DeepSeek
Free AI chat app and low-cost API running DeepSeek's open-weights V4 models
Freemium
MolecularDocking.online
One-click AutoDock Vina docking in the browser, no install.
Freemium
Verdict
DeepSeek is listed under AI Assistants and MolecularDocking.online under Education & Research. DeepSeek scores higher in FinderAtlas's editorial review (8.8 vs 7.2 out of 10). Both have a free plan or trial. Only DeepSeek is available on Windows, macOS and iOS and offers an API.
Best overall
DeepSeek
- Software developers
- Researchers and analysts
- Students
- AI engineers
Choose DeepSeek if
- You want a tool built for Low-cost API integration.
- Web chat and mobile apps are free.
- API output costs from $0.60 per 1M tokens (Flash, off-peak), well below most frontier providers.
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
- DeepSeek
- Best for business
- MolecularDocking.online
Features
19 features compared.
- V4 model familyDeepSeekAvailableMolecularDocking.onlineNot available
- Thinking modeDeepSeekAvailableMolecularDocking.onlineNot available
- Open weightsDeepSeekAvailableMolecularDocking.onlineNot available
- OpenAI and Anthropic compatible APIDeepSeekAvailableMolecularDocking.onlineNot available
- Tool calls and JSON outputDeepSeekAvailableMolecularDocking.onlineNot available
- Search and Fetch APIsDeepSeekAvailableMolecularDocking.onlineNot available
- Agent tool integrationsDeepSeekAvailableMolecularDocking.onlineNot available
- DeepSeek HarnessDeepSeekAvailableMolecularDocking.onlineNot available
- Vision on FlashDeepSeekAvailableMolecularDocking.onlineNot available
- Browser-based Vina dockingDeepSeekNot availableMolecularDocking.onlineAvailable
- Flexible inputsDeepSeekNot availableMolecularDocking.onlineAvailable
- Automatic preparationDeepSeekNot availableMolecularDocking.onlineAvailable
- Affinity tablesDeepSeekNot availableMolecularDocking.onlineAvailable
- Interaction analysisDeepSeekNot availableMolecularDocking.onlineAvailable
- Pose quality checksDeepSeekNot availableMolecularDocking.onlineAvailable
- Reports and exportsDeepSeekNot availableMolecularDocking.onlineAvailable
- Batch jobsDeepSeekNot availableMolecularDocking.onlineAvailable
- Optional PyMOL figuresDeepSeekNot availableMolecularDocking.onlineAvailable
- Multilingual interfaceDeepSeekNot availableMolecularDocking.onlineAvailable
Pricing
Plans as listed by each vendor. Check their sites for current prices.
- Pricing modelDeepSeekFreemiumMolecularDocking.onlineFreemium
- Free planDeepSeekYesMolecularDocking.onlineYes
- Starting priceDeepSeek$0MolecularDocking.online$0
- PlansDeepSeek3 plansMolecularDocking.online6 plans
DeepSeek plans
Chat and App
Most popular$0
Free access to DeepSeek models on web, iOS and Android
- Web chat
- iOS and Android apps
- Thinking mode
- Web search
- File upload
API: deepseek-flash
$0.15/1M input tokens
Pay as you go; $0.15 cache-miss input and $0.60 output per 1M tokens off-peak, double at peak
- 1M context
- 384K max output
- Vision
- Tool calls
- JSON output
API: deepseek-v4-pro
$0.66/1M input tokens
Pay as you go; $0.66 cache-miss input and $1.98 output per 1M tokens off-peak, double at peak
- 1M context
- 384K max output
- Tool calls
- JSON output
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.
- DeepSeek
- 8.8overall
- MolecularDocking.online
- 7.2overall
DeepSeek leads in 0 categories and MolecularDocking.online in 0, with 1 tied.
Reasoning & Logic
- DeepSeek
- 8.8
- MolecularDocking.online
- Not rated
Coding & Syntax
- DeepSeek
- 8.7
- MolecularDocking.online
- Not rated
Cost Efficiency
- DeepSeek
- 9.6
- MolecularDocking.online
- Not rated
Long Context
- DeepSeek
- 8.8
- MolecularDocking.online
- Not rated
Ease of Use
Tied- DeepSeek
- 8.0
- MolecularDocking.online
- 8.0
Report Quality
- DeepSeek
- Not rated
- MolecularDocking.online
- 7.8
Pricing Clarity
- DeepSeek
- Not rated
- MolecularDocking.online
- 8.0
Scientific Depth
- DeepSeek
- Not rated
- MolecularDocking.online
- 6.8
Transparency
- DeepSeek
- 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
DeepSeek
Pros
- Web chat and mobile apps are free
- API output costs from $0.60 per 1M tokens (Flash, off-peak), well below most frontier providers
- Open weights for V4 and earlier models on Hugging Face
- 1M-token context and 384K max output on both API models
- API works with both OpenAI and Anthropic SDKs and several coding agents
Cons
- Peak-hour API rates are double the off-peak rates on weekday mornings UTC
- deepseek-v4-pro does not support vision input
- No image generation
- Data is processed by a company based in China, which some organizations cannot accept
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
- WebDeepSeekSupportedMolecularDocking.onlineSupported
- WindowsDeepSeekSupportedMolecularDocking.onlineNot supported
- macOSDeepSeekSupportedMolecularDocking.onlineNot supported
- iOSDeepSeekSupportedMolecularDocking.onlineNot supported
- AndroidDeepSeekSupportedMolecularDocking.onlineNot supported
- APIDeepSeekSupportedMolecularDocking.onlineNot supported
- Browser ExtensionDeepSeekNot supportedMolecularDocking.onlineNot supported
Integrations
DeepSeek
6 integrations- OpenAI SDK
- Anthropic SDK
- Claude Code
- Codex
- OpenCode
- Hugging Face
MolecularDocking.online
6 integrations- AutoDock Vina
- Meeko
- RDKit
- PLIP
- PoseBusters
- PyMOL
Company
- CompanyDeepSeekDeepSeekMolecularDocking.onlineNot listed
- FoundedDeepSeek2023MolecularDocking.onlineNot listed
- HeadquartersDeepSeekHangzhou, ChinaMolecularDocking.onlineNot listed
- ListingDeepSeekClaimedMolecularDocking.onlineNot claimed
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Frequently asked questions
Is DeepSeek better than MolecularDocking.online?
It depends on your workflow. DeepSeek is built for Low-cost API integration. MolecularDocking.online is built for small ligand sets.
What are the key feature differences between DeepSeek and MolecularDocking.online?
DeepSeek: Free AI chat app and low-cost API running DeepSeek's open-weights V4 models. MolecularDocking.online: One-click AutoDock Vina docking in the browser, no install.
Does DeepSeek or MolecularDocking.online have a free plan?
Yes, both do. DeepSeek is freemium and MolecularDocking.online is freemium, and each has a free plan or trial.
Which is cheaper, DeepSeek 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.