Skip to content

Compare models

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. MiniMax M2MiniMaxRemove
  3. GPT-6 SolOpenAIRemove
  4. Universal-3.5 ProAssemblyAIRemove

4 is the maximum. Remove one to add another.

perceptron-mk1.5 vs minimax-m2 vs gpt-6-sol vs universal-3-5-pro
AttributePerceptron Mk1.5perceptron-mk1.5MiniMax M2minimax-m2GPT-6 Solgpt-6-solUniversal-3.5 Prouniversal-3-5-pro
Pricing
Input$0.15 / 1M$0.15 / 1M$2.00 / 1M— Not priced per input token
Output$1.50 / 1M$0.45 / 1M$10.00 / 1M— Not priced per output token
Cache Write (5m)$0.15 / 1M$0.15 / 1M$2.00 / 1MNot applicable
Cache Write (1h)$0.15 / 1M$0.15 / 1M$2.00 / 1MNot applicable
Cache Read$0.15 / 1M$0.15 / 1M$2.00 / 1MNot applicable
Web Search$0 / 1M$0 / 1M$0 / 1M$0 / 1M
Context
Max context36.9K196.6K1.1MN/A
Max outputN/AN/AN/AN/A
Capabilities
VisionNoYesYesNo
Function CallingNoYesYesNo
JSON ModeNoYesYesNo
StreamingYesYesYesNo
Catalogue
ProviderPerceptronMiniMaxOpenAIAssemblyAI
Categorychatchatchatvoice
Charge typePay As You GoPay 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.MiniMax-M2 is a compact, high-efficiency model with 10B active (230B total) parameters, optimized for coding and agentic workflows. It delivers near-frontier reasoning and tool use, excels at multi-file coding tasks and compile-run-fix loops, and performs strongly on benchmarks like SWE-Bench and Terminal-Bench. It also handles long-horizon planning and recovery in agent evaluations, ranking among the top open models across reasoning domains. With fast inference and low cost, it’s ideal for large-scale agents and developer assistants — and works best when reasoning is preserved across turns.GPT-6 Sol is OpenAI's cost-efficient high-end model in the GPT-6 series, positioned between the flagship GPT-6 Astra and the fast GPT-6 Luna tier. It is designed for professional knowledge work, agentic coding, business workflow automation, and computer-use tasks, with particular strength in long-horizon software engineering across real-world codebases. GPT-6 Sol approaches Astra-level factual reliability at a significantly lower cost, while sharing its clear and concise communication style. This balance of capability, reliability, and efficiency makes it well suited for production agents, complex engineering workflows, and scalable professional applicationsAssemblyAI Universal-3.5 Pro speech-to-text. Billed per second of audio.