AI CENSUSNETWORK SIGNAL

Public opinion on the models shaping AI.

Partial data30-day window
NETWORK OPINION / LIVE

The live model index.

How positively people discuss each model across capability, price, access, limits, and product experience. This is public opinion—not an objective benchmark.

113K mentions18K opinions5 source types
Viewing: Community opinion
RankModelCommunity scoreConfidenceMentionsSentiment30d signal
WHAT CHANGED

The conversation this month

WHAT PEOPLE DISCUSS

Leading themes

Coding2.8KReasoning1.7KReliability2.2KSpeed1.2KContext466Instruction following434Tool use339Vision132

Theme counts describe conversation volume—not objective model capability.