Generative AI Tools Pros & Cons


Generative AI Models Q4 2024

A Comprehensive List of Commercially Available Generative AI Models

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Enjoy! Human Driven AI.


Copywriting, Data Analysis, Coding, and AI Assistants

ChatGPT-4 (OpenAI)

Best Used For:

  • Complex, multi-step tasks
  • Data analysis & reporting
  • Customer segmentation
  • Keyword analysis for SEO
  • Content + data summaries
  • Copywriting & brainstorming
  • Content optimization for PPC
  • Content marketing ideation
  • Content calendar planning
  • Image creation & analysis
  • Content automation
  • Personalization at scale
  • Direct conversations
  • Project planning
  • Workflow integration
  • Language translations

Pros:

  • Quickly creates copy, images, reports, charts and more.
  • Accepts image, video, document and website inputs.
  • Can be trained to automate sequences and tasks.
  • Can deliver personalization at scale in tone/voice.
  • Easy to use – GPT-4o can hold real conversations.
  • Scalability, works with large volumes of content.
  • Allows plugins for custom GPT development.
  • Integrates with various platforms and APIs.
  • Cost-effective with Team workspaces.
  • Every language is represented.

Cons:

  • Only trained on data to April 2023, ignores current events.
  • Quality control: Inherent bias and mistakes can be made.
  • AI Drift: AI trains on the internet-including AI content.
  • Requires fine-tuning and reinforcing of information.
  • It can be creative, but only with the right prompts.
  • Copyright concerns: not for commercial use.

Claude 3 (Anthropic)

Best Used For:

  • Complex, multi-step tasks
  • Data analysis & reporting
  • Customer segmentation
  • Keyword analysis for SEO
  • Content + data summaries
  • Copywriting & brainstorming
  • Content optimization for PPC
  • Content marketing ideation
  • Content calendar planning
  • Content calendar planning
  • Content automation
  • Personalization at scale
  • Project planning
  • Workflow integration Language translations

Pros:

  • Focuses on providing safe, ethical outputs, restricts unlawful prompts.
  • Customizable and integrates with various platforms and APIs.
  • Excellent copywriter, data analyst, and marketing strategist.
  • Accepts image, video, document and website inputs.
  • Can be trained to automate sequences and tasks.
  • Can deliver personalization at scale in tone/voice.
  • Scalability: works with large volumes of content.
  • Can be very creative and humorous.
  • Every language is represented.

Cons:

  • Only trained on data to August 2023, ignores current events.
  • Quality control: Inherent bias and mistakes can be made.
  • AI Drift: AI trains on the internet-including AI content.
  • Copyright concerns: not for commercial use.

CoPilot (Microsoft)

Best Used For:

  • Copywriting (long and short)
  • Simplifying complex tasks
  • Programming and code writing
  • Code and bug testing
  • Code suggestions & completions
  • Helps developers learn new languages, APIs or frameworks,
  • Provides guidance for coding patterns and conventions
  • Supports rapid prototyping and iteration
  • Complex, multi-step tasks
  • Data analysis & reporting
  • Customer segmentation
  • Keyword analysis for SEO
  • Content + data summaries

Pros:

  • Contextual understanding of a variety of resource materials.
  • Enhances developer productivity with real-time coding suggestions.
  • Supports a wide range of programming languages and frameworks.
  • Learns from high-quality, open-source code repositories.
  • Integrates with popular code editors like Visual Studio Code & JetBrains IDEs.
  • Automatically generates boilerplate code and repetitive structures.
  • Helps developers explore new APIs, libraries and coding techniques.

Cons:

  • Generated code may contain errors or inconsistencies.
  • May not always deliver the most optimal or efficient code solutions.
  • Relies heavily on the quality and diversity of training data, which could lead to biases or other limitations. Intellectual property rights concerns for code generated through CoPilot AI.


Gemini AI (Google)

Best Used For:

  • Text generation (long and short form)
  • Image analysis
  • Image generation
  • AI Agent building
  • Programming and code writing
  • Code and bug testing
  • Code suggestions & completions
  • Finding bugs, syntax errors, and logical errors in existing code
  • Explaining the functionality of a snippet of code
  • Translating code between different programming languages
  • Modernizing existing code
  • Complex, multi-step tasks
  • Data analysis & reporting
  • Customer segmentation
  • Keyword analysis for SEO
  • Content + data summaries
  • Brainstorming
  • Research

Pros:

  • Utilizes advanced language models for high-quality text generation.
  • Offers customization options for generating content tailored to needs.
  • Can handle large datasets efficiently, extracting valuable insights.
  • Can identify trends, anomalies, and correlations within data.
  • Provides and API for integration into various applications. 
  • No code AI Agent – custom LLM building (Pro version).
  • Can write, debug, and optimize code across various programming languages.
  • Offers web links for sourced material to verify outputs.
  • Excels in multiple languages, enabling global content creation.
  • Can suggest code completions and generate code snippets.
  • Can access and process information from various sources.
  • Some image generation capabilities.
  • Rapid response conversations.
  • Compatible with Google products.

Cons:

  • Requires fine-tuning or in-depth prompt engineering. 
  • Can make errors even when summarizing information directly from the web.
  • The sources it provides can be unreliable and requires fact-checking.
  • Though Gemini can generate creative content, it performs better for research tasks

Latimer (Privately owned)

Best Used For:

  • Copywriting (long and short)
  • Data analysis & reporting
  • Customer segmentation
  • Keyword analysis for SEO
  • Content + data summaries
  • Copywriting & brainstorming
  • Content optimization for PPC
  • Content marketing ideation
  • Content calendar planning
  • Image creation & analysis
  • Content automation
  • Personalization at scale
  • Language translations

Pros:

  • Trained on content from the HBCUs.
  • Writes authentically for people of color.
  • Excellent copywriter, data analyst, and marketing strategist.
  • Accepts image, video, document and website inputs (with paid plan).
  • Can be trained to automate sequences and tasks.
  • Can deliver personalization at scale in tone/voice.
  • Scalability: works with large volumes of content.
  • Can be very creative and humorous.
  • Every language is represented.

Cons:

  • Requires fine-tuning or in-depth prompt engineering. 
  • Subscription required to upload reference assets.

Summarizers & Grammar Checkers

Grammarly (Privately Owned)

Best Used For:

  • Proofreading written content
  • Copyediting written content
  • Improving writing skills
  • Education on writing styles
  • Helps non-native English speakers
  • Enhances clarity and readability of academic or dense material
  • Checking for plagiarism

Pros:

  • Identifies and corrects a wide range of grammatical errors, spelling mistakes, and punctuation issues.
  • Provides suggestions for improving sentence structure, word choice, & style.
  • Offers a free version with the most commonly requested features.
  • Integrates seamlessly with carious platforms such as web browsers, Microsoft Office, and Google Docs.
  • Includes a plagiarism checker to hel users ensure the originality of their work.
  • Offers a premium version with advanced features, such as vocabulary enhancement suggestions and genre-specific writing style checks.

Cons:

  • Suggestions are not always context-appropriate.
  • Doesn’t always catch all errors, particularly those related to context, meaning, or specific domain/vertical industry knowledge.  

QuillBot (Course Hero)

Best Used For:

  • Summarizing in-depth, long-form reports, legislation, and data
  • Paraphrasing long-form content
  • Grammar checking
  • Content optimization
  • Plagiarism checkers
  • Pattern identification
  • Language translations

Pros:

  • Quickly creates copy, images, reports, charts and more.
  • Accepts image, video, document and website inputs.
  • Can be trained to automate sequences and tasks.
  • Can deliver personalization at scale in tone/voice.
  • Easy to use – GPT-4o can hold real conversations.
  • Scalability, works with large volumes of content.
  • Allows plugins for custom GPT development.
  • Integrates with various platforms and APIs.
  • Cost-effective with Team workspaces.
  • Every language is represented.

Cons:

  • Only trained on data to April 2023, ignores current events.
  • Quality control: Inherent bias and mistakes can be made.
  • AI Drift: AI trains on the internet-including AI content.
  • Requires fine-tuning and reinforcing of information.
  • It can be creative, but only with the right prompts.
  • Copyright concerns: not for commercial use.

Templates & Automated Content Generation

Canva (Privately-owned)

Best Used For:

  • Social media graphics
  • Infographics
  • Data visualizations
  • Reports and presentations
  • Video creation and editing
  • Photo creation and editing
  • Image animation
  • Posters, Flyers, business cards
  • Email newsletter design
  • Bulk content automation
  • Shared whiteboards
  • Website design
  • Typography
  • Gif creation
  • Book/Report covers
  • Mind mapping
  • Text-to-video

Pros:

  • User-friendly graphic design tool with a large library of templates and assets.
  • Works with large volumes of content, including bulk content creation.
  • Templates easily integrates with various platforms and APIs.
  • AI image, graphic and video generation.
  • Accepts image, video, document and website inputs.  
  • Allows for team collaboration, including permissions.
  • Unlimited brand kits to drive personalization at scale.
  • AI captures and replicates brand voices well.
  • SOC & GDPR compliant.
  • Everything created with Canva can be used commercially.

Cons:

  • Limited customization options compared to professional design software.
  • Some templates are a bit dated, but they are improving this.

Adobe Express (Adobe)

Best Used For:

  • Social media graphics
  • Infographics
  • Data visualizations
  • Reports and presentations
  • Video creation and editing
  • Photo creation and editing
  • Storyboard automation
  • Posters, Flyers, business cards
  • Email newsletter design
  • Bulk content automation
  • Shared whiteboards
  • Website design
  • Typography
  • Gif creation
  • Mind mapping
  • Text-to-video

Pros:

  • User-friendly graphic design tool with a large library of templates and assets.
  • Works with large volumes of content, including bulk content creation.
  • Templates easily integrates with various platforms and APIs.
  • Outputs compatible with full Adobe Creative Suite.
  • AI image, graphic and video generation.
  • Accepts image, video, document and website inputs.  
  • Allows for team collaboration, including permissions.
  • SOC & GDPR compliant.
  • Everything created with Adobe Express can be used commercially.

Cons:

  • Limited customization options compared to professional design software.
  • Files created in older versions are not accessible in new releases.
  • Charts and graphs are not as easily editable as they are in Canva.
  • The best features are only accessible in paid plans.

Image Generators


Firefly (Adobe)

Best Used For:

  • Creative imagery + designs
  • Social media imagery
  • On-brand image generation
  • Marketing/advertising images
  • Brainstorming visual imagery
  • Product imagery (coming soon)
  • 3D image generation
  • Text effects
  • Enhancing existing imagery

Pros:

  • Easy to use text-to-image generation.
  • Includes generative fill for easy image editing.
  • Built-in prompts for one-click editing and direction.
  • A wide range of templates and formats for a variety of content.
  • Easy to use and customize for always on-brand outputs.
  • Accepts image, video, document and website inputs for reference.  
  • Allows for team collaboration, including permissions.
  • Fast and simple text effects, in addition to images.
  • Seamless integration with the entire Adobe Creative Suite.
  • SOC & GDPR compliant.
  • Everything created with Firefly can be used commercially.

Cons:

  • Still in BETA with some limitations in photorealistic images.
  • Has difficulty with copy/text within the images generated.
  • Has difficulty with hands and other in-depth image generation.

Adobe Creative Suite (Adobe)

Best Used For:

  • Marketing/advertising images
  • Social media imagery
  • On-brand image generation
  • Brainstorming visual imagery
  • Highly detailed content creation
  • 3D image generation
  • Filling in missing parts of images
  • Creating seamless textures
  • Photo manipulation

Pros:

  • Complete package with 20+ creative apps.
  • Directly integrated into Photoshop, making editing easy.
  • In-depth, highly customizable image creation.
  • Generative Fill allows for text-to-image creation and editing.
  • Team workspaces for collaboration.
  • Allows for unique textures, patterns and images.
  • SOC & GDPR compliant.
  • Everything created with Adobe can be used commercially.

Cons:

  • Requires some knowledge of graphic design.

Canva (Privately-owned)

Best Used For:

  • Social media graphics
  • Infographics
  • Data visualizations
  • Reports and presentations
  • Video creation and editing
  • Photo creation and editing
  • Image animation
  • Posters, Flyers, business cards
  • Email newsletter design
  • Bulk content automation
  • Shared whiteboards
  • Website design
  • Typography
  • Gif creation
  • Book/Report covers
  • Mind mapping
  • Text-to-video

Pros:

  • User-friendly graphic design tool with a large library of templates and assets.
  • Works with large volumes of content, including bulk content creation.
  • Templates easily integrates with various platforms and APIs.
  • AI image, graphic and video generation.
  • Accepts image, video, document and website inputs.  
  • Allows for team collaboration, including permissions.
  • Unlimited brand kits to drive personalization at scale.
  • AI captures and replicates brand voices well.
  • SOC & GDPR compliant.
  • Everything created with Canva can be used commercially.

Cons:

  • Limited customization options compared to professional design software.
  • Some templates are a bit dated, but they are improving this.

Adobe Express (Adobe)

Best Used For:

  • Social media graphics
  • Infographics
  • Data visualizations
  • Reports and presentations
  • Video creation and editing
  • Photo creation and editing
  • Storyboard automation
  • Posters, Flyers, business cards
  • Email newsletter design
  • Bulk content automation
  • Shared whiteboards
  • Website design
  • Typography
  • Gif creation
  • Mind mapping
  • Text-to-video

Pros:

  • User-friendly graphic design tool with a large library of templates and assets.
  • Works with large volumes of content, including bulk content creation.
  • Templates easily integrates with various platforms and APIs.
  • Outputs compatible with full Adobe Creative Suite.
  • AI image, graphic and video generation.
  • Accepts image, video, document and website inputs.  
  • Allows for team collaboration, including permissions.
  • SOC & GDPR compliant.
  • Everything created with Adobe Express can be used commercially.

Cons:

  • Limited customization options compared to professional design software.
  • Files created in older versions are not accessible in new releases.
  • Charts and graphs are not as easily editable as they are in Canva.
  • The best features are only accessible in paid plans.

All-In-One Content Creation Platforms

SparkyAI! (Privately-owned)

Best Used For:

  • Omnichannel campaign writing
  • Long and short form writing
  • Social media graphics
  • Lead generation content
  • SEO optimized content
  • Buyer personas
  • Reports and presentations
  • Photo creation and editing
  • Data analysis and summaries
  • Email newsletter design
  • Bulk content automation
  • 360° campaign development
  • Text-to-image creation

Pros:

  • User-friendly copy & design tool with a large library of templates and assets.
  • Works with large volumes of content, including bulk content creation.
  • Templates easily integrates with various platforms and APIs.
  • All-in-one campaign builder across all digital channels.
  • AI was trained on audience psychographics.
  • AI was trained on marketing prompts and campaigns.
  • Tailored content journey based on audience psychographics.
  • AI image, graphic and video generation, coming in June.
  • Accepts image, video, document and website inputs.  
  • Allows for team collaboration, including permissions.
  • SOC & GDPR compliant.
  • Unlimited brand kits to drive personalization at scale.
  • Offers private LLMs, internal custom versions of the platform.
  • Everything created with SparkyAI! can be used commercially.

Cons:

  • Takes some time to fully understand all capabilities and short cuts.

Jasper.ai (Privately Owned)

Best Used For:

  • Social media graphics
  • Infographics
  • Reports and presentations
  • Photo creation and editing
  • Posters, Flyers, business cards
  • Email newsletter design
  • Bulk content automation
  • Book/Report covers
  • Product descriptions
  • AIDA formatted content

Pros:

  • A wide range of templates and formats for a variety of content.
  • AI image generation, in addition to long and short-form copy.
  • Accepts image, video, document and website inputs.  
  • Allows for team collaboration, including permissions.
  • AI captures and replicates brand voices well.
  • Learns and improves with use.
  • Includes SEO integration.
  • SOC & GDPR compliant.
  • Everything created with Jasper can be used commercially.

Cons:

  • Limits brand assets: 1 brand voice with the Creator account, 5 for Teams and 10 brand voices with an enterprise account.
  • Requires carefully crafted prompts for best results.

Avatar Video Creators

Synthesia (Privately-owned)

Best Used For:

  • Video avatar creation
  • Employee onboarding
  • Employee training
  • Product walkthroughs
  • Customer how-to videos
  • Sales & instructional videos
  • Sales enablement assets
  • Multi-language videos
  • Embedded website avatars
  • Video scriptwriting with AI

Pros:

  • A wide range of templates and formats for a variety of video content.
  • Easily upload your own slides and add an avatar to the file.
  • Easy to use and customize for always on-brand outputs.
  • Accepts image, video, document and website inputs.  
  • Allows for team collaboration, including permissions.
  • AI writes videos scripts quickly and always on-brand.
  • A large variety (160+) of culturally diverse avatars.
  • Change avatars’ clothing color to be on-brand.
  • Transforms your image and voice into an avatar.
  • Every language is represented, enables you to speak different languages.
  • Team workspaces for collaboration.
  • SOC & GDPR compliant.
  • Avatars can embed in websites, LMS, LXP and more.
  • Everything created with Synthesia can be used commercially.

Cons:

  • Sometimes the avatars mouthing doesn’t fully match voiceover.
  • As more marketers use this, the avatars will become recognizable.
  • You can only use your Avatar within the Synthesia platform.

HeyGen (HongShan and ZhenFund)

Best Used For:

  • Video avatar creation
  • Employee onboarding
  • Employee training
  • Product walkthroughs
  • Customer how-to videos
  • Sales & instructional videos
  • Sales enablement assets
  • Multi-language videos
  • Embedded website avatars

Pros:

  • A wide range of templates and formats for a variety of video content.
  • Easy to use and customize for always on-brand outputs.
  • Accepts image, video, document and website inputs.  
  • Allows for team collaboration, including permissions.
  • AI writes videos scripts quickly and always on-brand.
  • A large variety (200+) of culturally diverse avatars.
  • Transforms your image and voice into an avatar.
  • Every language is represented; enables you to speak different languages.
  • SOC & GDPR compliant.
  • Everything created with HeyGen can be used commercially.

Cons:

  • HeyGen completely owns you likeness and voice.

Text-to-Video Creators

InVideo (Privately-owned)

Best Used For:

  • Video creation
  • Employee onboarding
  • Employee training
  • Product walkthroughs
  • Customer how-to videos
  • Sales & instructional videos
  • Sales enablement assets
  • Multi-language videos
  • Social media video creation

Pros:

  • A wide range of templates and formats for a variety of video content.
  • Easily upload your own images, logos, audio, reference materials.
  • Easy to use and customize for always on-brand outputs.
  • Accepts image, video, document and website inputs.  
  • A large variety social media video templates.
  • Every language is represented, enables you to speak different languages.
  • SOC & GDPR compliant.
  • Everything created with InVideo can be used commercially.

Cons:

  • Not many voiceover options.
  • The B-Roll selection isn’t always correct.
  • Requires very specific direction.