#33 in AI Development PlatformsUpdated 2026-08

Anaconda

by Anaconda · Python package management, notebooks and governance for data science teams

46.7 — BenchRank score out of 100

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Overview

Anaconda is a platform for Python data science and AI work, combining package management (Anaconda Core), browser-based notebooks and cloud storage. Paid tiers add vulnerability scanning, CVE visibility, policy filters, audit trails and single sign-on. Custom plans add self-hosted or private-cloud deployment and AI orchestration for building and running workflows.

Best for: Python data science and ML teams needing governed packages, notebooks and security controls
Pricing: Free tier, then $15 per user/month (Starter) and $50 per user/month (Business), with Custom plans quoted by sales.
Runs on: WebSelf-hostedCLI

Strengths and trade-offs

Strengths

Free tier covers package management, notebooks and 5GB storage
Published per-seat prices: $15 and $50 per user/month
Business adds vulnerability scanning, audit trails and SSO
ISO 27001 and SOC 2 Type 2 certified

Trade-offs

Organisations with 200+ staff must buy a paid Business licence
Starter and Business capped at 15 seats; 16+ requires contact sales
Self-hosting and air-gap need the Custom plan or a paid add-on
Daily caps on compute seconds, AI assistant chats and published apps

Pricing

Published plans from Anaconda’s own pricing page, in USD. Usage charges and add-ons may apply on top.

Anaconda pricing tiers, monthly rates in USD
Plan	Monthly	Includes
FREE	—per user	Anaconda Core for Python package management Notebooks with 5GB cloud storage Anaconda Assistant chatbot, 30 requests per day Intro courses; up to 1 seat
STARTER	$15per user	10GB storage per user, 8K compute seconds daily Team workspace controls and 4 published apps On-demand training courses Free for academic accounts; up to 15 seats
BUSINESS	$50per user	Automated vulnerability scanning and CVE visibility Audit trails and project governance controls Centralised access management and Enterprise SSO 20GB storage; annual subscription; up to 15 seats
CUSTOM	Contact sales	Self-host on-premises, private cloud or public cloud AI orchestration with built-in observability Advanced governance for multi-team collaboration Custom integrations and SLA agreements

How this score is made up

Each dimension is scored out of 100 and combined into the headline score using fixed weights.

MCP support: 0 out of 100
Documentation: 70 out of 100
Agent friendliness: 70 out of 100
Pricing transparency: 100 out of 100
Changelog: 0 out of 100
Marketing site structure: 60 out of 100
Operational trust: 25 out of 100

Measured, but not part of the score

Useful to know, but not a mark for or against the product — so these do not affect the ranking.

Openness: 85 out of 100
Maintenance: 85 out of 100

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