Claude 4.5 Haiku (Reasoning) vs Ring-2.6-1T
Which is better for the money: Claude 4.5 Haiku (Reasoning) 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 4.5 Haiku (Reasoning) scores 0.3 points higher (16.9 vs 16.6) but costs 1.0× as much to run the benchmark ($594 vs $576; both premium class). Pick Claude 4.5 Haiku (Reasoning) when the extra intelligence is worth the premium, otherwise Ring-2.6-1T.
| Metric | Claude 4.5 Haiku (Reasoning) | Ring-2.6-1T | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 16.9 | 16.6 | −1.8% Ring-2.6-1T is 1.8% less intelligent |
| Total AA cost (lower is better) | $594.08 | $575.60 | −3.1% Ring-2.6-1T is 3.1% cheaper |
| End-to-end time (lower is better) | 24.38s | 24.47s | +0.4% Ring-2.6-1T is 0.4% slower |
| Price per 1M tokens (in / out) | $1.00 / $5.00 | $0.30 / $2.50 | |
| Input modalities | Text, Image | Text |
Ring-2.6-1T vs Claude 4.5 Haiku (Reasoning): 1.8% less intelligence, 3.1% less cost to run the AA benchmark, and 0.4% slower end-to-end.
Today's Pareto frontier
Against the frontier
- Claude 4.5 Haiku (Reasoning) is off the frontier: at the same or lower cost, GPT-6.1 Sol (High) scores 50.20 for $521.
- 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 4.5 Haiku (Reasoning)Ring-2.6-1TToday's Pareto frontierOpen-weights frontierEvery other model
Matchup
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