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Machine Learning · head to head

Anaconda vs Phocas

Anaconda logo

Anaconda

Machine Learning

The world's most popular data science platform

From
Free
Rated
-
Full reviewWebsite
Phocas logo

Phocas

Business Intelligence

Pre-built BI and FP&A for wholesale distributors and manufacturers running mid-market ERPs

From
On request
Rated
-
Full reviewWebsite

The short version

  • Only Anaconda has a free tier, so it costs nothing to try first.
  • Each has a real cost: Anaconda dependency resolution slower than pip due to SAT solver complexity; Phocas the value is the pre-built vertical content, so a company outside distribution, manufacturing or retail pays premium prices for dashboards it must build itself anyway.
  • They diverge on capability: Anaconda covers Conda package manager, Phocas covers ERP connectors.
  • Prices and features above were last checked on 31 August 2026.

Where they differ

Only the attributes on which Anaconda and Phocas actually diverge.

Attributes where Anaconda and Phocas differ
AttributeAnacondaPhocas
Starting priceFreeOn request
Pricing modelUnknownquote
Free tierYesNo
PlatformsWindows, macOS, Linux, Web/CloudWeb, iOS, Android
CategoryMachine LearningBusiness Intelligence
Founded2012Unknown

Identical on both: user rating (Not yet rated).

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 Anaconda

  • Conda package manager
  • Environment management
  • 1500+ packages
  • Navigator GUI
  • Cross-platform support
  • Jupyter
  • VS Code
  • PyCharm

Only in Phocas

  • ERP connectors
  • Pre-built distribution content
  • Grid-first analysis
  • Financial statements
  • Budgets and forecasts
  • Rebates module
  • Alerts and subscriptions
  • Mobile apps

What people use each for

The jobs each tool is most often brought in to do.

Anaconda

  • Machine learningnot Phocas
  • Data analysisnot Phocas
  • Model trainingnot Phocas
  • Predictive analyticsnot Phocas

Phocas

  • A wholesale distributor on Prophet 21 whose sales reps need per-customer margin and stock availability without waiting on a report writernot Anaconda
  • A manufacturer that wants budgeting on the same data as its sales analysis rather than in a separate spreadsheetnot Anaconda
  • A multi-branch retailer comparing branch and product performance daily without an internal BI teamnot Anaconda
  • A private equity owner standardising reporting across several acquired distributors on different ERPsnot Anaconda

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

Anaconda

  • Dependency resolution slower than pip due to SAT solver complexity
  • Not all PyPI packages available through default Anaconda repository
  • Requires paid licenses for organizations with 200+ employees
  • Larger disk footprint than minimal Python installations

Phocas

  • The value is the pre-built vertical content, so a company outside distribution, manufacturing or retail pays premium prices for dashboards it must build itself anyway.
  • If your ERP is not on the maintained connector list you fall back to generic database extraction and lose the fast time to value that justifies the price.
  • The visualisation library is thin next to Power BI or Tableau, and analysts who want fine control over chart design will find it constraining.
  • Pricing is quoted per user and never published, and buyers routinely report large gaps between initial and renewal quotes with limited comparison leverage.
  • Modules are licensed separately, so a customer who bought Analytics and later wants Financial Statements or Rebates faces a new negotiation rather than an upgrade.

Pricing, plan by plan

Anaconda

Free
  • FreeFree
    • 600+ pre-installed packages
    • Anaconda Navigator
    • 5GB cloud storage
  • Starter$15/month
    • 10GB cloud storage per user
    • Professional development environment
    • Team workspace controls
  • Business$50/month
    • Automated vulnerability scanning
    • Audit trails
    • Enterprise SSO

Phocas

On request
  • Phocas$undefined/year
    • Annual subscription quoted by user count and modules
    • Analytics, Financial Statements, Budgets and Rebates licensed separately
    • One-off implementation and ERP connector setup fee

Which should you pick?

Choose Anaconda if

  • You need conda package manager.
  • You want to start without paying.
  • You work on Windows, macOS, Linux, Web/Cloud.
  • You also want environment management.
Anaconda review

Choose Phocas if

  • You need erp connectors.
  • You work on Web, iOS, Android.
  • You also want pre-built distribution content.
Phocas review

Questions people ask

Is Anaconda or Phocas better?
Neither clearly leads. Anaconda starts at Free and Phocas at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Anaconda or Phocas?
Anaconda has a free tier; the other does not. Paid plans start at Free for Anaconda and On request for Phocas.
Does Anaconda or Phocas run on more platforms?
Anaconda runs on Windows, macOS, Linux, Web/Cloud. Phocas runs on Web, iOS, Android.
Can I use Anaconda for free?
Yes. Anaconda has a free tier, so you can try it without paying. Phocas starts at On request.
What is Anaconda best used for?
Anaconda is most often used for machine learning, data analysis, model training, predictive analytics. Of those, machine learning and data analysis are not what Phocas is typically brought in for.
What can Anaconda do that Phocas cannot?
Anaconda covers Conda package manager, Environment management, 1500+ packages, Navigator GUI. Phocas covers ERP connectors, Pre-built distribution content, Grid-first analysis, Financial statements.

Answered from the vendors’ own pages

Anaconda: Does Anaconda have a free version?

Yes. Anaconda Distribution is free and includes 600+ pre-installed data science packages, Navigator, and 5GB of cloud storage. Organizations with 200+ employees must use paid plans unless they qualify for academic or non-profit exemptions.

Source
Phocas: What does Phocas cost?

Nothing is published. It is quoted annually by user count and module, with a separate implementation fee, and varies by region.

Anaconda: What is the difference between Anaconda Distribution and Miniconda?

Anaconda Distribution includes 600+ pre-installed packages optimized for data science out of the box. Miniconda is lightweight with only conda, Python, and essential packages, requiring manual installation of additional libraries.

Source
Phocas: Is it worth it over Power BI?

Only if you are in its target verticals on a supported ERP. Power BI is far cheaper per seat but you supply the data model.

Anaconda: Does Anaconda integrate with VS Code?

Yes. Anaconda environments can be activated in VS Code, and you can run Jupyter Notebooks directly. Both JupyterLab and conda can be managed through the VS Code Jupyter extension.

Source
Phocas: Does it replace my ERP reporting?

It replaces day-to-day analysis and sales reporting. Transactional and statutory reporting stays in the ERP.

Anaconda: What platforms does Anaconda support?

Anaconda runs on Windows, macOS, and Linux, with cloud-based deployment options. Anaconda Notebooks provides a cloud-based JupyterLab environment requiring no local installation.

Source
Phocas: Can it do budgeting?

Yes, through a separately licensed Financial Statements and Budgets module on the same warehouse.

Anaconda: Do all PyPI packages work with Anaconda?

Not all PyPI packages are available through Anaconda's default conda repository. When a package is unavailable in conda, you can install it from conda-forge or pip as an alternative.

Source
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