Claude Sonnet 5 (Medium) vs Ring-2.6-1T
Which is better for the money: Claude Sonnet 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 2026-10-25.
Trade-off
Verdict
Depends on your budget
Claude Sonnet 5 (Medium) scores 11.5 points higher (28.1 vs 16.6) but costs 2.1× as much to run the benchmark ($1218 vs $576; both premium class). Pick Claude Sonnet 5 (Medium) when the extra intelligence is worth the premium, otherwise Ring-2.6-1T.
| Metric | Claude Sonnet 5 (Medium) | Ring-2.6-1T | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 28.1 | 16.6 | −40.9% Ring-2.6-1T is 40.9% less intelligent |
| Total AA cost (lower is better) | $1,218.17 | $575.60 | −52.7% Ring-2.6-1T is 52.7% cheaper |
| End-to-end time (lower is better) | 8.58s | 24.07s | +180.5% Ring-2.6-1T is 180.5% slower |
| Price per 1M tokens (in / out) | $2.00 / $10.0 | $0.30 / $2.50 | |
| Input modalities | Text, Image | Text |
Ring-2.6-1T vs Claude Sonnet 5 (Medium): 40.9% less intelligence, 52.7% less cost to run the AA benchmark, and 180.5% slower end-to-end.
Today's Pareto frontier
Against the frontier
- Claude Sonnet 5 (Medium) is off the frontier: at the same or lower cost, GPT-6.1 Sol (Max) scores 51.80 for $1082.
- 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 Sonnet 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-sonnet-5-medium/ring-2-6-1t · Markdown: /api/v1/compare/claude-sonnet-5-medium/ring-2-6-1t?format=md · llms.txt · agent skill