Alternatives to Sktime
30 tools that compete with or replace Sktime. Ranked by direct product-type match — not generic category overlap.
Why people look for alternatives to Sktime
The complaints that come up most often in public discussion — reviews, forums and community threads. Not our opinion, and not the vendor's marketing.
- Over 2,300 open GitHub issues suggests maintenance strain.
- Documentation for advanced features can be sparse.
- Lacks native categorical feature support for classification/forecasting.
- LLM-driven features are experimental, not production-ready.
Drawn from 6 mentions across 2 sources · researched Jul 3, 2026.
In fairness: users also consistently praise unified scikit-learn-like api across forecasting, classification, regression, and clustering, and rich composable pipelines and ensembles for complex model building. A complaint list is not a verdict — see the full picture on the Sktime page.
Obviously AI
Obviously AI is now Zams — the archived obviously.ai domain shows the old no-code machine learning workflow: CSV in, predictive model out,
TaskWeaver
Microsoft's open-source, code-first Python framework for building stateful, data-intensive conversational AI agents.
Chat2DB
Chat2DB turns plain English into SQL across 40+ databases in an open-source AI SQL client that keeps query execution on your own machine.
Dataiku
Dataiku is an enterprise AI platform for building governed AI agents, machine learning, and analytics on one orchestrated system.
OpenAgents
OpenAgents is an open-source language agent platform for data analysis, 200+ plugins and autonomous web browsing.
Julius AI
Julius AI turns plain-English questions about a CSV or Excel file into charts, statistical tests, and regression models — no Python required.
LanceDB
LanceDB is an open-source multimodal lakehouse that keeps curation, feature engineering, hybrid search, and training on one Lance table.
DB-GPT
Open-source, self-hosted agentic data assistant that connects to your databases, writes SQL and code, and runs analysis in sandboxes
Geotab
AI-driven fleet management software for safety, compliance, and predictive maintenance across mixed fleets.
Clay
Clay is a GTM data enrichment and AI agent workspace that builds custom outbound systems on 200+ data sources
Quadratic
Quadratic is the AI spreadsheet where AI writes Python, SQL, and formulas straight into cells connected to live databases.
Dcipher Insight Booster
Agentic AI research workflows that turn multi-source text into source-linked, audit-ready reports at enterprise scale.
Amazon Sage Maker
Amazon SageMaker unifies data, analytics, and AI on AWS — build, train, and deploy ML models on fully managed infrastructure.
Querio
Querio delivers governed natural-language analytics where every answer ships with inspectable SQL and Python in a git repo you own.
Hex Magic
Hex Magic adds an agentic AI layer to Hex notebooks, turning data questions into inspectable Python and SQL.
Hex
Hex is an AI data notebook and conversational analytics platform where SQL and Python teams ask questions, build data apps, and ship
Deepnote
Deepnote is a cloud data notebook where humans and AI agents explore data, build apps, and ship models in one shared workspace.
Planful Predict
Planful Predict adds explainable AI forecasting, close, and consolidation to Planful's financial performance management platform.
Mode
Mode is a code-first business intelligence platform uniting SQL, Python, and R analytics with governed self-service dashboards.
InsightBase
Ask business questions in plain English and get instant insights, charts, and anomaly alerts from your data.
Truleo
Truleo is law enforcement case intelligence software that turns jail calls, RMS and OSINT data into ranked case solvability scores.
Persefoni
AI-native carbon accounting software for audit-ready Scope 1, 2, and 3 emissions reporting
Mostly AI
Generate privacy-safe synthetic data with MOSTLY AI's Apache v2 SDK and TabularARGN engine.
Mineral (Alphabet X)
Per-plant crop intelligence platform from Alphabet's X, now acquired by Driscoll's and John Deere
Formula Bot
Better Analyst (formerly Formula Bot) turns plain-English questions into charts, dashboards, and automated data workflows.
Genius Sports AI
Genius Sports AI delivers official league data, SAOT officiating, AI betting odds, and fan activation for leagues, brands, and sportsbooks.
C3 AI
C3 AI is an ontology-powered platform for building, deploying, and governing industrial and federal AI applications at scale.
ThinkLabs AI
AI decision engine that helps you evaluate, compare, and select AI tools with confidence.
DroneDeploy
DroneDeploy turns drone, robot, 360-camera and phone reality capture into AI-flagged progress, safety and earthworks reporting for jobsites.
Sight Machine
Agentic manufacturing platform that reads your plant and improves output every production run.
Frequently asked questions
What are the best alternatives to Sktime?
We currently list 30 alternatives to Sktime: Obviously AI, TaskWeaver, Chat2DB, Dataiku, OpenAgents. Each is ranked by direct product-type match rather than generic category overlap.
How do you choose which Sktime alternatives to show?
Alternatives are ranked by direct product-type match — tools that do the same job — not by shared category tags. Every listed tool is independently re-verified on a continuous cycle.