Developers and knowledge workers who need instant recall of their workflow.
- Scribbler:Developers and data scientists who want client-side AI without servers.
- Pricing
- Pieces Copilot:Paid
- Scribbler:Free
- Starting price
- Pieces Copilot:$18.99/month per user (Pro)
- Scribbler:Free
- Free plan or trial
- Pieces Copilot:Free trial
- Scribbler:Free to use
- Plans
- Pieces Copilot:Pro $18.99 per user / month · Enterprise $22.99 per user / month
- Scribbler:—
- Open source
- Pieces Copilot:Yes
- Scribbler:Yes, 378 GitHub stars
- Works with
- Pieces Copilot:Gmail, Outlook, Chrome, Arc, Safari, Slack, Microsoft Teams, Google Chat
- Scribbler:TensorFlow.js, ONNX Runtime Web, Transformers.js, Plotly, D3, WebLLM, WebGPU
Pieces Copilot features
- Live timeline. Chronological capture of research, chats, emails, notes, and meetings.
- Searchable memory. Search, filter, and revisit any moment by time, topic, person, or tool.
- One-click summaries. Generate stand-up updates, briefs, and recaps instantly from your context.
- Multi-model support. Switch between Claude, Gemini, ChatGPT, and local models in a single plan.
- MCP integration. Carry full history into any MCP-ready AI assistant such as Claude, Cursor, Codex.
- Privacy controls. Data stored on-device by default; pause or disable capture per app.
- Enterprise governance. Org-wide capture policies, approved providers, and custom API keys.
Scribbler features
- Zero-setup. Runs entirely in the browser; no install, login, or backend required.
- WebGPU acceleration. Uses WebGPU for near-native performance on LLMs, image generation and ML inference.
- Dynamic library loading. Import TensorFlow.js, ONNX Runtime, Transformers.js, Plotly, D3 and more from CDNs on demand.
- Interactive notebooks. Mix JavaScript, HTML, CSS and Markdown in live cells with inline output.
- Privacy-first. All computation stays on the device; no data leaves the browser.
- Share & collaborate. Export notebooks as .jsnb files, share via URL, or push/pull directly to GitHub.
- Self-hostable. Pure static files can be hosted on any web server, S3 bucket or GitHub Pages.
- Built-in AI models. Run Stable Diffusion, LLM chat, and TTS via WebNN and ONNX Runtime in the browser.
Pieces Copilot vs Scribbler FAQ
What is the difference between Pieces Copilot and Scribbler?+
Pieces Copilot provides AI code suggestions, whereas Scribbler runs full AI models in the browser.
Should I use Pieces Copilot or Scribbler?+
Pick Pieces Copilot if you want context-aware AI assistance, AI coding assistant or integrations with Gmail, Outlook or Chrome (on Pieces Copilot's list, not Scribbler's). Pick Scribbler if you want client-side AI notebooks, a free, open-source tool or integrations with TensorFlow.js, ONNX Runtime Web or Transformers.js (on Scribbler's list, not Pieces Copilot's).
Is Pieces Copilot or Scribbler free?+
Pieces Copilot is paid, from $18.99/month per user (Pro), with a free trial. Scribbler is free.
Which is cheaper, Pieces Copilot or Scribbler?+
Scribbler is free, so it costs less. Pieces Copilot starts at $18.99/month per user (Pro).
Is Pieces Copilot or Scribbler open source?+
Yes, both are open source: Pieces Copilot and Scribbler (gopi-suvanam/scribbler on GitHub, MIT license).
Do Pieces Copilot and Scribbler integrate with the same tools?+
Their integration lists don't overlap: Pieces Copilot lists Gmail, Outlook, Chrome, Arc and 10 more; Scribbler lists TensorFlow.js, ONNX Runtime Web, Transformers.js, Plotly and 3 more.
On DevHunt
Pieces Copilot
63 upvotes · Launched on DevHunt on Mar 5, 2024
Scribbler
13 upvotes · Launched on DevHunt on Jan 31, 2023
Based on each tool's website and DevHunt data. Details may change; check the official sites.