Price Per TokenPrice Per Token
Morph
Morph
vs
OpenAI
OpenAI

Morph V3 Fast vs GPT-5.4

A detailed comparison of pricing, benchmarks, and capabilities

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Key Takeaways

Morph V3 Fast wins:

  • Cheaper input tokens
  • Cheaper output tokens

GPT-5.4 wins:

  • Larger context window
  • Faster response time
  • Higher intelligence benchmark
  • Better at coding
  • Supports vision
Price Advantage
Morph V3 Fast
Benchmark Advantage
GPT-5.4
Context Window
GPT-5.4
Speed
GPT-5.4

Pricing Comparison

Benchmark Comparison

Context & Performance

Capabilities

Feature Comparison

FeatureMorph V3 FastGPT-5.4
Vision (Image Input)
Tool/Function Calls
Reasoning Mode
Audio Input
Audio Output
PDF Input
Prompt Caching
Web Search

License & Release

PropertyMorph V3 FastGPT-5.4
LicenseProprietaryProprietary
AuthorMorphOpenAI
ReleasedJul 2025Mar 2026

Morph V3 Fast Modalities

Input
text
Output
text

GPT-5.4 Modalities

Input
textimagefile
Output
text

Frequently Asked Questions

Morph V3 Fast has cheaper input pricing at $0.80/M tokens. Morph V3 Fast has cheaper output pricing at $1.20/M tokens.
Morph V3 Fast has a 81,920 token context window, while GPT-5.4 has a 1,050,000 token context window.
Morph V3 Fast does not support vision. GPT-5.4 supports vision.