Ring-2.6-1T Benchmark Update
Quality: 30.6/100 | Price: $0.85/M tokens | Output: 124.626 tok/s | HumanEval: 0.424%
View sourceInclusionai
Ring-2.6-1T is a 1T-parameter-scale thinking model with 63B active parameters, built for real-world agent workflows that require both strong capability and operational efficiency. It is optimized for coding agents, tool...
This model is still tracked for research and discovery, but it is excluded from default public rankings until it returns to active status.
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Quality Score
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Arena ELO
63B
Parameters
262K
Context
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May 2026
Released
Benchmarks
20
Recent launch, pricing, benchmark, and API signals linked to this model or its provider.
Quality: 30.6/100 | Price: $0.85/M tokens | Output: 124.626 tok/s | HumanEval: 0.424%
View sourceQuality: 30.6/100 | Price: $0.85/M tokens | Output: 124.494 tok/s | HumanEval: 0.424%
View sourceQuality: 30.6/100 | Price: $0.85/M tokens | Output: 122.833 tok/s | HumanEval: 0.424%
View sourceQuality: 30.6/100 | Price: $0.85/M tokens | Output: 123.862 tok/s | HumanEval: 0.424%
View sourceQuality: 30.6/100 | Price: $0.85/M tokens | Output: 124 tok/s | HumanEval: 0.424%
View sourceQuality: 30.6/100 | Price: $0.85/M tokens | Output: 124.626 tok/s | HumanEval: 0.424%
Quality: 30.6/100 | Price: $0.85/M tokens | Output: 124.494 tok/s | HumanEval: 0.424%
Quality: 30.6/100 | Price: $0.85/M tokens | Output: 122.833 tok/s | HumanEval: 0.424%
Quality: 30.6/100 | Price: $0.85/M tokens | Output: 123.862 tok/s | HumanEval: 0.424%
Quality: 30.6/100 | Price: $0.85/M tokens | Output: 124 tok/s | HumanEval: 0.424%
Quality: 30.6/100 | Price: $0.85/M tokens | Output: 124 tok/s | HumanEval: 0.424%
Quality: 30.6/100 | Price: $0.85/M tokens | Output: 124.224 tok/s | HumanEval: 0.424%
Quality: 30.6/100 | Price: $0.85/M tokens | Output: 124.199 tok/s | HumanEval: 0.424%
Quality: 30.6/100 | Price: $0.85/M tokens | Output: 123.07 tok/s | HumanEval: 0.424%
Quality: 30.6/100 | Price: $0.85/M tokens | Output: 123.131 tok/s | HumanEval: 0.424%
Quality: 30.6/100 | Price: $0.85/M tokens | Output: 125.674 tok/s | HumanEval: 0.424%
Quality: 30.6/100 | Price: $0.85/M tokens | Output: 123.055 tok/s | HumanEval: 0.424%
Quality: 30.6/100 | Price: $0.85/M tokens | Output: 123.58 tok/s | HumanEval: 0.424%
Quality: 30.6/100 | Price: $0.85/M tokens | Output: 127.027 tok/s | HumanEval: 0.424%
Quality: 30.6/100 | Price: $0.85/M tokens | Output: 131.666 tok/s | HumanEval: 0.424%
Quality: 30.6/100 | Price: $0.85/M tokens | Output: 137.518 tok/s | HumanEval: 0.424%
Quality: 30.6/100 | Price: $0.85/M tokens | Output: 135.713 tok/s | HumanEval: 0.424%
Quality: 30.6/100 | Price: $0.85/M tokens | Output: 135.713 tok/s | HumanEval: 0.424%
Quality: 30.6/100 | Price: $0.85/M tokens | Output: 128.867 tok/s | HumanEval: 0.424%
Quality: 30.6/100 | Price: $0.85/M tokens | Output: 128.867 tok/s | HumanEval: 0.424%