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Gen-2vsGPT-4o

Runway vs OpenAI — Side-by-side model comparison

GPT-4o leads 5/5 categories

Head-to-Head Comparison

MetricGen-2GPT-4o
Provider
Arena Rank
#2
Context Window
N/A (video)
128K
Input Pricing
Credits-based/1M tokens
$2.50/1M tokens
Output Pricing
Credits-based/1M tokens
$10.00/1M tokens
Parameters
Undisclosed
~200B (est.)
Open Source
No
No
Best For
Video generation, creative content, effects
General purpose, coding, analysis
Release Date
Jun 7, 2023

Gen-2

Gen-2 is Runway's text-to-video and image-to-video model that popularized AI video generation for creative professionals. It can generate short video clips from text descriptions or transform still images into animated sequences. Gen-2 played a pivotal role in demonstrating the potential of AI video generation to the broader creative industry and remains widely used for rapid prototyping of visual concepts.

View Runway profile →

GPT-4o

GPT-4o is OpenAI's flagship multimodal model, capable of processing text, images, and audio in a unified architecture. The 'o' stands for 'omni,' reflecting its ability to seamlessly handle multiple input types. With a 128K token context window and competitive pricing, it strikes an optimal balance between capability and cost-effectiveness. GPT-4o delivers fast response times while maintaining strong performance across coding, analysis, creative writing, and visual understanding tasks. It powers ChatGPT's default experience and is one of the most widely deployed AI models globally, serving millions of API calls daily. The model supports function calling, JSON mode, and structured outputs, making it highly versatile for production applications. Its combination of speed, quality, and multimodal capabilities makes it the go-to choice for most general-purpose AI applications.

View OpenAI profile →
G

When to use Gen-2

  • +Your use case involves video generation, creative content, effects
View full Gen-2 specs →
G

When to use GPT-4o

  • +Your use case involves general purpose, coding, analysis
View full GPT-4o specs →

The Verdict

GPT-4o wins our head-to-head comparison with 5 out of 5 category wins. It's the stronger choice for general purpose, coding, analysis, though Gen-2 holds an edge in video generation, creative content, effects.

Last compared: March 2026 · Data sourced from public benchmarks and official pricing pages

Frequently Asked Questions

Which is better, Gen-2 or GPT-4o?
In our head-to-head comparison, GPT-4o leads in 5 out of 5 categories (arena rank, context window, input pricing, output pricing, and parameters). GPT-4o excels at general purpose, coding, analysis, while Gen-2 is better suited for video generation, creative content, effects. The best choice depends on your specific requirements, budget, and use case.
How does Gen-2 pricing compare to GPT-4o?
Gen-2 charges Credits-based per 1M input tokens and Credits-based per 1M output tokens. GPT-4o charges $2.50 per 1M input tokens and $10.00 per 1M output tokens. For high-volume production workloads, the pricing difference can significantly impact total cost of ownership.
What is the context window difference between Gen-2 and GPT-4o?
Gen-2 supports a N/A (video) token context window, while GPT-4o supports 128K tokens. Context window size matters most for tasks involving long documents, large codebases, or extended conversations.
Can I use Gen-2 or GPT-4o for free?
Gen-2 is a paid API model starting at Credits-based per 1M input tokens. GPT-4o is a paid API model starting at $2.50 per 1M input tokens.
Which model has better benchmarks, Gen-2 or GPT-4o?
Gen-2's arena rank is not yet available, while GPT-4o holds rank #2. Note that benchmarks don't capture every use case — we recommend testing both models on your specific tasks.
Is Gen-2 or GPT-4o better for coding?
Gen-2's primary strength is video generation, creative content, effects. GPT-4o is specifically optimized for coding tasks. For coding specifically, arena rank and code-specific benchmarks are the best indicators of performance.