Stats from 30K AI debates: Opus 4.7 is the most influential model
A recent analysis of 29,510 AI Roundtable sessions revealed that Claude Opus 4.7 is the most influential AI model, causing 2,969 vote flips. The models reached consensus in 67% of completed sessions, with a significant number resulting in unanimous agreement. The most discussed topics included AI/AGI, war, and democracy.
- ▪Claude Opus 4.7 caused 2,969 vote flips, making it the most influential model.
- ▪Consensus was achieved in 67% of completed sessions, with 37% being unanimous.
- ▪The most discussed subject was AI/AGI, with 1,627 sessions and a 49% consensus.
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Record
| Original publisher | Opper |
| Canonical URL | https://opper.ai/ai-roundtable/stats |
| Publication time | Wed, 03 Jun 2026 17:03:44 +0000 |
| Retrieval time | 2026-06-03T17:07:50.722Z |
| Last seen | 2026-06-03T17:07:50.722Z |
| Headline source | Publisher (no WeSearch rewrite) |
| Excerpt source | publisher body |
| Excerpt method | First ~120 words (~800 chars) of extracted publisher body, fair-use limited. |
| Summary | WeSearch · cerebras-chat (WeSearch summarizer) |
| Summary source text | contentText |
| Citation coverage | Summary is a WeSearch-generated derivative; primary citation is the original publisher URL. |
| Cluster | IfMMdSCT9BVU |
| Cluster logic | Grouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison. |
| Ranking reason | Story pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking. |
| Publisher visit | Yes — open original |
| Substitutes article? | No — link-out required for full text |
Rights status (four layers)
WeSearch handling by dimension
| Indexing | May the item be indexed (stored, ranked, made findable)? | Allowed |
| Snippet | May a short excerpt of the publisher's text be shown? | Allowed |
| AI summary | May WeSearch generate its own short summary of the article? | Limited |
| Retrieval / RAG | May the content be exposed for third-party retrieval-augmented generation? | Not asserted |
| Model training | May the content be used to train AI models? | Not asserted |
| Commercial reuse | May the content be reused commercially? | Not permitted |
Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.
Opening excerpt (first ~120 words) tap to expand
AI Roundtable stats Aggregate statistics from 29,510 public AI Roundtable sessions, across 334,699 model responses. Snapshot generated 2026-06-03T15:31:27.654Z. Consensus outcomes Models reached agreement in 67% of completed sessions (19,633 of 29,458). Breakdown: Unanimous (all models agree): 10,779 (37%) Supermajority (more than two-thirds): 5,720 (19%) Majority (more than half): 3,134 (11%) No consensus: 9,825 (33%) Most influential models Times a model's argument convinced another to flip its vote in Debate mode.
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Excerpt limited to ~120 words for fair-use compliance. The full article is at Opper.
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