Research · head to head
Dovetail vs OpenEye, Cadence Molecular Sciences

Dovetail
Research
AI-powered customer intelligence and research repository.
- From
- Free
- Rated
- -

OpenEye, Cadence Molecular Sciences
Research
Computational chemistry toolkits and the Orion cloud platform, now inside Cadence
- From
- On request
- Rated
- -
The short version
- Only Dovetail has a free tier, so it costs nothing to try first.
- Each has a real cost: Dovetail no published mid-market pricing; enterprises must contact sales for custom quotes; OpenEye, Cadence Molecular Sciences the free Public Domain Research Licence requires surrendering intellectual property rights and publishing results into the public domain, which rules it out for any academic group with a technology transfer office or patent ambitions.
- Prices and features above were last checked on 31 August 2026.
Where they differ
Only the attributes on which Dovetail and OpenEye, Cadence Molecular Sciences actually diverge.
| Attribute | Dovetail | OpenEye, Cadence Molecular Sciences |
|---|---|---|
| Starting price | Free | On request |
| Pricing model | freemium | quote |
| Free tier | Yes | No |
| Platforms | Web, Mobile, API | Linux, Windows, macOS, Web, API |
Identical on both: user rating (Not yet rated), category (Research).
What each one covers
Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.
Only in Dovetail
Nothing recorded that OpenEye, Cadence Molecular Sciences does not also cover.
Only in OpenEye, Cadence Molecular Sciences
- OMEGA
- ROCS
- ROCS X
- Orion platform
- Programmatic toolkits
- Academic routes
- Structure preparation
- Docking and scoring
What people use each for
The jobs each tool is most often brought in to do.
Dovetail
- Product teams conducting qualitative research and extracting actionable insightsnot OpenEye, Cadence Molecular Sciences
- Customer success teams identifying churn drivers through session recordings and feedbacknot OpenEye, Cadence Molecular Sciences
- Design and UX teams analysing user feedback to inform product decisionsnot OpenEye, Cadence Molecular Sciences
- Marketing teams monitoring sentiment and customer perception trendsnot OpenEye, Cadence Molecular Sciences
- Enterprise organisations requiring secure, compliant customer intelligence infrastructurenot OpenEye, Cadence Molecular Sciences
OpenEye, Cadence Molecular Sciences
- A pharmaceutical discovery team screening a multi-billion compound library by three-dimensional shape rather than by two-dimensional similaritynot Dovetail
- A computational chemist embedding conformer generation into an internal pipeline through the Python toolkitsnot Dovetail
- A university group publishing openly that can accept the public domain licence terms in exchange for zero costnot Dovetail
- A biotech scaling virtual screening on cloud compute without building its own clusternot Dovetail
Where each one falls short
Documented limitations, not opinions. Every one is a constraint you would hit in normal use.
Dovetail
- No published mid-market pricing; enterprises must contact sales for custom quotes
- Free tier strictly limited to one channel and one project; scaling requires Enterprise plan
- Enterprise pricing model opaque; no transparent tier for growing teams
- Free tier includes AI Chat but with basic summaries only; advanced AI features reserved for Enterprise
- No per-seat pricing published; cost model for multi-person teams unclear
OpenEye, Cadence Molecular Sciences
- The free Public Domain Research Licence requires surrendering intellectual property rights and publishing results into the public domain, which rules it out for any academic group with a technology transfer office or patent ambitions.
- Free academic licences are renewable but re-evaluated annually with no guarantee of continuation, so a multi-year research programme has no assured software entitlement beyond the current year.
- OpenEye now sits inside Cadence Design Systems, whose core business is chip design, so the roadmap and licensing culture are set by a company for which molecular sciences is one growth line among several.
- Commercial pricing is entirely unpublished and structured as annual subscriptions with separate Orion compute, making total cost of a screening programme hard to forecast before contracting.
- The toolkits assume real computational chemistry expertise; they are libraries and applications for specialists, not an interface a medicinal chemist can drive without training.
Pricing, plan by plan
Dovetail
Free- FreeFree
- One channel for feedback tracking
- One project for research
- AI Chat with basic summaries
- Enterprise$undefined/variable
- Unlimited agents, channels, projects and docs
- Advanced dashboards and AI features
- Data redaction and access controls
OpenEye, Cadence Molecular Sciences
On request- Commercial licence$undefined/year
- Annual subscription priced through Cadence sales
- Toolkits and applications licensed separately from the Orion platform
- Orion compute billed on top of software entitlements
- Academic Package$undefined/year
- Paid annual subscription for university groups under ten members
- Includes support
- Researchers retain intellectual property rights
- Public Domain Research LicenceFree
- No cost
- No support of any kind
- No intellectual property rights retained
Which should you pick?
Choose OpenEye, Cadence Molecular Sciences if
- You need omega.
- You work on Linux, Windows, macOS, Web, API.
- You also want rocs.
Questions people ask
- Is Dovetail or OpenEye, Cadence Molecular Sciences better?
- Neither clearly leads. Dovetail starts at Free and OpenEye, Cadence Molecular Sciences at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
- Which is cheaper, Dovetail or OpenEye, Cadence Molecular Sciences?
- Dovetail has a free tier; the other does not. Paid plans start at Free for Dovetail and On request for OpenEye, Cadence Molecular Sciences.
- Does Dovetail or OpenEye, Cadence Molecular Sciences run on more platforms?
- Dovetail runs on Web, Mobile, API. OpenEye, Cadence Molecular Sciences runs on Linux, Windows, macOS, Web, API.
- Can I use Dovetail for free?
- Yes. Dovetail has a free tier, so you can try it without paying. OpenEye, Cadence Molecular Sciences starts at On request.
- What is Dovetail best used for?
- Dovetail is most often used for product teams conducting qualitative research and extracting actionable insights, customer success teams identifying churn drivers through session recordings and feedback, design and ux teams analysing user feedback to inform product decisions, marketing teams monitoring sentiment and customer perception trends. Of those, product teams conducting qualitative research and extracting actionable insights and customer success teams identifying churn drivers through session recordings and feedback are not what OpenEye, Cadence Molecular Sciences is typically brought in for.
- What can Dovetail do that OpenEye, Cadence Molecular Sciences cannot?
- OpenEye, Cadence Molecular Sciences covers OMEGA, ROCS, ROCS X, Orion platform.
Answered from the vendors’ own pages
Dovetail: What is included in the free plan?
The free plan includes one channel for feedback tracking, one project for organising research, and AI Chat with basic summaries.
SourceOpenEye, Cadence Molecular Sciences: Is OpenEye still OpenEye?
It trades as OpenEye, Cadence Molecular Sciences, and is part of Cadence Design Systems following acquisition. The product names OMEGA, ROCS and Orion continue.
Dovetail: Does Dovetail have compliance certifications?
Yes. Dovetail is SOC 2 Type II compliant and includes automatic PII redaction and private AI processing for enterprise-grade security.
SourceOpenEye, Cadence Molecular Sciences: Can academics use it for free?
Yes, through the Public Domain Research Licence or a Teaching Licence, but both come with no support and no intellectual property rights. Keeping IP rights and support requires the paid Academic Package.
Dovetail: How many integrations does Dovetail support?
Dovetail connects to 38+ external tools through API, CLI and integrations including Slack and Microsoft Teams.
SourceOpenEye, Cadence Molecular Sciences: What is ROCS X?
A machine learning enabled extension of ROCS shape search, built on the Orion platform, aimed at screening chemical spaces in the trillions of molecules.
OpenEye, Cadence Molecular Sciences: Is commercial pricing published?
No. Commercial licences are annual subscriptions quoted through Cadence sales, with Orion compute charged separately.
Related pages
More on OpenEye, Cadence Molecular Sciences
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