Price Per TokenPrice Per Token
OpenAI
OpenAI
vs
Raifle

GPT-5.4 vs SorcererLM 8x22B

A detailed comparison of pricing, benchmarks, and capabilities

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Key Takeaways

GPT-5.4 wins:

  • Cheaper input tokens
  • Larger context window
  • Faster response time
  • Higher intelligence benchmark
  • Better at coding
  • Supports vision
  • Supports tool calls

SorcererLM 8x22B wins:

  • Cheaper output tokens
Price Advantage
GPT-5.4
Benchmark Advantage
GPT-5.4
Context Window
GPT-5.4
Speed
GPT-5.4

Pricing Comparison

Benchmark Comparison

Context & Performance

Capabilities

Feature Comparison

FeatureGPT-5.4SorcererLM 8x22B
Vision (Image Input)
Tool/Function Calls
Reasoning Mode
Audio Input
Audio Output
PDF Input
Prompt Caching
Web Search

License & Release

PropertyGPT-5.4SorcererLM 8x22B
LicenseProprietaryOpen Source
AuthorOpenAIRaifle
ReleasedMar 2026Nov 2024

GPT-5.4 Modalities

Input
textimagefile
Output
text

SorcererLM 8x22B Modalities

Input
text
Output
text

Frequently Asked Questions

GPT-5.4 has cheaper input pricing at $2.50/M tokens. SorcererLM 8x22B has cheaper output pricing at $4.50/M tokens.
GPT-5.4 has a 1,050,000 token context window, while SorcererLM 8x22B has a 16,000 token context window.
GPT-5.4 supports vision. SorcererLM 8x22B does not support vision.