AfterQuery vs Panels

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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Panels

Panels is an audio data platform providing research-grade datasets for training voice AI models.

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AttributeAfterQueryPanels
Pricing typePaidContact for pricing
Korean supportNoNo
Platformsweb, mobile, desktop, apiWeb
Open sourceNoNo
API available--
SDK--
LLM-basedYes-
MultimodalYes-
AI model--
GitHub Stars--
VendorAfterQueryPanels
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

Panels key features

  • Noisy single-channel audio datasets for STT
  • High-quality audio datasets for diverse TTS voices
  • Multi-channel datasets for real-world conversations
  • Custom pipelines for data collection and annotation
  • Support for proprietary datasets in 9+ languages