# Top 10 Hakko Alternatives & Competitors
Research alternative solutions to Hakko on G2, with real user reviews on competing tools. Other important factors to consider when researching alternatives to Hakko include ease of use and reliability. The best overall Hakko alternative is SAS Viya. Other similar apps like Hakko are Databricks, Snowflake, Gemini Enterprise Agent Platform, and SAP HANA Cloud. Hakko alternatives can be found in [MLOps Platforms](https://www.g2.com/categories/mlops-platforms) but may also be in [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms) or [Analytics Platforms](https://www.g2.com/categories/analytics-platforms).


## Best Paid & Free Alternatives to Hakko
  - [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews)
  - [Databricks](https://www.g2.com/products/databricks/reviews)
  - [Snowflake](https://www.g2.com/products/snowflake/reviews)
  - [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews)
  - [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews)
  - [Saturn Cloud](https://www.g2.com/products/saturn-cloud-saturn-cloud/reviews)
  - [SuperAnnotate](https://www.g2.com/products/superannotate/reviews)
  - [Dataiku](https://www.g2.com/products/dataiku/reviews)
  - [IBM Watson Studio](https://www.g2.com/products/ibm-watson-studio/reviews)
  - [Roboflow](https://www.g2.com/products/roboflow/reviews)

## Top 10 Alternatives to Hakko Recently Reviewed By G2 Community
Browse options below. Based on reviewer data, you can see how Hakko stacks up to the competition and find the best product for your business.


  ### 1. [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews)
By SAS Institute Inc.
**Average Rating:** 4.3/5
**Total Reviews:** 798
As a cloud-native AI, analytics and data management platform, SAS Viya enables you to scale cost-effectively, increase productivity and innovate faster, backed by trust and transparency. SAS Viya makes it possible to integrate teams and technology enabling all users to work together successfully to turn critical questions into accurate decisions.


Categories in common with Hakko: [MLOps Platforms](https://www.g2.com/categories/mlops-platforms)

**Compare:** [Hakko vs SAS Viya](https://www.g2.com/compare/hakko-vs-sas-sas-viya)
**Compare SAS Viya with other alternatives:**
- [SAS Viya vs Databricks](https://www.g2.com/compare/databricks-vs-sas-sas-viya)
- [SAS Viya vs Snowflake](https://www.g2.com/compare/sas-sas-viya-vs-snowflake)
- [SAS Viya vs Gemini Enterprise Agent Platform](https://www.g2.com/compare/gemini-enterprise-agent-platform-vs-sas-sas-viya)
- [SAS Viya vs SAP HANA Cloud](https://www.g2.com/compare/sap-hana-cloud-2025-10-01-vs-sas-sas-viya)
- [SAS Viya vs Saturn Cloud](https://www.g2.com/compare/sas-sas-viya-vs-saturn-cloud-saturn-cloud)
- [SAS Viya vs SuperAnnotate](https://www.g2.com/compare/sas-sas-viya-vs-superannotate)
- [SAS Viya vs Dataiku](https://www.g2.com/compare/dataiku-vs-sas-sas-viya)
- [SAS Viya vs IBM Watson Studio](https://www.g2.com/compare/ibm-watson-studio-vs-sas-sas-viya)
- [SAS Viya vs Roboflow](https://www.g2.com/compare/roboflow-vs-sas-sas-viya)

  ### 2. [Databricks](https://www.g2.com/products/databricks/reviews)
By Databricks Inc.
**Average Rating:** 4.6/5
**Total Reviews:** 768
Making big data simple


Categories in common with Hakko: [MLOps Platforms](https://www.g2.com/categories/mlops-platforms)

**Compare:** [Hakko vs Databricks](https://www.g2.com/compare/databricks-vs-hakko)
**Compare Databricks with other alternatives:**
- [Databricks vs SAS Viya](https://www.g2.com/compare/databricks-vs-sas-sas-viya)
- [Databricks vs Snowflake](https://www.g2.com/compare/databricks-vs-snowflake)
- [Databricks vs Gemini Enterprise Agent Platform](https://www.g2.com/compare/databricks-vs-gemini-enterprise-agent-platform)
- [Databricks vs SAP HANA Cloud](https://www.g2.com/compare/databricks-vs-sap-hana-cloud-2025-10-01)
- [Databricks vs Saturn Cloud](https://www.g2.com/compare/databricks-vs-saturn-cloud-saturn-cloud)
- [Databricks vs SuperAnnotate](https://www.g2.com/compare/databricks-vs-superannotate)
- [Databricks vs Dataiku](https://www.g2.com/compare/databricks-vs-dataiku)
- [Databricks vs IBM Watson Studio](https://www.g2.com/compare/databricks-vs-ibm-watson-studio)
- [Databricks vs Roboflow](https://www.g2.com/compare/databricks-vs-roboflow)

  ### 3. [Snowflake](https://www.g2.com/products/snowflake/reviews)
By Snowflake, Inc.
**Average Rating:** 4.6/5
**Total Reviews:** 743
Snowflake’s platform eliminates data silos and simplifies architectures, so organizations can get more value from their data. The platform is designed as a single, unified product with automations that reduce complexity and help ensure everything “just works”. To support a wide range of workloads, it’s optimized for performance at scale no matter whether someone’s working with SQL, Python, or other languages. And it’s globally connected so organizations can securely access the most relevant content across clouds and regions, with one consistent experience.


Categories in common with Hakko: [MLOps Platforms](https://www.g2.com/categories/mlops-platforms)

**Compare:** [Hakko vs Snowflake](https://www.g2.com/compare/hakko-vs-snowflake)
**Compare Snowflake with other alternatives:**
- [Snowflake vs SAS Viya](https://www.g2.com/compare/sas-sas-viya-vs-snowflake)
- [Snowflake vs Databricks](https://www.g2.com/compare/databricks-vs-snowflake)
- [Snowflake vs Gemini Enterprise Agent Platform](https://www.g2.com/compare/gemini-enterprise-agent-platform-vs-snowflake)
- [Snowflake vs SAP HANA Cloud](https://www.g2.com/compare/sap-hana-cloud-2025-10-01-vs-snowflake)
- [Snowflake vs Saturn Cloud](https://www.g2.com/compare/saturn-cloud-saturn-cloud-vs-snowflake)
- [Snowflake vs SuperAnnotate](https://www.g2.com/compare/snowflake-vs-superannotate)
- [Snowflake vs Dataiku](https://www.g2.com/compare/dataiku-vs-snowflake)
- [Snowflake vs IBM Watson Studio](https://www.g2.com/compare/ibm-watson-studio-vs-snowflake)
- [Snowflake vs Roboflow](https://www.g2.com/compare/roboflow-vs-snowflake)

  ### 4. [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews)
By Google
**Average Rating:** 4.3/5
**Total Reviews:** 656
Gemini Enterprise Agent Platform is a managed machine learning (ML) platform that helps you build, train, and deploy ML models faster and easier. It includes a unified UI for the entire ML workflow, as well as a variety of tools and services to help you with every step of the process. Gemini Enterprise Agent Platform Workbench is a cloud-based IDE that is included with Gemini Enterprise Agent Platform. It makes it easy to develop and debug ML code. It provides a variety of features to help you with your ML workflow, such as code completion, linting, and debugging. Gemini Enterprise Agent Platform and Gemini Enterprise Agent Platform Workbench are a powerful combination that can help you accelerate your ML development. With Gemini Enterprise Agent Platform, you can focus on building and training your models, while Gemini Enterprise Agent Platform Workbench takes care of the rest. This frees you up to be more productive and creative, and it helps you get your models into production faster. If you're looking for a powerful and easy-to-use ML platform, then Gemini Enterprise Agent Platform is a great option. With Gemini Enterprise Agent Platform, you can build, train, and deploy ML models faster and easier than ever before.


Categories in common with Hakko: [MLOps Platforms](https://www.g2.com/categories/mlops-platforms)

**Compare:** [Hakko vs Gemini Enterprise Agent Platform](https://www.g2.com/compare/gemini-enterprise-agent-platform-vs-hakko)
**Compare Gemini Enterprise Agent Platform with other alternatives:**
- [Gemini Enterprise Agent Platform vs SAS Viya](https://www.g2.com/compare/gemini-enterprise-agent-platform-vs-sas-sas-viya)
- [Gemini Enterprise Agent Platform vs Databricks](https://www.g2.com/compare/databricks-vs-gemini-enterprise-agent-platform)
- [Gemini Enterprise Agent Platform vs Snowflake](https://www.g2.com/compare/gemini-enterprise-agent-platform-vs-snowflake)
- [Gemini Enterprise Agent Platform vs SAP HANA Cloud](https://www.g2.com/compare/gemini-enterprise-agent-platform-vs-sap-hana-cloud-2025-10-01)
- [Gemini Enterprise Agent Platform vs Saturn Cloud](https://www.g2.com/compare/gemini-enterprise-agent-platform-vs-saturn-cloud-saturn-cloud)
- [Gemini Enterprise Agent Platform vs SuperAnnotate](https://www.g2.com/compare/gemini-enterprise-agent-platform-vs-superannotate)
- [Gemini Enterprise Agent Platform vs Dataiku](https://www.g2.com/compare/dataiku-vs-gemini-enterprise-agent-platform)
- [Gemini Enterprise Agent Platform vs IBM Watson Studio](https://www.g2.com/compare/gemini-enterprise-agent-platform-vs-ibm-watson-studio)
- [Gemini Enterprise Agent Platform vs Roboflow](https://www.g2.com/compare/gemini-enterprise-agent-platform-vs-roboflow)

  ### 5. [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews)
By SAP
**Average Rating:** 4.3/5
**Total Reviews:** 621
SAP HANA Cloud is the cloud-native data foundation of SAP Business Technology Platform, it stores, processes and analyzes data in real time at petabyte scale and converges multiple data types in a single system while managing it more efficiently with integrated multitier storage.


Categories in common with Hakko: [MLOps Platforms](https://www.g2.com/categories/mlops-platforms)

**Compare:** [Hakko vs SAP HANA Cloud](https://www.g2.com/compare/hakko-vs-sap-hana-cloud-2025-10-01)
**Compare SAP HANA Cloud with other alternatives:**
- [SAP HANA Cloud vs SAS Viya](https://www.g2.com/compare/sap-hana-cloud-2025-10-01-vs-sas-sas-viya)
- [SAP HANA Cloud vs Databricks](https://www.g2.com/compare/databricks-vs-sap-hana-cloud-2025-10-01)
- [SAP HANA Cloud vs Snowflake](https://www.g2.com/compare/sap-hana-cloud-2025-10-01-vs-snowflake)
- [SAP HANA Cloud vs Gemini Enterprise Agent Platform](https://www.g2.com/compare/gemini-enterprise-agent-platform-vs-sap-hana-cloud-2025-10-01)
- [SAP HANA Cloud vs Saturn Cloud](https://www.g2.com/compare/sap-hana-cloud-2025-10-01-vs-saturn-cloud-saturn-cloud)
- [SAP HANA Cloud vs SuperAnnotate](https://www.g2.com/compare/sap-hana-cloud-2025-10-01-vs-superannotate)
- [SAP HANA Cloud vs Dataiku](https://www.g2.com/compare/dataiku-vs-sap-hana-cloud-2025-10-01)
- [SAP HANA Cloud vs IBM Watson Studio](https://www.g2.com/compare/ibm-watson-studio-vs-sap-hana-cloud-2025-10-01)
- [SAP HANA Cloud vs Roboflow](https://www.g2.com/compare/roboflow-vs-sap-hana-cloud-2025-10-01)

  ### 6. [Saturn Cloud](https://www.g2.com/products/saturn-cloud-saturn-cloud/reviews)
By Saturn Cloud
**Average Rating:** 4.8/5
**Total Reviews:** 320
Saturn Cloud is a data science and machine learning platform for scalable Python analytics with Dask and GPUs, on hosted notebooks. Share work and dashboards, access Your favorite Python libraries, connect from existing cloud-hosted services, and more.


Categories in common with Hakko: [MLOps Platforms](https://www.g2.com/categories/mlops-platforms)

**Compare:** [Hakko vs Saturn Cloud](https://www.g2.com/compare/hakko-vs-saturn-cloud-saturn-cloud)
**Compare Saturn Cloud with other alternatives:**
- [Saturn Cloud vs SAS Viya](https://www.g2.com/compare/sas-sas-viya-vs-saturn-cloud-saturn-cloud)
- [Saturn Cloud vs Databricks](https://www.g2.com/compare/databricks-vs-saturn-cloud-saturn-cloud)
- [Saturn Cloud vs Snowflake](https://www.g2.com/compare/saturn-cloud-saturn-cloud-vs-snowflake)
- [Saturn Cloud vs Gemini Enterprise Agent Platform](https://www.g2.com/compare/gemini-enterprise-agent-platform-vs-saturn-cloud-saturn-cloud)
- [Saturn Cloud vs SAP HANA Cloud](https://www.g2.com/compare/sap-hana-cloud-2025-10-01-vs-saturn-cloud-saturn-cloud)
- [Saturn Cloud vs SuperAnnotate](https://www.g2.com/compare/saturn-cloud-saturn-cloud-vs-superannotate)
- [Saturn Cloud vs Dataiku](https://www.g2.com/compare/dataiku-vs-saturn-cloud-saturn-cloud)
- [Saturn Cloud vs IBM Watson Studio](https://www.g2.com/compare/ibm-watson-studio-vs-saturn-cloud-saturn-cloud)
- [Saturn Cloud vs Roboflow](https://www.g2.com/compare/roboflow-vs-saturn-cloud-saturn-cloud)

  ### 7. [SuperAnnotate](https://www.g2.com/products/superannotate/reviews)
By SuperAnnotate
**Average Rating:** 4.9/5
**Total Reviews:** 281
SuperAnnotate is the leading platform for building, fine-tuning, iterating, and managing your AI models faster with the highest-quality training data.


Categories in common with Hakko: [MLOps Platforms](https://www.g2.com/categories/mlops-platforms)

**Compare:** [Hakko vs SuperAnnotate](https://www.g2.com/compare/hakko-vs-superannotate)
**Compare SuperAnnotate with other alternatives:**
- [SuperAnnotate vs SAS Viya](https://www.g2.com/compare/sas-sas-viya-vs-superannotate)
- [SuperAnnotate vs Databricks](https://www.g2.com/compare/databricks-vs-superannotate)
- [SuperAnnotate vs Snowflake](https://www.g2.com/compare/snowflake-vs-superannotate)
- [SuperAnnotate vs Gemini Enterprise Agent Platform](https://www.g2.com/compare/gemini-enterprise-agent-platform-vs-superannotate)
- [SuperAnnotate vs SAP HANA Cloud](https://www.g2.com/compare/sap-hana-cloud-2025-10-01-vs-superannotate)
- [SuperAnnotate vs Saturn Cloud](https://www.g2.com/compare/saturn-cloud-saturn-cloud-vs-superannotate)
- [SuperAnnotate vs Dataiku](https://www.g2.com/compare/dataiku-vs-superannotate)
- [SuperAnnotate vs IBM Watson Studio](https://www.g2.com/compare/ibm-watson-studio-vs-superannotate)
- [SuperAnnotate vs Roboflow](https://www.g2.com/compare/roboflow-vs-superannotate)

  ### 8. [Dataiku](https://www.g2.com/products/dataiku/reviews)
By Dataiku
**Average Rating:** 4.4/5
**Total Reviews:** 198
Dataiku is the Universal AI Platform, giving organizations control over their AI talent, processes, and technologies to unleash the creation of analytics, models, and agents.


Categories in common with Hakko: [MLOps Platforms](https://www.g2.com/categories/mlops-platforms)

**Compare:** [Hakko vs Dataiku](https://www.g2.com/compare/dataiku-vs-hakko)
**Compare Dataiku with other alternatives:**
- [Dataiku vs SAS Viya](https://www.g2.com/compare/dataiku-vs-sas-sas-viya)
- [Dataiku vs Databricks](https://www.g2.com/compare/databricks-vs-dataiku)
- [Dataiku vs Snowflake](https://www.g2.com/compare/dataiku-vs-snowflake)
- [Dataiku vs Gemini Enterprise Agent Platform](https://www.g2.com/compare/dataiku-vs-gemini-enterprise-agent-platform)
- [Dataiku vs SAP HANA Cloud](https://www.g2.com/compare/dataiku-vs-sap-hana-cloud-2025-10-01)
- [Dataiku vs Saturn Cloud](https://www.g2.com/compare/dataiku-vs-saturn-cloud-saturn-cloud)
- [Dataiku vs SuperAnnotate](https://www.g2.com/compare/dataiku-vs-superannotate)
- [Dataiku vs IBM Watson Studio](https://www.g2.com/compare/dataiku-vs-ibm-watson-studio)
- [Dataiku vs Roboflow](https://www.g2.com/compare/dataiku-vs-roboflow)

  ### 9. [IBM Watson Studio](https://www.g2.com/products/ibm-watson-studio/reviews)
By IBM
**Average Rating:** 4.2/5
**Total Reviews:** 167
IBM Watson Studio accelerates the machine and deep learning workflows required to infuse AI into your business to drive innovation. It provides a suite of tools for data scientists, application developers and subject matter experts to collaboratively and easily work with data and use that data to build, train and deploy models at scale.


Categories in common with Hakko: [MLOps Platforms](https://www.g2.com/categories/mlops-platforms)

**Compare:** [Hakko vs IBM Watson Studio](https://www.g2.com/compare/hakko-vs-ibm-watson-studio)
**Compare IBM Watson Studio with other alternatives:**
- [IBM Watson Studio vs SAS Viya](https://www.g2.com/compare/ibm-watson-studio-vs-sas-sas-viya)
- [IBM Watson Studio vs Databricks](https://www.g2.com/compare/databricks-vs-ibm-watson-studio)
- [IBM Watson Studio vs Snowflake](https://www.g2.com/compare/ibm-watson-studio-vs-snowflake)
- [IBM Watson Studio vs Gemini Enterprise Agent Platform](https://www.g2.com/compare/gemini-enterprise-agent-platform-vs-ibm-watson-studio)
- [IBM Watson Studio vs SAP HANA Cloud](https://www.g2.com/compare/ibm-watson-studio-vs-sap-hana-cloud-2025-10-01)
- [IBM Watson Studio vs Saturn Cloud](https://www.g2.com/compare/ibm-watson-studio-vs-saturn-cloud-saturn-cloud)
- [IBM Watson Studio vs SuperAnnotate](https://www.g2.com/compare/ibm-watson-studio-vs-superannotate)
- [IBM Watson Studio vs Dataiku](https://www.g2.com/compare/dataiku-vs-ibm-watson-studio)
- [IBM Watson Studio vs Roboflow](https://www.g2.com/compare/ibm-watson-studio-vs-roboflow)

  ### 10. [Roboflow](https://www.g2.com/products/roboflow/reviews)
By Roboflow
**Average Rating:** 4.7/5
**Total Reviews:** 146
Extract, transform, load for computer vision. Your datasets in every format. Balanced, labeled, versioned.


Categories in common with Hakko: [MLOps Platforms](https://www.g2.com/categories/mlops-platforms)

**Compare:** [Hakko vs Roboflow](https://www.g2.com/compare/hakko-vs-roboflow)
**Compare Roboflow with other alternatives:**
- [Roboflow vs SAS Viya](https://www.g2.com/compare/roboflow-vs-sas-sas-viya)
- [Roboflow vs Databricks](https://www.g2.com/compare/databricks-vs-roboflow)
- [Roboflow vs Snowflake](https://www.g2.com/compare/roboflow-vs-snowflake)
- [Roboflow vs Gemini Enterprise Agent Platform](https://www.g2.com/compare/gemini-enterprise-agent-platform-vs-roboflow)
- [Roboflow vs SAP HANA Cloud](https://www.g2.com/compare/roboflow-vs-sap-hana-cloud-2025-10-01)
- [Roboflow vs Saturn Cloud](https://www.g2.com/compare/roboflow-vs-saturn-cloud-saturn-cloud)
- [Roboflow vs SuperAnnotate](https://www.g2.com/compare/roboflow-vs-superannotate)
- [Roboflow vs Dataiku](https://www.g2.com/compare/dataiku-vs-roboflow)
- [Roboflow vs IBM Watson Studio](https://www.g2.com/compare/ibm-watson-studio-vs-roboflow)


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