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inclusionAI: Ring-2.6-1T vs xAI: Grok 4.3

Last updated at: 2026-05-29

Metric Ring-2.6-1T Ring-2.6-1T none Release: 2026-05-10 Grok 4.3 Grok 4.3 medium Release: 2026-05-01
Score 7.2 7.8
Rank #70 #36
Reliability 10.0 10.0
Consistency 9.1 8.4
Tests Correct
Attempt pass rate 62.5% 75.0%
Flaky tests 2 4
Total Runs 60 60
Cost per result 0.000 4.557
Total Cost $0.000 $0.593
Input Price $0.075 / 1M $1.250 / 1M
Output Price $0.625 / 1M $2.500 / 1M
Output Tokens 39,954 1,485
Reasoning Tokens 0 214,710
Response Time (avg) 55.10s 49.23s
Response Time (max) 143.82s 216.69s
Response Time (total) 881.55s 984.52s

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Score vs Total Cost

Response Time (avg)

Score vs Response Time (avg)

Total Output Tokens

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
Ring-2.6-1T 9.2 8.4 91.7% 1 43.33s 5,575 0
Grok 4.3 10.0 10.0 100.0% 0 8.83s 88 8,207
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ring-2.6-1T 10.0 10.0 100.0% 0 143.82s 5,036 0
Grok 4.3 7.4 6.5 66.7% 1 55.26s 532 24,554
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ring-2.6-1T 0.0 0.0 0.0% 0 0ms 0 0
Grok 4.3 10.0 10.0 100.0% 0 63.99s 234 15,301
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ring-2.6-1T 3.0 10.0 0.0% 0 45.87s 1,529 0
Grok 4.3 10.0 10.0 100.0% 0 18.97s 180 9,546
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ring-2.6-1T 5.3 7.2 44.4% 1 73.40s 17,728 0
Grok 4.3 5.3 7.2 44.4% 1 181.74s 14 111,300
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ring-2.6-1T 4.3 10.0 0.0% 0 15.63s 846 0
Grok 4.3 5.4 2.5 66.7% 1 24.70s 70 5,020
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ring-2.6-1T 9.8 10.0 100.0% 0 27.36s 2,004 0
Grok 4.3 9.8 10.0 100.0% 0 18.58s 57 8,713
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ring-2.6-1T 7.7 10.0 66.7% 0 31.47s 3,469 0
Grok 4.3 5.9 7.2 55.6% 1 22.52s 128 14,468
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ring-2.6-1T 0.0 0.0 0.0% 0 0ms 0 0
Grok 4.3 10.0 10.0 100.0% 0 17.66s 168 4,615
Trivia Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ring-2.6-1T 3.0 10.0 0.0% 0 133.60s 3,767 0
Grok 4.3 3.0 10.0 0.0% 0 44.47s 14 12,986

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