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DeepSeek: DeepSeek V3.2 vs Google: Gemini 3.1 Flash Lite Preview

Last updated at: 2026-04-16

Metric DeepSeek V3.2 DeepSeek V3.2 medium Release: 2025-12-01 Gemini 3.1 Flash Lite Preview Gemini 3.1 Flash Lite Preview none Release: 2026-03-03
Score 8.0 7.9
Rank #27 #29
Consistency 8.2 9.6
Tests Correct
Attempt pass rate 79.6% 70.4%
Flaky tests 4 1
Total Runs 54 54
Cost per result 0.240 0.130
Total Cost $0.029 $0.016
Input Price $0.260 / 1M $0.250 / 1M
Output Price $0.380 / 1M $1.500 / 1M
Output Tokens 10,620 5,361
Reasoning Tokens 48,511 0
Response Time (avg) 46.41s 1.30s
Response Time (max) 180.92s 3.39s
Response Time (total) 835.33s 23.42s

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 V3.2 8.4 9.9 75.0% 0 30.72s 3,773 7,523
Gemini 3.1 Flash Lite Preview 7.5 8.4 66.7% 1 1.04s 1,092 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
Gemini 3.1 Flash Lite Preview 10.0 10.0 100.0% 0 1.47s 640 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
Gemini 3.1 Flash Lite Preview 3.0 10.0 0.0% 0 3.20s 339 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
Gemini 3.1 Flash Lite Preview 10.0 10.0 100.0% 0 1.22s 399 0
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V3.2 5.3 7.2 44.4% 1 39.32s 3,081 7,856
Gemini 3.1 Flash Lite Preview 5.3 10.0 33.3% 0 942ms 568 0
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V3.2 5.4 2.5 66.7% 1 31.30s 68 2,366
Gemini 3.1 Flash Lite Preview 4.0 10.0 0.0% 0 741ms 69 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
Gemini 3.1 Flash Lite Preview 10.0 10.0 100.0% 0 1.13s 574 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V3.2 8.2 7.2 88.9% 1 36.87s 390 6,281
Gemini 3.1 Flash Lite Preview 10.0 10.0 100.0% 0 972ms 898 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
Gemini 3.1 Flash Lite Preview 10.0 10.0 100.0% 0 3.39s 782 0

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