Nimbus Studio cut my pipeline setup time from 3 days to 30 minutes. I can now test 10 configurations in the time it used to take to code one.
— Jeff Beck, Nimbus Advisor
FREE TO START
Figma for Brain-Computer Interfaces
Describe a pipeline, open a ready-made app, or build visually — then train and deploy the same graph to live EEG. Minutes to a working experiment, not months of boilerplate.
Get Started
Free forever for core features. No credit card required.
10x
Faster pipeline setup
30+
Supported EEG devices
90+
Public benchmark datasets
Trusted by Leading BCI Researchers
50+Researchers
200+Pipelines Created
15+Published Papers
As a startup, we needed to prototype BCI features quickly. Nimbus Studio let us go from concept to working prototype in a week.
— Ildar Rakhmatulin, PhD, PiEEG · Founder
Sound Familiar?
We built Nimbus because we were tired of these problems too.
Weeks of Boilerplate Code
I spend more time debugging preprocessing pipelines than actually researching. Every new dataset means rewriting the same code again.
Nimbus: Pre-built, tested components. Ready in minutes.
Can’t Reproduce Results
“Paper says they used CSP with bandpass filtering, but which order? What parameters? Spent a week trying to replicate.”
Nimbus: Share complete pipelines with one click.
Deployment is Impossible
“My offline training code works great. But real-time deployment requires a complete rewrite. This will take months.”
Nimbus Studio: Same pipeline trains and deploys. Zero rewrites.
Nimbus vs All Other Options
See why researchers and companies choose Nimbus over traditional coding, toolboxes, and frameworks.
| Feature | Traditional Coding(MATLAB/Python/Julia) | Signal Toolboxes(EEGLAB/MNE/FieldTrip) | Frameworks(BCI2000) | Nimbus Studio |
|---|---|---|---|---|
| Setup new pipeline | 2–3 days | 1–2 days | 1–2 weeks |  15 minutes |
| Visual pipeline design |  Code only | Scripting |  Limited | Drag-and-drop |
| Test multiple configurations | 1 week | 3–4 days | Difficult | 30 minutes |
| Reproducibility | Manual docs | Scripts only | Config files | One-click share |
| Deploy to hardware | 1–2 weeks rewrite | Not designed for | Built-in | Same day, no rewrite |
| Bayesian models | Custom code | Not included | Not included | Built-in (NimbusSDK) |
| Public datasets | Manual download | Some support | No | 90+ datasets ready |
| Real-time streaming | Custom implementation | Offline only | Yes | Same pipeline |
| Interactive games | Custom build | Not included | Demo tasks only | Apps Hub + zero-cal |
| Export to code | N/A (is code) | Scripts only | No | Python export |
| AI Assistant | No | Not included | No | Yes |
Feature
Traditional Coding(MATLAB/Python/Julia)
Signal Toolboxes(EEGLAB/MNE/FieldTrip)
Frameworks(BCI2000)
Nimbus Studio
Setup new pipeline
2–3 days
1–2 days
1–2 weeks
15 minutesVisual pipeline design
Code onlyScriptingLimitedDrag-and-dropTest multiple configurations
1 week
3–4 days
Difficult
30 minutesReproducibility
Manual docsScripts onlyConfig filesOne-click shareDeploy to hardware
1–2 weeks rewrite
Not designed for
Built-inSame day, no rewriteBayesian models
Custom codeNot includedNot includedBuilt-in (NimbusSDK)Public datasets
Manual downloadSome supportNo90+ datasets readyReal-time streaming
Custom implementationOffline onlyYesSame pipelineInteractive games
Custom buildNot includedDemo tasks onlyApps Hub + zero-calExport to code
N/A (is code)Scripts onlyNoPython exportAI Assistant
NoNot includedNoYes
Why choose Nimbus Studio?
10x faster + visual + production-ready
The only visual studio that combines pipeline design, Bayesian models, hardware deployment, and public datasets in one platform.
Built for BCI Workflows
Everything you need in one visual platform.
Visual Pipeline Builder
Drag-and-drop interface for building complete BCI pipelines. No coding required – just connect nodes and watch your ideas come to life.
- Instant validation and error detection
- Save, share, and version your pipelines
- Export to clean Python code
Create with AI
Type what you want — motor imagery on BNCI, P300 spellers, focus meters — or pick a preset. Make it opens a project and a template-backed pipeline, ready to run.
- Prompt or preset → new project in one click
- Terminal briefing explains dataset, paradigm, and split plan
- Customize with the assistant, or jump straight to the canvas
Apps Hub
Browse interactive apps filtered by your headset. Train MI games when you want control — or try Focus Meter, Relaxation Meter, and Blink-to-Click with zero calibration.
- Device-aware catalog with resume and per-user profiles
- Zero-cal indicator apps for first-five-minutes demos
- Same Deploy runtime as full classifier pipelines
Adaptive Deploy & Personalizer
Bayesian heads and the Personalizer node improve mid-session from feedback and game outcomes — without rewriting your trained artifact. Uncertainty stays visible in plain language.
- Models improve during live sessions from your feedback (Pro)
- Personalizer on frozen encoders (REVE, NeuroRVQ, classical features)
- Uncertainty panel + decision-space view while you stream
Deep Learning That Ships
Train modern BCI networks — EEGNet, ATCNet, Conformer, Shallow/Deep ConvNet, and more — with the same Build → Deploy path as classical and Bayesian models.
- Modern trial CNNs and transformers for motor imagery and beyond
- Side-by-side compare presets so you pick a winner on your data
- Optional cloud GPU for heavy training runs (Pro)
Smart Preprocessing & Features
Industry-standard preprocessing and advanced spatial filtering. Remove noise, extract features, and prepare data for classification.
- State-of-the-art REVE foundation model
- Real-time ASR artifact rejection on continuous streams
- Optional ZUNA foundation-model denoising (cloud GPU)
- Bandpass, notch filters & EOG removal
- CSP & FBCSP spatial filtering with multiple frequency bands
- Real-time compatible causal processing
AI-Powered Models
State-of-the-art Bayesian models with confidence scoring. Handle uncertainty and deploy with production-ready inference.
- NimbusLDA, NimbusQDA, NimbusSoftmax, NimbusSTS Bayesian inference
- Classic sklearn models (LDA, SVM, and more) for baselines
- Confidence scores with every prediction
Hardware & Real-Time Streaming
Connect EEG devices and deploy to real-time streaming. Same pipeline for training and live inference.
- OpenBCI, g.tec, Muse, Emotiv, BrainBit, PiEEG device support
- Live predictions with confidence scores
- Zero rewrites from training to deployment
Public Datasets & Code Export
More than 90 public datasets available immediately, with support for MOABB and custom data uploads.
- 90+ public BCI datasets available instantly
- MOABB integration for standardized benchmarks
- Custom data upload (.mat, .csv, .edf files)
- Export pipelines to clean Python code
Streaming Mode with Zero-Friction Deployment
Switch from training to real-time streaming instantly. Same pipeline, same results. No code rewrites, no deployment headaches.
- Train once, deploy anywhere – 5 minutes from model to live streaming
- Automatic stateful processing – Causal filters and adaptive normalization built-in
- Live dashboard with real-time predictions, confidence scores, and quality metrics
Interactive Games
Deploy your trained pipeline to built-in BCI games and test motor imagery with live feedback — no Unity or custom game code required.
- MI games (arrows, target hit, Space Invaders, spoon bend, Doom on desktop)
- Live EEG preview alongside gameplay and decisions
- Train in Studio, play instantly with the same pipeline
Real Results from
Real Researchers
See how Nimbus accelerates BCI research and product development.
PhD Student Saves 2 Weeks
- Before: 2 weeks coding preprocessing pipeline
- After: 30 minutes visual setup
Result: Published paper 3 months faster"I spent more time debugging than researching. Nimbus let me focus on my actual research question."
Lab Standardizes Workflows
- Before: Each student reimplements pipeline slightly differently
- After: Shared pipelines, consistent results
Result: 50% faster onboarding"New students are productive day one. No more ‘it works only on my machine’ issues."
Startup Ships MVP Faster
- Before: 3 months to prototype BCI feature
- After: 1 week visual prototyping
Result: Product launch 2 months early"We prototyped 5 paradigms in a week. Would have taken months with traditional coding."
Powered by NimbusSDK
State-of-the-art Bayesian inference running inside every node. Get predictions with confidence scores, handle non-stationarity, and deploy models that adapt in real time.
NimbusLDANimbusSDK
Bayesian Linear Discriminant Analysis
- Shared covariance estimation
- Handles class imbalance
- Confidence scores included
- Standard for Motor Imagery BCI
NimbusQDANimbusSDK
Bayesian Quadratic Discriminant Analysis
- Class-specific covariances
- Flexible distribution modeling
- Uncertainty quantification
- Best for P300 and overlapping classes
NimbusSoftmaxNimbusSDK
Bayesian Multinomial Logistic Regression
- Complex distribution modeling
- Advanced probabilistic inference
- Multi-class classification
- Research-grade Bayesian modeling
NimbusSTSNimbusSDK
Bayesian Structural Time Series
- Stateful adaptive model for non-stationary data
- Handles temporal drift and long sessions
- EKF-style inference with state propagation
- Best for sessions >30 min or accuracy degradation over time
Available in both Julia and Python SDKs. State-of-the-art Bayesian inference with automatic differentiation and efficient message passing algorithms.
Plug & Play with Your Favorite Hardware
Direct hardware streaming via Web Bluetooth, WebUSB, BrainFlow, and LSL. Zero installation required for web-supported devices.
PiEEG
8 EEG channels
USBWiFi
OpenBCI Ganglion
4 channels, 200Hz
USBBLE
g.tec Unicorn
8 channels, 250Hz
USB
Muse 2
4 channels, 256Hz
BLE
Emotiv EPOC
14 channels, 128Hz
USB
Muse S
4 channels, 256Hz
BLE
BrainBit Headband
4 channels, 250Hz
BLE
BrainBit Flex
8 channels, 250Hz
BLE
BrainBit DragonEEG
21 channels, 500Hz
BLE
Muse, OpenBCI, g.tec Unicorn, and Emotiv connect through BrainFlow. PiEEG is integrated as PiEEG Server. BrainBit is integrated by NeuroSDK. Connect via USB, Bluetooth, WiFi, or serial — same pipeline for training and real-time deployment.
Why Researchers Choose Nimbus Studio
The only visual BCI studio that combines visual pipeline design, Bayesian models, and hardware deployment in one platform.
10x Faster Experimentation
Test 10 pipeline variations in the time it takes to code one. Visual interface means zero syntax errors, instant validation, and immediate results.
Perfect for: Rapid prototyping, parameter sweeps, A/B testing
Perfect Reproducibility
Share complete pipelines with collaborators. Every parameter, every connection, every configuration saved. No more “it works on my machine”.
Perfect for: Publishing papers, lab collaboration, method comparison
Effortless Deployment
Same pipeline for training and real-time deployment. Switch from offline research to live hardware with one click. No code rewrites required.
Perfect for: Clinical trials, online BCIs, product prototypes
Built for Live BCIs
Run controlled experiments with visual blocks instead of thousands of lines of code. Focus on hypotheses, not boilerplate.
Perfect for: Live demos, patient studies, wheelchair control
90+ Datasets Ready to Use
90+ public datasets with MOABB support ready out-of-the-box. Benchmark methods or bootstrap your own experiments instantly.
Perfect for: Method validation, benchmarking, teaching
State-of-the-Art Algorithms
From classic LDA to Personalizer and modern deep networks like EEGNet and ATCNet. Optimized, tested, and production ready so you can focus on the research question.
Perfect for: Clinical trials, online BCIs, product prototypes
Get Started in 3 Simple Steps
From sign-up to running your first BCI pipeline in under 5 minutes.
1
Start from an app or a prompt
Open Apps Hub for a device-matched experience, or describe a pipeline on Home and hit Make it. Academy 101 is free if you want a guided path.
2
Calibrate, train, or skip ahead
Record labelled trials on hardware, train on 90+ public datasets, or deploy zero-cal indicator apps immediately.
3
Deploy the same graph
Stream live predictions, games, and confidence — same pipeline as training. Export clean Python anytime.
Built for BCI Teams & Companies
Whether you’re in academia, a startup, or an established BCI company, Nimbus Studio adapts to your workflows and team structure.
PhD Students & Postdocs
Publish more, code less
"My advisor wants results, but I'm stuck debugging preprocessing code. Nimbus automated 90% of my pipeline work. I went from debugging to publishing."
Perfect for:
- Testing multiple approaches quickly
- Reproducing papers for literature review
- Learning BCI methods hands-on
- Preparing demos for conferences
Research Labs
Standardize your lab’s workflows
"Every student was reimplementing the same pipelines differently. Now our lab has standardized pipelines. New students are productive day one."
Perfect for:
- Sharing pipelines across lab members
- Onboarding new researchers fast
- Maintaining consistent methodologies
- Multi-site collaborations
Clinical Researchers
From lab to bedside faster
"I need reliable BCI systems for patient trials, but integration was too complex. With Nimbus Studio, from EEG cap to prediction in one day."
Perfect for:
- Patient trials and pilot studies
- Real-time clinical applications
- Assistive technology prototypes
- Rehabilitation systems
Educators & Students
Teach BCI concepts, not syntax
"Students learn pipeline design, feature engineering, and model evaluation without getting lost in code. They understand concepts, not just copy-paste."
Perfect for:
- BCI courses and workshops
- Free Academy track — Nimbus Studio 101
- Neuroscience curriculum
- Hackathons and competitions
- Hands-on learning
PhD Students & Postdocs
Publish more, code less
"My advisor wants results, but I'm stuck debugging preprocessing code. Nimbus automated 90% of my pipeline work. I went from debugging to publishing."
Perfect for:
- Testing multiple approaches quickly
- Reproducing papers for literature review
- Learning BCI methods hands-on
- Preparing demos for conferences
Research Labs
Standardize your lab’s workflows
"Every student was reimplementing the same pipelines differently. Now our lab has standardized pipelines. New students are productive day one."
Perfect for:
- Sharing pipelines across lab members
- Onboarding new researchers fast
- Maintaining consistent methodologies
- Multi-site collaborations
Clinical Researchers
From lab to bedside faster
"I need reliable BCI systems for patient trials, but integration was too complex. With Nimbus Studio, from EEG cap to prediction in one day."
Perfect for:
- Patient trials and pilot studies
- Real-time clinical applications
- Assistive technology prototypes
- Rehabilitation systems
Educators & Students
Teach BCI concepts, not syntax
"Students learn pipeline design, feature engineering, and model evaluation without getting lost in code. They understand concepts, not just copy-paste."
Perfect for:
- BCI courses and workshops
- Free Academy track — Nimbus Studio 101
- Neuroscience curriculum
- Hackathons and competitions
- Hands-on learning
PhD Students & Postdocs
Publish more, code less
"My advisor wants results, but I'm stuck debugging preprocessing code. Nimbus automated 90% of my pipeline work. I went from debugging to publishing."
Perfect for:
- Testing multiple approaches quickly
- Reproducing papers for literature review
- Learning BCI methods hands-on
- Preparing demos for conferences
Research Labs
Standardize your lab’s workflows
"Every student was reimplementing the same pipelines differently. Now our lab has standardized pipelines. New students are productive day one."
Perfect for:
- Sharing pipelines across lab members
- Onboarding new researchers fast
- Maintaining consistent methodologies
- Multi-site collaborations
Clinical Researchers
From lab to bedside faster
"I need reliable BCI systems for patient trials, but integration was too complex. With Nimbus Studio, from EEG cap to prediction in one day."
Perfect for:
- Patient trials and pilot studies
- Real-time clinical applications
- Assistive technology prototypes
- Rehabilitation systems
Educators & Students
Teach BCI concepts, not syntax
"Students learn pipeline design, feature engineering, and model evaluation without getting lost in code. They understand concepts, not just copy-paste."
Perfect for:
- BCI courses and workshops
- Free Academy track — Nimbus Studio 101
- Neuroscience curriculum
- Hackathons and competitions
- Hands-on learning
Integrates with Your Existing Workflow
Don't abandon your current tools. Nimbus works seamlessly with Python, MATLAB, and modern development environments.
Export to Code
Generate clean, documented Python code from your visual pipeline. Customize further or integrate into your existing codebase.
# Generated Python code
# Clean, documented, ready to use
Use with MATLAB
Export pipelines to code, then integrate with your existing MATLAB scripts. Use Nimbus for rapid prototyping, MATLAB for deep analysis.
% Export from Nimbus
% Import to MATLAB
API Integration
Execute pipelines via REST API. Integrate Nimbus into your lab’s data pipeline or product backend with full control.
POST /api/execute
{ "pipeline": "..." }
Security & Privacy First
Your research data and models belong to you. We protect them with enterprise-grade security.
Data Security
All data encrypted in transit. User data isolated per account. Export your pipelines and data anytime.
Data Portability
Export pipelines to code, download trained models, and export all data. You’re never locked in.
Privacy First
User data isolated per account. No sharing between users. Run backend locally for full offline access.
Compliance Ready
Built with privacy in mind. Contact us for enterprise compliance requirements or custom deployment options.
Simple, Transparent Pricing
Start free, upgrade when you need live hardware, cloud GPU, or unlimited runs. Academic programs available for qualified research.
| Free | Pro | Enterprise | |
|---|---|---|---|
| Price | $0 | from $29/mo | Custom |
| Who | Learn & prototype | Active research | Device cos & labs |
| Runs | 20/mo | Unlimited | Unlimited |
| Data | Public only | + your uploads | + private / dedicated |
| Compute | CPU | + cloud GPU (limits can apply) | Custom |
| Deploy | Sim & playback | + live EEG | + custom sources |
| Hardware & calibration | — | | |
| Export | | | |
| AI assistant | | | |
| Try free | Go Pro | Contact sales |
Free
Pro
Enterprise
Price
$0
from $29/mo
Custom
Who
Learn & prototype
Active research
Device cos & labs
Runs
20/mo
Unlimited
Unlimited
Data
Public only
+ your uploads
+ private / dedicated
Compute
CPU
+ cloud GPU (limits can apply)
Custom
Deploy
Sim & playback
+ live EEG
+ custom sources
Hardware & calibration
—
Export
AI assistant
Frequently Asked Questions
Can I export my work to code?
Yes! Export pipelines to Python code anytime. You’re never locked in. Nimbus generates clean, documented code that you can customize further.
What if I need custom preprocessing?
Nimbus includes standard BCI preprocessing (bandpass, notch, CSP, ICA, real-time ASR, and optional foundation-model nodes). For custom algorithms, you can export to code and add your own, or contact us about adding new nodes.
How do I get started quickly?
Three doors: open an Apps Hub experience for your headset, describe a pipeline with Create with AI (Make it), or start from Academy — Nimbus Studio 101 is free. You can always drop into the visual canvas for full control.
Does it work offline?
The web builder requires internet for initial load. You can also use our desktop app for macOS and Windows for offline work, or run the backend locally for full offline access. Perfect for secure environments or field research. Download for macOS. Download for Windows x64.
How much does Nimbus Studio cost?
Nimbus Studio has a free tier for learning and prototyping — sign up at no cost. Pro is $29 USD per month for unlimited runs, your own data uploads, cloud GPU, live EEG deployment, and hardware calibration. Qualified academic researchers may qualify for extended access at no charge. Enterprise and commercial licensing: hello@nimbusbci.com.
What's included in the free tier?
The free tier includes 20 pipeline runs per month on public datasets, CPU compute, simulation and playback deployment, Python export, and the AI assistant. Upgrade to Pro for unlimited runs, your own uploads, cloud GPU, live EEG streaming, and hardware calibration.
Which hardware devices are supported?
OpenBCI (Cyton/Ganglion), g.tec Unicorn, Muse 2 & Muse S, Emotiv EPOC, BrainBit (Headband, Flex, DragonEEG), PiEEG, and any BrainFlow-compatible device via USB, WiFi, or Bluetooth.
How do I get help or report bugs?
Reach out via email at hello@nimbusbci.com. We’re here to help your research succeed with responsive support.
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