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Google: Gemini 3.1 Flash Lite Preview vs inclusionAI: Ring-2.6-1T

Last updated at: 2026-06-01

Metric Gemini 3.1 Flash Lite Preview Gemini 3.1 Flash Lite Preview high Release: 2026-03-03 Ring-2.6-1T Ring-2.6-1T medium Release: 2026-05-10
Score 8.6 7.2
Rank #14 #69
Reliability N/A 10.0
Consistency 10.0 8.7
Tests Correct
Attempt pass rate 81.3% 66.7%
Flaky tests 0 3
Total Runs 48 60
Cost per result 17.763 0.000
Total Cost $2.310 $0.132
Input Price $0.250 / 1M $0.300 / 1M
Output Price $1.500 / 1M $2.500 / 1M
Output Tokens 1,283 21,752
Reasoning Tokens 1,533,310 42,754
Response Time (avg) 68.14s 61.29s
Response Time (max) 280.52s 304.19s
Response Time (total) 1090.28s 1164.50s

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Category Breakdown

Anti-AI Tricks Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Gemini 3.1 Flash Lite Preview 10.0 10.0 100.0% 0 43.87s 144 193,077
Ring-2.6-1T 10.0 10.0 100.0% 0 42.21s 3,833 4,891
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Gemini 3.1 Flash Lite Preview 10.0 10.0 100.0% 0 280.52s 335 380,440
Ring-2.6-1T 10.0 10.0 100.0% 0 304.19s 324 6,088
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Gemini 3.1 Flash Lite Preview 10.0 10.0 100.0% 0 7.16s 279 6,186
Ring-2.6-1T 6.5 10.0 50.0% 0 37.36s 840 1,937
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Gemini 3.1 Flash Lite Preview 5.3 10.0 33.3% 0 127.58s 18 566,202
Ring-2.6-1T 3.5 4.4 33.3% 2 64.92s 9,744 15,013
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Gemini 3.1 Flash Lite Preview 10.0 10.0 100.0% 0 5.25s 117 3,915
Ring-2.6-1T 4.1 10.0 0.0% 0 58.26s 150 583
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Gemini 3.1 Flash Lite Preview 9.8 10.0 100.0% 0 64.03s 69 190,053
Ring-2.6-1T 9.8 10.0 100.0% 0 11.78s 266 1,831
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Gemini 3.1 Flash Lite Preview 7.7 10.0 66.7% 0 46.68s 87 190,953
Ring-2.6-1T 5.9 7.2 55.6% 1 20.73s 697 2,479
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Gemini 3.1 Flash Lite Preview 10.0 10.0 100.0% 0 7.73s 234 2,484
Ring-2.6-1T 10.0 10.0 100.0% 0 104.44s 234 1,531
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Gemini 3.1 Flash Lite Preview - - - - - - - -
Ring-2.6-1T 10.0 10.0 100.0% 0 59.65s 1,369 3,985
Trivia Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Gemini 3.1 Flash Lite Preview - - - - - - - -
Ring-2.6-1T 3.0 10.0 0.0% 0 113.91s 4,295 4,416

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