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Veo 2vsGemma 3

Google DeepMind vs Google DeepMind — Side-by-side model comparison

Gemma 3 leads 5/5 categories

Head-to-Head Comparison

MetricVeo 2Gemma 3
Provider
Arena Rank
#19
Context Window
128K
Input Pricing
Free/1M tokens
Output Pricing
Free/1M tokens
Parameters
Undisclosed
27B
Open Source
No
Yes
Best For
Video generation, cinematic shots
Open source, on-device, research
Release Date
Dec 16, 2024
Mar 12, 2025

Veo 2

Veo 2 is Google DeepMind's video generation model producing high-quality, cinematic video from text and image prompts. It generates video in resolutions up to 4K with remarkably consistent physics and character continuity. The model understands filmmaking concepts like camera angles, lighting, and lens effects, allowing creators to specify cinematic styles. Veo 2 competes directly with OpenAI's Sora and in some benchmarks produces more physically consistent motion. Available through Google's AI tools, it represents Google's major entry into the generative video space.

View Google DeepMind profile →

Gemma 3

Gemma 3 is Google's latest open-source model built from Gemini research, available in multiple sizes from 1B to 27B parameters. It supports multimodal inputs (text and images) and over 140 languages, making it one of the most versatile open-source models available. Gemma 3 is designed to run efficiently on consumer hardware, from laptops to mobile devices, democratizing access to capable AI. The model achieves competitive performance with much larger models through efficient architecture design and training techniques derived from the Gemini program.

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Key Differences: Veo 2 vs Gemma 3

1

Gemma 3 is open-source (free to self-host and fine-tune) while Veo 2 is proprietary (API-only access).

V

When to use Veo 2

  • +You prefer a managed API without infrastructure overhead
  • +Your use case involves video generation, cinematic shots
View full Veo 2 specs →
G

When to use Gemma 3

  • +You need to self-host or fine-tune the model
  • +Your use case involves open source, on-device, research
View full Gemma 3 specs →

The Verdict

Gemma 3 wins our head-to-head comparison with 5 out of 5 category wins. It's the stronger choice for open source, on-device, research, though Veo 2 holds an edge in video generation, cinematic shots.

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

Frequently Asked Questions

Which is better, Veo 2 or Gemma 3?
In our head-to-head comparison, Gemma 3 leads in 5 out of 5 categories (arena rank, context window, input pricing, output pricing, and parameters). Gemma 3 excels at open source, on-device, research, while Veo 2 is better suited for video generation, cinematic shots. The best choice depends on your specific requirements, budget, and use case.
How does Veo 2 pricing compare to Gemma 3?
Veo 2 charges an undisclosed amount per 1M input tokens and an undisclosed amount per 1M output tokens. Gemma 3 charges Free per 1M input tokens and Free 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 Veo 2 and Gemma 3?
Veo 2 supports a undisclosed token context window, while Gemma 3 supports 128K tokens. Context window size matters most for tasks involving long documents, large codebases, or extended conversations.
Can I use Veo 2 or Gemma 3 for free?
Veo 2 is a paid API model starting at an undisclosed rate per 1M input tokens. Gemma 3 is available for free (open-source). Open-source models can be self-hosted for free but require your own GPU infrastructure.
Which model has better benchmarks, Veo 2 or Gemma 3?
Veo 2's arena rank is not yet available, while Gemma 3 holds rank #19. Note that benchmarks don't capture every use case — we recommend testing both models on your specific tasks.
Is Veo 2 or Gemma 3 better for coding?
Veo 2's primary strength is video generation, cinematic shots. Gemma 3's primary strength is open source, on-device, research. For coding specifically, arena rank and code-specific benchmarks are the best indicators of performance.