AfterQuery vs Integrated Reasoning

A side-by-side comparison of features, pricing, and characteristics.

AfterQuery

AfterQuery is a research lab providing expertly crafted datasets for frontier AI research.

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Integrated Reasoning

Integrated Reasoning develops high-throughput processors specifically designed for combinatorial optimization.

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AttributeAfterQueryIntegrated Reasoning
Pricing typePaidPaid
Korean supportNoNo
Platformsweb, mobile, desktop, apiWeb, AWS, Hardware
Open sourceNoNo
API available--
SDK--
LLM-basedYes-
MultimodalYes-
AI model--
GitHub Stars--
VendorAfterQueryIntegrated Reasoning
CategoryScience & EngineeringScience & Engineering
DetailsView View

AfterQuery key features

  • SFT Pairs for prompt-response training
  • Rubric-Based Reinforcement Learning data
  • API and MCP-based RL environments
  • Computer Use Environments for agents
  • Custom dataset creation services

Integrated Reasoning key features

  • High-throughput processors for combinatorial optimization
  • Architecture tailored to memory access patterns of NP-complete problems
  • Solves subset sum problem 7,000x faster than state-of-the-art software
  • Removes hardware bottlenecks in practical algorithm applications