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DeepSeek: DeepSeek V4 Pro vs Laguna M.1

Last updated at: 2026-04-29

Metric DeepSeek V4 Pro DeepSeek V4 Pro none Release: 2026-04-24 Laguna M.1 Laguna M.1 medium Release: 2026-04-28 Free Available
Score 6.7 6.3
Rank #68 #74
Reliability 0.0 10.0
Consistency 9.5 8.6
Tests Correct
Attempt pass rate 51.9% 53.7%
Flaky tests 1 3
Total Runs 26 54
Cost per result 0.327 0.000
Total Cost $0.030 $0.000
Input Price $0.435 / 1M $0.000 / 1M
Output Price $0.870 / 1M $0.000 / 1M
Output Tokens 1,611 63,822
Reasoning Tokens 0 0
Response Time (avg) 23.34s 13.90s
Response Time (max) 109.46s 53.14s
Response Time (total) 420.04s 250.28s

Top Models by Score

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
DeepSeek V4 Pro 4.8 10.0 25.0% 0 36.12s 221 0
Laguna M.1 6.6 10.0 50.0% 0 9.15s 7,839 0
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V4 Pro 10.0 10.0 100.0% 0 33.40s 246 0
Laguna M.1 4.3 1.1 66.7% 1 35.61s 14,327 0
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V4 Pro 9.5 10.0 100.0% 0 34.55s 826 0
Laguna M.1 3.0 10.0 0.0% 0 53.14s 12,272 0
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V4 Pro 10.0 10.0 100.0% 0 54.04s 65 0
Laguna M.1 10.0 10.0 100.0% 0 4.93s 2,296 0
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V4 Pro 5.3 10.0 33.3% 0 3.08s 12 0
Laguna M.1 5.3 7.2 44.4% 1 24.14s 19,020 0
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V4 Pro 4.5 10.0 0.0% 0 6.06s 45 0
Laguna M.1 4.1 10.0 0.0% 0 6.86s 1,294 0
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V4 Pro 6.5 10.0 50.0% 0 9.47s 25 0
Laguna M.1 10.0 10.0 100.0% 0 4.30s 1,626 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V4 Pro 6.0 7.1 44.4% 1 19.60s 98 0
Laguna M.1 3.6 7.2 22.2% 1 6.97s 3,978 0
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V4 Pro 10.0 10.0 100.0% 0 6.47s 73 0
Laguna M.1 10.0 10.0 100.0% 0 6.31s 1,170 0

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