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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. Perceptron Mk1.5PerceptronRemove
  2. o4 Mini Deep ResearchOpenAIRemove
  3. Universal-3.5 ProAssemblyAIRemove
perceptron-mk1.5 vs o4-mini-deep-research vs universal-3-5-pro
AttributePerceptron Mk1.5perceptron-mk1.5o4 Mini Deep Researcho4-mini-deep-researchUniversal-3.5 Prouniversal-3-5-pro
Pricing
Input$0.15 / 1M$2.00 / 1M$0 / 1M
Output$1.50 / 1M$8.00 / 1M$0 / 1M
Cache Write (5m)$0.15 / 1M$2.00 / 1MNot applicable
Cache Write (1h)$0.15 / 1M$2.00 / 1MNot applicable
Cache Read$0.15 / 1M$2.00 / 1MNot applicable
Web Search$0 / 1M$0 / 1M$0 / 1M
Context
Max context36.9K200KN/A
Max outputN/AN/AN/A
Capabilities
VisionNoYesNo
Function CallingNoYesNo
JSON ModeNoYesNo
StreamingYesYesNo
Catalogue
ProviderPerceptronOpenAIAssemblyAI
Categorychatchatvoice
Charge typePay As You GoPay As You GoPay As You Go
Released2026-09-25—2026-09-22
Description
SummaryPerceptron Mk1.5 chat model that accepts audio input. Audio and text input are billed per token.o4-mini-deep-research is a faster, lower-cost version of OpenAI's deep-research model, designed for complex, multi-step investigations. It automatically relies on web_search for information gathering, which always adds extra usage cost.AssemblyAI Universal-3.5 Pro speech-to-text. Billed per second of audio.