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Aya ExpansevsGPT-o3

Cohere vs OpenAI — Side-by-side model comparison

Aya Expanse leads 3/5 categories

Head-to-Head Comparison

MetricAya ExpanseGPT-o3
Provider
Arena Rank
#2
Context Window
128K
200K
Input Pricing
Free/1M tokens
$2.00/1M tokens
Output Pricing
Free/1M tokens
$8.00/1M tokens
Parameters
32B
Undisclosed
Open Source
Yes
No
Best For
Multilingual (23 languages), research
Advanced reasoning, agentic tasks, research
Release Date
Oct 24, 2024
Apr 16, 2025

Aya Expanse

Aya Expanse is Cohere's multilingual open-source model supporting 23 languages, developed through the Cohere For AI research initiative with contributions from researchers worldwide. The 32B parameter model demonstrates strong performance across diverse languages and tasks, with particular attention to lower-resource languages that are often underserved by mainstream AI models. As an open-source contribution, Aya Expanse aims to democratize access to high-quality multilingual AI and enable researchers globally to build on its capabilities for their specific linguistic and cultural contexts.

View Cohere profile →

GPT-o3

GPT-o3 is OpenAI's most advanced reasoning model, succeeding o1 as the frontier of deliberative AI. It uses an enhanced chain-of-thought approach where the model spends more compute time 'thinking' before responding, dramatically improving performance on complex STEM, mathematical, and logical reasoning tasks. With a 200K token context window and the ability to use tools during reasoning, o3 represents a significant leap in AI problem-solving capabilities. It achieved state-of-the-art results on the ARC-AGI benchmark, demonstrating near-human performance on novel reasoning challenges. The model is particularly strong at multi-step mathematical proofs, complex code debugging, and scientific analysis where careful step-by-step reasoning is essential. Originally priced at a premium, an 80% price reduction in June 2025 made o3 accessible to a much broader range of developers and applications.

View OpenAI profile →

Key Differences: Aya Expanse vs GPT-o3

1

GPT-o3 supports a larger context window (200K), allowing it to process longer documents in a single request.

2

Aya Expanse is open-source (free to self-host and fine-tune) while GPT-o3 is proprietary (API-only access).

A

When to use Aya Expanse

  • +Budget is a concern and you need cost efficiency
  • +You need to self-host or fine-tune the model
  • +Your use case involves multilingual (23 languages), research
View full Aya Expanse specs →
G

When to use GPT-o3

  • +Quality matters more than cost
  • +You need to process long documents (200K context)
  • +You prefer a managed API without infrastructure overhead
  • +Your use case involves advanced reasoning, agentic tasks, research
View full GPT-o3 specs →

Cost Analysis

At current pricing, Aya Expanse is nullx more affordable than GPT-o3. For a typical enterprise workload processing 100M tokens per month:

Aya Expanse monthly cost

$0

100M tokens/mo (50/50 in/out)

GPT-o3 monthly cost

$500

100M tokens/mo (50/50 in/out)

The Verdict

Aya Expanse wins our head-to-head comparison with 3 out of 5 category wins. It's the stronger choice for multilingual (23 languages), research, though GPT-o3 holds an edge in advanced reasoning, agentic tasks, research.

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

Frequently Asked Questions

Which is better, Aya Expanse or GPT-o3?
In our head-to-head comparison, Aya Expanse leads in 3 out of 5 categories (arena rank, context window, input pricing, output pricing, and parameters). Aya Expanse excels at multilingual (23 languages), research, while GPT-o3 is better suited for advanced reasoning, agentic tasks, research. The best choice depends on your specific requirements, budget, and use case.
How does Aya Expanse pricing compare to GPT-o3?
Aya Expanse charges Free per 1M input tokens and Free per 1M output tokens. GPT-o3 charges $2.00 per 1M input tokens and $8.00 per 1M output tokens. Aya Expanse is the more affordable option. For high-volume production workloads, the pricing difference can significantly impact total cost of ownership.
What is the context window difference between Aya Expanse and GPT-o3?
Aya Expanse supports a 128K token context window, while GPT-o3 supports 200K tokens. GPT-o3 can process longer documents, codebases, and conversations in a single request. Context window size matters most for tasks involving long documents, large codebases, or extended conversations.
Can I use Aya Expanse or GPT-o3 for free?
Aya Expanse is available for free (open-source). GPT-o3 is a paid API model starting at $2.00 per 1M input tokens. Open-source models can be self-hosted for free but require your own GPU infrastructure.
Which model has better benchmarks, Aya Expanse or GPT-o3?
Aya Expanse's arena rank is not yet available, while GPT-o3 holds rank #2. Note that benchmarks don't capture every use case — we recommend testing both models on your specific tasks.
Is Aya Expanse or GPT-o3 better for coding?
Aya Expanse's primary strength is multilingual (23 languages), research. GPT-o3's primary strength is advanced reasoning, agentic tasks, research. For coding specifically, arena rank and code-specific benchmarks are the best indicators of performance.