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DeepSeek: DeepSeek V3.2 vs Ring 2.6 1t

Last updated at: 2026-05-10

Metric DeepSeek V3.2 DeepSeek V3.2 medium Release: 2025-12-01 Ring 2.6 1t Ring 2.6 1t none Release: 2026-05-10 Free Available
Score 7.2 7.2
Rank #61 #57
Reliability 10.0 9.8
Consistency 7.5 9.1
Tests Correct
Attempt pass rate 72.8% 62.5%
Flaky tests 6 2
Total Runs 57 57
Cost per result 0.278 0.000
Total Cost $0.031 $0.000
Input Price $0.252 / 1M $0.000 / 1M
Output Price $0.378 / 1M $0.000 / 1M
Output Tokens 7,035 39,954
Reasoning Tokens 53,765 0
Response Time (avg) 46.06s 55.10s
Response Time (max) 180.92s 143.82s
Response Time (total) 875.23s 881.55s

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Score vs Total Cost

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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
DeepSeek V3.2 9.2 10.0 100.0% 0 24.23s 3,247 6,953
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
DeepSeek V3.2 4.7 1.6 66.7% 1 180.92s 626 6,792
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
DeepSeek V3.2 10.0 10.0 100.0% 0 93.11s 571 6,296
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
DeepSeek V3.2 10.0 10.0 100.0% 0 36.09s 207 7,693
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
DeepSeek V3.2 2.9 4.4 22.2% 2 24.27s 21 6,838
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
DeepSeek V3.2 3.8 2.5 50.0% 1 58.29s 49 2,189
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
DeepSeek V3.2 10.0 10.0 100.0% 0 35.78s 1,397 2,845
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
DeepSeek V3.2 6.7 5.0 66.7% 2 36.87s 390 6,281
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
DeepSeek V3.2 10.0 10.0 100.0% 0 34.81s 507 859
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
DeepSeek V3.2 3.0 10.0 0.0% 0 83.99s 20 7,019
Ring 2.6 1t 3.0 10.0 0.0% 0 133.60s 3,767 0

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