Claude Opus 5 (Medium) vs Ring-2.6-1T
Which is better for the money: Claude Opus 5 (Medium) by Anthropic or Ring-2.6-1T by InclusionAI? Intelligence, total benchmark cost, and end-to-end time from Artificial Analysis & other sources, snapshot 2026-10-24.
Trade-off
Verdict
Depends on your budget
Claude Opus 5 (Medium) scores 28.2 points higher (44.8 vs 16.6) but costs 4.7× as much to run the benchmark ($2732 vs $576; flagship vs premium cost classes). They are not alternatives at one budget: pick Claude Opus 5 (Medium) when you need intelligence above 16.6, and Ring-2.6-1T when 16.6 is enough.
| Metric | Claude Opus 5 (Medium) | Ring-2.6-1T | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 44.8 | 16.6 | −62.9% Ring-2.6-1T is 62.9% less intelligent |
| Total AA cost (lower is better) | $2,731.91 | $575.60 | −78.9% Ring-2.6-1T is 78.9% cheaper |
| End-to-end time (lower is better) | 13.14s | 24.45s | +86.1% Ring-2.6-1T is 86.1% slower |
| Price per 1M tokens (in / out) | $5.00 / $25.0 | $0.30 / $2.50 | |
| Input modalities | Text, Image | Text |
Ring-2.6-1T vs Claude Opus 5 (Medium): 62.9% less intelligence, 78.9% less cost to run the AA benchmark, and 86.1% slower end-to-end.
Today's Pareto frontier
Against the frontier
- Claude Opus 5 (Medium) is off the frontier: at the same or lower cost, Claude Opus 5.5 (High, Default Fallback) scores 53.60 for $2172.
- Ring-2.6-1T is off the frontier: at the same or lower cost, GPT-6.1 Sol (High) scores 50.20 for $521.
Claude Opus 5 (Medium)Ring-2.6-1TToday's Pareto frontierOpen-weights frontierEvery other model
Matchup
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Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/claude-opus-5-medium/ring-2-6-1t · Markdown: /api/v1/compare/claude-opus-5-medium/ring-2-6-1t?format=md · llms.txt · agent skill