Price Per TokenPrice Per Token
Essential AI
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OpenAI
OpenAI

Rnj 1 Instruct vs GPT-5.3 Codex

A detailed comparison of pricing, benchmarks, and capabilities

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Key Takeaways

Rnj 1 Instruct wins:

  • Cheaper input tokens
  • Cheaper output tokens

GPT-5.3 Codex wins:

  • Larger context window
  • Faster response time
  • Higher intelligence benchmark
  • Better at coding
  • Supports vision
  • Has reasoning mode
Price Advantage
Rnj 1 Instruct
Benchmark Advantage
GPT-5.3 Codex
Context Window
GPT-5.3 Codex
Speed
GPT-5.3 Codex

Pricing Comparison

Benchmark Comparison

Context & Performance

Capabilities

Feature Comparison

FeatureRnj 1 InstructGPT-5.3 Codex
Vision (Image Input)
Tool/Function Calls
Reasoning Mode
Audio Input
Audio Output
PDF Input
Prompt Caching
Web Search

License & Release

PropertyRnj 1 InstructGPT-5.3 Codex
LicenseOpen SourceProprietary
AuthorEssential AIOpenAI
ReleasedDec 2025Feb 2026

Rnj 1 Instruct Modalities

Input
text
Output
text

GPT-5.3 Codex Modalities

Input
textimage
Output
text

Related Comparisons

Compare Rnj 1 Instruct with:

Compare GPT-5.3 Codex with:

Frequently Asked Questions

Rnj 1 Instruct has cheaper input pricing at $0.15/M tokens. Rnj 1 Instruct has cheaper output pricing at $0.15/M tokens.
GPT-5.3 Codex scores higher on coding benchmarks with a score of 53.1, compared to Rnj 1 Instruct's score of N/A.
Rnj 1 Instruct has a 32,768 token context window, while GPT-5.3 Codex has a 400,000 token context window.
Rnj 1 Instruct does not support vision. GPT-5.3 Codex supports vision.