Julius AI
AI data analyst that runs Python on your spreadsheets and databases to produce charts
Freemium
MolecularDocking.online
One-click AutoDock Vina docking in the browser, no install.
Freemium
Verdict
Julius AI is listed under AI Assistants and MolecularDocking.online under Education & Research. Julius AI scores higher in FinderAtlas's editorial review (8.1 vs 7.2 out of 10), led by ease of use. Both have a free plan or trial. Only Julius AI is available on iOS.
Best overall
Julius AI
- Business analysts
- Students and researchers
- Finance and operations teams
- Small business owners
Choose Julius AI if
- You want a tool built for analyzing spreadsheets without coding.
- Runs executed Python code on uploaded data rather than only describing answers.
- Builds exportable charts from plain-language requests.
Choose MolecularDocking.online if
- You want a tool built for small ligand sets.
- No local install or Linux setup needed for AutoDock Vina.
- Clear credit-based pricing from $9.99 per month, with one-time packs.
- Best for beginners
- Julius AI
- Best for business
- Julius AI
Features
18 features compared.
- Python Data SandboxJulius AIAvailableMolecularDocking.onlineNot available
- Chart and Graph GenerationJulius AIAvailableMolecularDocking.onlineNot available
- Spreadsheet UploadJulius AIAvailableMolecularDocking.onlineNot available
- Database ConnectorsJulius AIAvailableMolecularDocking.onlineNot available
- NotebooksJulius AIAvailableMolecularDocking.onlineNot available
- Statistical ModelingJulius AIAvailableMolecularDocking.onlineNot available
- Math HelperJulius AIAvailableMolecularDocking.onlineNot available
- Custom Agents and Scheduled RunsJulius AIAvailableMolecularDocking.onlineNot available
- Browser-based Vina dockingJulius AINot availableMolecularDocking.onlineAvailable
- Flexible inputsJulius AINot availableMolecularDocking.onlineAvailable
- Automatic preparationJulius AINot availableMolecularDocking.onlineAvailable
- Affinity tablesJulius AINot availableMolecularDocking.onlineAvailable
- Interaction analysisJulius AINot availableMolecularDocking.onlineAvailable
- Pose quality checksJulius AINot availableMolecularDocking.onlineAvailable
- Reports and exportsJulius AINot availableMolecularDocking.onlineAvailable
- Batch jobsJulius AINot availableMolecularDocking.onlineAvailable
- Optional PyMOL figuresJulius AINot availableMolecularDocking.onlineAvailable
- Multilingual interfaceJulius AINot availableMolecularDocking.onlineAvailable
Pricing
Plans as listed by each vendor. Check their sites for current prices.
- Pricing modelJulius AIFreemiumMolecularDocking.onlineFreemium
- Free planJulius AIYesMolecularDocking.onlineYes
- Starting priceJulius AI$0MolecularDocking.online$0
- PlansJulius AI5 plansMolecularDocking.online6 plans
Julius AI plans
Free
$0
Small allowance with lighter models
- Daily credit allowance
- Julius Lite models
- Google Drive connector
Plus
$20/month
Single seat with frontier models
- Frontier models
- Unlimited charts
- 1 seat
Pro
Most popular$45/month
Larger context and memory for one user
- All models
- Expanded context window
- 32 GB RAM
- Notebooks
- Priority email support
Business
$450/month
Team plan with database connectors
- Postgres
- BigQuery and Snowflake connectors
- Custom Agents
- Scheduled runs
- Centralized billing
- SOC 2 Type II
Enterprise
Custom/custom
Contact sales
- SSO
- Audit logs
- Role-based permissions
- Tailored onboarding
MolecularDocking.online plans
Free
$0
One-time credit at signup.
- 1 credit at signup
- 7-day result storage
Student
$9.99/month
Entry paid plan.
- 5 credits per month
- 14-day result storage
Research
$24.99/month
For regular use with parallel jobs.
- 16 credits per month
- 2 concurrent jobs
- Priority queue
- 30-day result storage
Lab
$49.99/month
For groups and heavier use.
- 35 credits per month
- 5 concurrent jobs
- Priority queue
- 90-day result storage
Single Run Pass
$7.99/one-time
One-time credit pack.
- 3 credits
Screening Pack
$19.99/one-time
One-time credit pack.
- 10 credits
Our ratings
Scored out of 10 by the Finder Atlas editorial team. Last reviewed October 2026.
- Julius AI
- 8.1overall
- MolecularDocking.online
- 7.2overall
Julius AI leads in 1 category and MolecularDocking.online in 0.
Python Data Analysis
- Julius AI
- 8.6
- MolecularDocking.online
- Not rated
Chart & Plot Generation
- Julius AI
- 8.4
- MolecularDocking.online
- Not rated
Ease of Use
Julius AI leads by 0.5- Julius AI
- 8.5
- MolecularDocking.online
- 8.0
Data Connectivity
- Julius AI
- 7.8
- MolecularDocking.online
- Not rated
Value for Money
- Julius AI
- 7.0
- MolecularDocking.online
- Not rated
Report Quality
- Julius AI
- Not rated
- MolecularDocking.online
- 7.8
Pricing Clarity
- Julius AI
- Not rated
- MolecularDocking.online
- 8.0
Scientific Depth
- Julius AI
- Not rated
- MolecularDocking.online
- 6.8
Transparency
- Julius AI
- Not rated
- MolecularDocking.online
- 5.5
Scores weigh documented features, plan value, platform coverage, integrations and user feedback. A missing score means we have not rated that area yet.
Pros and cons
Julius AI
Pros
- Runs executed Python code on uploaded data rather than only describing answers
- Builds exportable charts from plain-language requests
- Connects to PostgreSQL, Snowflake and BigQuery on paid plans
- Starts at $20 per month, with a free plan to try it
- Has an iOS app as well as the web app
Cons
- Free allowance is small and has been reduced over time
- Plans, credits and names changed several times in 2026, which makes costs hard to predict
- Business costs $450 per month
- No public API is confirmed, and no Android or desktop app was found
MolecularDocking.online
Pros
- No local install or Linux setup needed for AutoDock Vina
- Clear credit-based pricing from $9.99 per month, with one-time packs
- Reports include QC, interaction analysis, methods text and citations
- Credits the open-source tools it builds on and states results need validation
- Sample report with version numbers for the whole pipeline
Cons
- Operator is not named; the terms say no separate corporate entity is stated
- Rigid-receptor Vina only; no other docking engines
- Free tier is a single one-time credit with 7-day storage
- Refunds are limited to platform failures
- Terms are governed by the laws of the People's Republic of China
Platforms
- WebJulius AISupportedMolecularDocking.onlineSupported
- WindowsJulius AINot supportedMolecularDocking.onlineNot supported
- macOSJulius AINot supportedMolecularDocking.onlineNot supported
- iOSJulius AISupportedMolecularDocking.onlineNot supported
- AndroidJulius AINot supportedMolecularDocking.onlineNot supported
- APIJulius AINot supportedMolecularDocking.onlineNot supported
- Browser ExtensionJulius AINot supportedMolecularDocking.onlineNot supported
Integrations
Julius AI
5 integrations- Google Sheets
- Google Drive
- PostgreSQL
- Snowflake
- BigQuery
MolecularDocking.online
6 integrations- AutoDock Vina
- Meeko
- RDKit
- PLIP
- PoseBusters
- PyMOL
Company
- CompanyJulius AIJulius AIMolecularDocking.onlineNot listed
- FoundedJulius AI2022MolecularDocking.onlineNot listed
- HeadquartersJulius AISan Francisco, CAMolecularDocking.onlineNot listed
- Monthly usersJulius AI2M+MolecularDocking.onlineNot listed
- ListingJulius AIClaimedMolecularDocking.onlineNot claimed
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Frequently asked questions
Is Julius AI better than MolecularDocking.online?
It depends on your workflow. Julius AI is built for analyzing spreadsheets without coding. MolecularDocking.online is built for small ligand sets.
What are the key feature differences between Julius AI and MolecularDocking.online?
Julius AI: AI data analyst that runs Python on your spreadsheets and databases to produce charts. MolecularDocking.online: One-click AutoDock Vina docking in the browser, no install.
Does Julius AI or MolecularDocking.online have a free plan?
Yes, both do. Julius AI is freemium and MolecularDocking.online is freemium, and each has a free plan or trial.
Which is cheaper, Julius AI or MolecularDocking.online?
Both can be used for free. Paid plans differ in limits and features, so compare the tiers in the pricing table above.