DISCIPLINE · 35% of composite
Anthropic Research vs OpenAI Research — Discipline
How rigorously each source backs its factual claims with verifiable evidence.
Verdict
Anthropic Research outscores OpenAI Research on Citation Discipline by 6 points (A · 86 vs B · 80).
Higher Discipline
Academic
Anthropic Research
anthropic.com
A·86
Rank #86 of 130 on Discipline
Peer-review + open arxiv preprints + methodology disclosed; corrections public.
Academic
OpenAI Research
openai.com
B·80
Rank #104 of 130 on Discipline
Selective peer-review + arxiv publication; some research not fully disclosed (commercial constraints).
Global rank · Discipline
Why these Discipline scores
Anthropic ResearchA·86
Discipline · 86/100
Peer-review + open arxiv preprints + methodology disclosed; corrections public.
OpenAI ResearchB·80
Discipline · 80/100
Selective peer-review + arxiv publication; some research not fully disclosed (commercial constraints).
Signals behind the Discipline score
Anthropic Research
- Open-research practiceMost papers preprinted to arxiv.
OpenAI Research
- Selective transparencySome flagship work published; some kept proprietary.
Other dimensions for Anthropic Research vs OpenAI Research
Other Discipline comparisons
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