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Reka CorevsGPT-o3

Reka AI vs OpenAI — Side-by-side model comparison

GPT-o3 leads 4/5 categories

Head-to-Head Comparison

MetricReka CoreGPT-o3
Provider
Arena Rank
#2
Context Window
128K
200K
Input Pricing
$3.00/1M tokens
$2.00/1M tokens
Output Pricing
$15.00/1M tokens
$8.00/1M tokens
Parameters
Undisclosed
Undisclosed
Open Source
No
No
Best For
Multimodal reasoning, video understanding, analysis
Advanced reasoning, agentic tasks, research
Release Date
Apr 15, 2024
Apr 16, 2025

Reka Core

Reka Core is Reka AI's flagship multimodal model capable of understanding text, images, video, and audio natively. Founded by former Google DeepMind researchers, Reka built one of the few models with true video understanding capabilities. Core delivers competitive performance with leading frontier models while offering unique multimodal input flexibility.

View Reka AI 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: Reka Core vs GPT-o3

1

GPT-o3 is 1.8x cheaper on average, making it the better choice for high-volume applications.

2

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

R

When to use Reka Core

  • +Quality matters more than cost
  • +Your use case involves multimodal reasoning, video understanding, analysis
View full Reka Core specs →
G

When to use GPT-o3

  • +Budget is a concern and you need cost efficiency
  • +You need to process long documents (200K context)
  • +Your use case involves advanced reasoning, agentic tasks, research
View full GPT-o3 specs →

Cost Analysis

At current pricing, GPT-o3 is 1.8x more affordable than Reka Core. For a typical enterprise workload processing 100M tokens per month:

Reka Core monthly cost

$900

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

GPT-o3 monthly cost

$500

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

The Verdict

GPT-o3 wins our head-to-head comparison with 4 out of 5 category wins. It's the stronger choice for advanced reasoning, agentic tasks, research, though Reka Core holds an edge in multimodal reasoning, video understanding, analysis.

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

Frequently Asked Questions

Which is better, Reka Core or GPT-o3?
In our head-to-head comparison, GPT-o3 leads in 4 out of 5 categories (arena rank, context window, input pricing, output pricing, and parameters). GPT-o3 excels at advanced reasoning, agentic tasks, research, while Reka Core is better suited for multimodal reasoning, video understanding, analysis. The best choice depends on your specific requirements, budget, and use case.
How does Reka Core pricing compare to GPT-o3?
Reka Core charges $3.00 per 1M input tokens and $15.00 per 1M output tokens. GPT-o3 charges $2.00 per 1M input tokens and $8.00 per 1M output tokens. GPT-o3 is the more affordable option, approximately 1.8x cheaper on average. For high-volume production workloads, the pricing difference can significantly impact total cost of ownership.
What is the context window difference between Reka Core and GPT-o3?
Reka Core 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 Reka Core or GPT-o3 for free?
Reka Core is a paid API model starting at $3.00 per 1M input tokens. GPT-o3 is a paid API model starting at $2.00 per 1M input tokens.
Which model has better benchmarks, Reka Core or GPT-o3?
Reka Core'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 Reka Core or GPT-o3 better for coding?
Reka Core's primary strength is multimodal reasoning, video understanding, analysis. 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.