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DeepSeek: DeepSeek V4 Pro vs Google: Gemini 3.1 Flash Lite

Last updated at: 2026-05-08

Metric DeepSeek V4 Pro DeepSeek V4 Pro high Release: 2026-04-24 Gemini 3.1 Flash Lite Gemini 3.1 Flash Lite none Release: 2026-05-08
Score 6.9 6.7
Rank #65 #73
Reliability 9.3 10.0
Consistency 8.2 8.4
Tests Correct
Attempt pass rate 70.2% 57.9%
Flaky tests 4 4
Total Runs 57 57
Cost per result 1.927 0.123
Total Cost $0.212 $0.012
Input Price $0.435 / 1M $0.250 / 1M
Output Price $0.870 / 1M $1.500 / 1M
Output Tokens 12,211 2,454
Reasoning Tokens 53,774 0
Response Time (avg) 58.93s 1.11s
Response Time (max) 358.35s 2.97s
Response Time (total) 1119.75s 21.13s

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 7.4 10.0 75.0% 0 16.53s 71 3,617
Gemini 3.1 Flash Lite 7.5 8.4 66.7% 1 1.07s 639 0
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V4 Pro 2.6 0.0 50.0% 1 51.77s 105 2,641
Gemini 3.1 Flash Lite 10.0 10.0 100.0% 0 1.59s 636 0
Combined 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 65.02s 465 5,914
Gemini 3.1 Flash Lite 3.0 10.0 0.0% 0 2.73s 357 0
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V4 Pro 8.8 10.0 100.0% 0 23.62s 229 1,710
Gemini 3.1 Flash Lite 10.0 10.0 100.0% 0 843ms 279 0
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V4 Pro 3.0 6.9 16.7% 1 205.66s 10,529 28,089
Gemini 3.1 Flash Lite 2.9 7.2 11.1% 1 762ms 15 0
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V4 Pro 6.1 3.1 66.7% 1 25.09s 76 1,152
Gemini 3.1 Flash Lite 4.0 10.0 0.0% 0 992ms 63 0
Instructions following 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 41.16s 205 2,416
Gemini 3.1 Flash Lite 10.0 10.0 100.0% 0 859ms 72 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V4 Pro 7.4 7.2 88.9% 1 34.92s 106 3,835
Gemini 3.1 Flash Lite 6.3 4.8 66.7% 2 720ms 150 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 21.33s 372 593
Gemini 3.1 Flash Lite 10.0 10.0 100.0% 0 2.97s 234 0
Trivia Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V4 Pro 3.0 10.0 0.0% 0 39.14s 53 3,807
Gemini 3.1 Flash Lite 3.0 10.0 0.0% 0 733ms 9 0

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