01
OpenAI
GPT frontier
Configured for long-context synthesis and reliably structured editorial output.
- Synthesis
- Structure
- Long context
Last checked 2026-08-09Provider documentation
Model evidence ledger
Compare the readers,
not the reputations.
Provider facts and platform evidence remain separate. We will publish quality rankings only after enough blinded paper-review votes exist.
Swipe horizontally to compare all three models →
Evidence field
OpenAIGPT frontier
AnthropicClaude frontier
Moonshot AIKimi frontier
Independent structured review
Supported
Supported
Supported
Cross-model critique
Supported
Supported
Supported
PDF text reviewed in full
Supported
Supported
Supported
Blinded review-quality score
Collecting evidence
Collecting evidence
Collecting evidence
Live provider price
Collecting evidence
Collecting evidence
Collecting evidence
02
Anthropic
Claude frontier
Configured for close textual reading, nuanced criticism, and careful qualification.
- Close reading
- Nuance
- Instruction following
Last checked 2026-08-09Provider documentation
03
Moonshot AI
Kimi frontier
Configured as an independent, multilingual perspective for long-document councils.
- Long documents
- Multilingual
- Independent critique
Last checked 2026-08-09Provider documentation