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DeepSeek: DeepSeek V3.2 vs Laguna Xs.2

Last updated at: 2026-04-29

Metric DeepSeek V3.2 DeepSeek V3.2 none Release: 2025-12-01 Laguna Xs.2 Laguna Xs.2 medium Release: 2026-04-28 Free Available
Score 6.0 6.2
Rank #84 #81
Reliability N/A 10.0
Consistency 8.6 6.9
Tests Correct
Attempt pass rate 46.3% 57.4%
Flaky tests 3 7
Total Runs 52 54
Cost per result 0.225 0.000
Total Cost $0.016 $0.000
Input Price $0.252 / 1M $0.000 / 1M
Output Price $0.378 / 1M $0.000 / 1M
Output Tokens 8,378 58,141
Reasoning Tokens 0 0
Response Time (avg) 12.07s 6.03s
Response Time (max) 115.89s 29.11s
Response Time (total) 217.28s 108.59s

Top Models by Score

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
DeepSeek V3.2 3.2 9.8 0.0% 0 7.63s 1,419 0
Laguna Xs.2 7.4 5.9 83.3% 2 2.60s 5,283 0
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V3.2 2.4 1.3 33.3% 1 7.63s 553 0
Laguna Xs.2 6.3 3.7 33.3% 1 14.36s 7,896 0
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V3.2 6.5 10.0 0.0% 0 115.89s 2,887 0
Laguna Xs.2 3.0 10.0 0.0% 0 15.92s 8,501 0
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V3.2 6.3 5.8 66.7% 1 9.42s 1,710 0
Laguna Xs.2 7.1 5.6 83.3% 1 9.34s 10,472 0
Domain specific 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 1.52s 18 0
Laguna Xs.2 4.1 4.4 44.5% 2 11.12s 18,712 0
General Intelligence 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 2.86s 67 0
Laguna Xs.2 4.1 10.0 0.0% 0 2.76s 1,421 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 1.52s 66 0
Laguna Xs.2 10.0 10.0 100.0% 0 1.68s 1,517 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V3.2 8.5 7.5 88.9% 1 7.37s 1,136 0
Laguna Xs.2 5.3 10.0 33.3% 0 2.12s 3,168 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 11.85s 522 0
Laguna Xs.2 4.7 1.6 66.7% 1 3.39s 1,171 0

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