# Akkio vs DataRobot Comparison


| | Akkio | DataRobot | 
|---|---|---|
| **Star Rating** | 4.5 out of 5 | 4.4 out of 5 | 
| **Total Reviews** | 14 | 40 | 
| **Largest Market Segment** | Small-Business (69.2% of reviews) | Small-Business (39.5% of reviews) | 
| **Entry Level Price** | No pricing available | No pricing available | 

---
## Top Pros & Cons

### Akkio

Pros:
- AI Integration (1 reviews)
- Machine Learning (1 reviews)

Cons:
- Insufficient Learning Resources (1 reviews)

### DataRobot

**Not enough data**

---
## Ratings Comparison
| Rating | Akkio | DataRobot | 
|---|---|---|
  | **Meets Requirements** | 9.0 (12 reviews) | 8.9 (33 reviews) | 
  | **Ease of Use** | 9.4 (12 reviews) | 8.5 (34 reviews) | 
  | **Ease of Setup** | 9.0 (5 reviews) | 7.8 (22 reviews) | 
  | **Ease of Admin** | Not enough data | 7.7 (13 reviews) | 
  | **Quality of Support** | 9.0 (12 reviews) | 8.0 (32 reviews) | 
  | **Has the product been a good partner in doing business?** | Not enough data | 8.5 (13 reviews) | 
  | **Product Direction (% positive)** | 10.0 (11 reviews) | 8.5 (31 reviews) | 

---
## Pricing

### Akkio

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### DataRobot

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

---
## Features Comparison By Category

### Artificial Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Akkio** | N/A | N/A |
| **DataRobot** | N/A | N/A |

#### Additional Functionality

| Feature | Akkio | DataRobot | 
|---|---|---|
| **Tagging** | Not enough data | Not enough data | 
| **Natural Language Processing** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **Multi-Language** | Not enough data | Not enough data | 
| **Predictive Analytics** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **Speech Recognition** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Data Storage Management** | Not enough data | Not enough data | 
| **Virtual Personal Assistant (VPA)** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Customer Segmentation** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **For eCommerce** | Not enough data | Not enough data | 
| **Role-Based Permissions** | Not enough data | Not enough data | 
| **Customizable Branding** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | 
| **Document Management** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 
| **Trend Analysis** | Not enough data | Not enough data | 
| **Machine Learning** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Alerts/Escalation** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Mobile App** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **For Sales Teams/Organizations** | Not enough data | Not enough data | 
| **Sentiment Analysis** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Chatbot** | Not enough data | Not enough data | 
| **Workflow Automation** | Not enough data | Not enough data | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Akkio** | 8.7/10 | 8 |
| **DataRobot** | 9.0/10 | 13 |

#### System

| Feature | Akkio | DataRobot | 
|---|---|---|
| **Data Ingestion & Wrangling** | 8.6 (7 reviews) | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 

#### Model Development

| Feature | Akkio | DataRobot | 
|---|---|---|
| **Language Support** | 7.9 (8 reviews) | Not enough data | 
| **Drag and Drop** | 8.5 (8 reviews) | 9.3 (5 reviews) | 
| **Pre-Built Algorithms** | 8.8 (8 reviews) | 9.4 (9 reviews) | 
| **Model Training** | 8.8 (7 reviews) | Not enough data | 
| **Database Support** | Not enough data | Not enough data | 
| **Multi-Language** | Not enough data | Not enough data | 

#### Model Development

| Feature | Akkio | DataRobot | 
|---|---|---|
| **Feature Engineering** | 9.3 (7 reviews) | Not enough data | 

#### Machine/Deep Learning Services

| Feature | Akkio | DataRobot | 
|---|---|---|
| **Computer Vision** | Feature Not Available | Not enough data | 
| **Natural Language Processing** | 8.6 (7 reviews) | Not enough data | 
| **Natural Language Generation** | Feature Not Available | Not enough data | 
| **Artificial Neural Networks** | 9.0 (7 reviews) | Not enough data | 

#### Machine/Deep Learning Services

| Feature | Akkio | DataRobot | 
|---|---|---|
| **Natural Language Understanding** | 8.8 (7 reviews) | Not enough data | 
| **Deep Learning** | 9.0 (7 reviews) | Not enough data | 

#### Deployment

| Feature | Akkio | DataRobot | 
|---|---|---|
| **Managed Service** | 8.8 (8 reviews) | 8.7 (5 reviews) | 
| **Application** | 8.8 (8 reviews) | 8.7 (5 reviews) | 
| **Scalability** | 9.0 (8 reviews) | Not enough data | 

#### Additional Functionality

| Feature | Akkio | DataRobot | 
|---|---|---|
| **Customizable Reports** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **Semantic Search** | Not enough data | Not enough data | 
| **Data Storage Management** | Not enough data | Not enough data | 
| **Ad hoc Reporting** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Predictive Analytics** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 
| **Data Mapping** | Not enough data | Not enough data | 
| **Data Synchronization** | Not enough data | Not enough data | 
| **Statistical Analysis** | Not enough data | Not enough data | 
| **Categorization/Grouping** | Not enough data | Not enough data | 
| **Trend Analysis** | Not enough data | Not enough data | 
| **Data Profiling** | Not enough data | Not enough data | 
| **Linked Data Management** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **Sentiment Analysis** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Data Capture and Transfer** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | 
| **Data Connectors** | Not enough data | Not enough data | 
| **Ad hoc Analysis** | Not enough data | Not enough data | 
| **Text Mining** | Not enough data | Not enough data | 
| **Reporting & Statistics** | Not enough data | Not enough data | 
| **Predictive Modeling** | Not enough data | Not enough data | 
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **Configurable Workflow** | Not enough data | Not enough data | 
| **Tagging** | Not enough data | Not enough data | 
| **Endpoint Management** | Not enough data | Not enough data | 
| **No-Code** | Not enough data | 8.7 (5 reviews) | 
| **Data Preparation** | Not enough data | Not enough data | 
| **Auditing** | Not enough data | Not enough data | 
| **Big Data Analytics** | Not enough data | Not enough data | 
| **ML Algorithm Library** | Not enough data | Not enough data | 
| **Data Management** | Not enough data | Not enough data | 
| **Activity Tracking** | Not enough data | Not enough data | 
| **Data Security** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 

#### Generative AI

| Feature | Akkio | DataRobot | 
|---|---|---|
| **AI Text Generation** | 8.6 (7 reviews) | Not enough data | 
| **AI Text Summarization** | Feature Not Available | Not enough data | 
| **AI Text-to-Image** | 8.3 (7 reviews) | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 

#### Agentic AI - Data Science and Machine Learning Platforms

| Feature | Akkio | DataRobot | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

### Low-Code Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Akkio** | N/A | N/A |
| **DataRobot** | N/A | N/A |

#### Data Ingestion & Preparation - Low-Code Machine Learning Platforms

| Feature | Akkio | DataRobot | 
|---|---|---|
| **Automatic Data Profiling & Quality Assessment** | Not enough data | Not enough data | 
| **Multi‑Source Connector Support** | Not enough data | Not enough data | 
| **Schema Drift / Change Detection** | Not enough data | Not enough data | 

#### Model Construction & Automation - Low-Code Machine Learning Platforms

| Feature | Akkio | DataRobot | 
|---|---|---|
| **Guided Algorithm & Hyperparameter Recommendation** | Not enough data | Not enough data | 
| **Code Extensibility** | Not enough data | Not enough data | 
| **Automated Feature Engineering** | Not enough data | Not enough data | 

### Predictive Analytics

| Product | Score | Reviews |
|---|---|---|
| **Akkio** | 8.8/10 | 10 |
| **DataRobot** | N/A | N/A |

#### Statistical Tool

| Feature | Akkio | DataRobot | 
|---|---|---|
| **Scripting** | Feature Not Available | Not enough data | 
| **Data Mining** | Feature Not Available | Not enough data | 
| **Algorithms** | 9.4 (9 reviews) | Not enough data | 

#### Data Analysis

| Feature | Akkio | DataRobot | 
|---|---|---|
| **Analysis** | 9.0 (10 reviews) | Not enough data | 
| **Data Interaction** | 9.3 (10 reviews) | Not enough data | 
| **Time Series Analysis** | Not enough data | Not enough data | 
| **Trend Analysis** | Not enough data | Not enough data | 

#### Decision Making

| Feature | Akkio | DataRobot | 
|---|---|---|
| **Modeling** | 9.5 (10 reviews) | Not enough data | 
| **Data Visualizations** | 8.0 (10 reviews) | Not enough data | 
| **Report Generation** | 8.3 (10 reviews) | Not enough data | 
| **Data Unification** | Feature Not Available | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 

#### Generative AI

| Feature | Akkio | DataRobot | 
|---|---|---|
| **AI Text Generation** | 7.8 (10 reviews) | Not enough data | 
| **AI Text Summarization** | Feature Not Available | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Akkio | DataRobot | 
|---|---|---|
| **Demand Forecasting** | Not enough data | Not enough data | 
| **AI/Machine Learning** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **For Healthcare** | Not enough data | Not enough data | 
| **Forecasting** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Decision Support** | Not enough data | Not enough data | 
| **Modeling & Simulation** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **For Retail** | Not enough data | Not enough data | 
| **For Education** | Not enough data | Not enough data | 
| **Data Discovery** | Not enough data | Not enough data | 
| **Graphical Workflow Editor** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **Business Rules Management** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Natural Language Processing** | Not enough data | Not enough data | 
| **Data Transformation** | Not enough data | Not enough data | 
| **Data Clustering** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | 
| **Data Classification** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 
| **Workflow Automation** | Not enough data | Not enough data | 

---
## Categories
**Shared Categories (2):** [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms), [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics)


**Unique to DataRobot (1):** [ Low-Code Machine Learning Platforms Software](https://www.g2.com/categories/low-code-machine-learning-platforms)


---
## Reviewer Demographics

### By Company Size

| Segment | Akkio | DataRobot | 
|---|---|---|
| **Small-Business** | 69.2% | 39.5% | 
| **Mid-Market** | 15.4% | 34.2% | 
| **Enterprise** | 15.4% | 26.3% | 

### By Industry

#### Akkio

- **Marketing and Advertising:** 15.4%
- **Manufacturing:** 7.7%
- **Consulting:** 7.7%
- **Sports:** 7.7%
- **Retail:** 7.7%
- **Professional Training & Coaching:** 7.7%
- **Logistics and Supply Chain:** 7.7%
- **Education Management:** 7.7%
- **Consumer Services:** 7.7%
- **Computer Software:** 7.7%
- **Other:** 15.4%

#### DataRobot

- **Computer Software:** 17.1%
- **Financial Services:** 11.4%
- **Information Technology and Services:** 8.6%
- **Accounting:** 5.7%
- **Manufacturing:** 5.7%
- **Telecommunications:** 5.7%
- **Architecture & Planning:** 2.9%
- **Biotechnology:** 2.9%
- **Computer Hardware:** 2.9%
- **Education Management:** 2.9%
- **Other:** 34.3%

---
## Alternatives

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---
## Top Discussions

### Akkio

No discussions available for this product.

### DataRobot

- Title: [Can I use external libraries with my algorithms?](https://www.g2.com/discussions/can-i-use-external-libraries-with-my-algorithms) — 1 comment, 1 upvote
  > **Top comment:** "Yes, you can. Algorithmia has complete package management capabilities built in to the platform. "
- Title: [How much does using Algorithmia cost?](https://www.g2.com/discussions/how-much-does-using-algorithmia-cost) — 1 comment, 1 upvote
  > **Top comment:** "You can get started on Algorithmia Teams for as little as $299/month. Go to teams.algorithmia.com and sign up now!"
- Title: [I found a bug in an algorithm or it's not producing the expected results, what can I do?](https://www.g2.com/discussions/i-found-a-bug-in-an-algorithm-or-it-s-not-producing-the-expected-results-what-can-i-do) — 1 comment, 1 upvote
  > **Top comment:** "If you are an Algorithmia Enterprise user, contact your account team for an immediate response. 

For Teams, while you are logged in to the platform, you..."

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/akkio-vs-datarobot)