Aya ExpansevsGPT-o3
Cohere vs OpenAI — Side-by-side model comparison
Head-to-Head Comparison
| Metric | Aya Expanse | GPT-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
GPT-o3 supports a larger context window (200K), allowing it to process longer documents in a single request.
Aya Expanse is open-source (free to self-host and fine-tune) while GPT-o3 is proprietary (API-only access).
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
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
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