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Put up to 4 models beside each other — token prices, context windows, capabilities and provider, from the same catalogue the model pages read.

  1. Gemini 3.8 FlashGoogleRemove
  2. GPT-4o TranscribeOpenAIRemove
gemini-3.8-flash vs gpt-4o-transcribe
AttributeGemini 3.8 Flashgemini-3.8-flashGPT-4o Transcribegpt-4o-transcribe
Pricing
Input$0.75 / 1M$1.25 / 1M
Output$3.75 / 1M$0 / 1M
Cache Write (5m)$0.75 / 1MNot applicable
Cache Write (1h)$0.75 / 1MNot applicable
Cache Read$0.75 / 1MNot applicable
Web Search$0 / 1M$0 / 1M
Context
Max context1M128K
Max outputN/AN/A
Capabilities
VisionYesNo
Function CallingYesNo
JSON ModeYesYes
StreamingYesNo
Catalogue
ProviderGoogleOpenAI
Categorychatvoice
Charge typePay As You GoPay As You Go
Released
Description
SummaryGemini 3.8 Flash is Google's most intelligent Flash-class model, delivering significant improvements over Gemini 3.7 Flash across software engineering, agentic workflows, and complex multi-step reasoning. Designed to combine strong capability with Flash-tier efficiency, it is well suited for coding assistants, autonomous agents, and high-throughput production workflows that require responsive performance without sacrificing reasoning quality.GPT-4o Transcribe is OpenAI's high-quality speech-to-text model built on GPT-4o's audio capabilities. It delivers accurate transcription with strong language understanding, making it suitable for a wide range of audio processing tasks. Priced per token (input and output), it offers transparent, fine-grained billing, making it well suited for workflows that require scalable transcription, integration with LLM pipelines, and cost-aware processing.