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Anthropic: Claude Sonnet 4.6 vs inclusionAI: Ring-2.6-1T

Last updated at: 2026-05-19

Metric Claude Sonnet 4.6 Claude Sonnet 4.6 none Release: 2026-02-17 Ring-2.6-1T Ring-2.6-1T none Release: 2026-05-10
Score 7.2 7.2
Rank #68 #62
Reliability 10.0 9.8
Consistency 9.6 9.1
Tests Correct
Attempt pass rate 61.4% 62.5%
Flaky tests 1 2
Total Runs 57 57
Cost per result 2.441 0.000
Total Cost $0.269 $0.000
Input Price $3.000 / 1M $0.075 / 1M
Output Price $15.000 / 1M $0.625 / 1M
Output Tokens 7,864 39,954
Reasoning Tokens 0 0
Response Time (avg) 4.96s 55.10s
Response Time (max) 23.84s 143.82s
Response Time (total) 59.50s 881.55s

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Score vs Total Cost

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Score vs Response Time (avg)

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Score vs Total Output Tokens

Category Breakdown

Anti-AI Tricks Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Claude Sonnet 4.6 4.8 10.0 25.0% 0 2.94s 1,214 0
Ring-2.6-1T 9.2 8.4 91.7% 1 43.33s 5,575 0
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Claude Sonnet 4.6 10.0 10.0 100.0% 0 3.67s 523 0
Ring-2.6-1T 10.0 10.0 100.0% 0 143.82s 5,036 0
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Claude Sonnet 4.6 9.5 10.0 100.0% 0 23.84s 3,766 0
Ring-2.6-1T 0.0 0.0 0.0% 0 0ms 0 0
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Claude Sonnet 4.6 10.0 10.0 100.0% 0 3.43s 252 0
Ring-2.6-1T 3.0 10.0 0.0% 0 45.87s 1,529 0
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Claude Sonnet 4.6 7.7 10.0 66.7% 0 3.54s 413 0
Ring-2.6-1T 5.3 7.2 44.4% 1 73.40s 17,728 0
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Claude Sonnet 4.6 6.1 3.1 66.7% 1 2.56s 192 0
Ring-2.6-1T 4.3 10.0 0.0% 0 15.63s 846 0
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Claude Sonnet 4.6 6.5 10.0 50.0% 0 1.96s 90 0
Ring-2.6-1T 9.8 10.0 100.0% 0 27.36s 2,004 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Claude Sonnet 4.6 7.7 10.0 66.7% 0 2.92s 536 0
Ring-2.6-1T 7.7 10.0 66.7% 0 31.47s 3,469 0
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Claude Sonnet 4.6 10.0 10.0 100.0% 0 4.11s 447 0
Ring-2.6-1T 0.0 0.0 0.0% 0 0ms 0 0
Trivia Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Claude Sonnet 4.6 3.0 10.0 0.0% 0 4.67s 431 0
Ring-2.6-1T 3.0 10.0 0.0% 0 133.60s 3,767 0

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