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DeepSeek: DeepSeek V4 Flash vs Nemotron 3 Nano Omni 30b A3b Reasoning

Last updated at: 2026-04-29

Metric DeepSeek V4 Flash DeepSeek V4 Flash none Release: 2026-04-24 Nemotron 3 Nano Omni 30b A3b Reasoning Nemotron 3 Nano Omni 30b A3b Reasoning medium Release: 2026-04-28 Free Available
Score 5.3 5.2
Rank #103 #107
Reliability N/A 10.0
Consistency 9.1 5.9
Tests Correct
Attempt pass rate 33.3% 47.9%
Flaky tests 2 8
Total Runs 54 54
Cost per result 0.147 0.000
Total Cost $0.008 $0.000
Input Price $0.140 / 1M $0.000 / 1M
Output Price $0.280 / 1M $0.000 / 1M
Output Tokens 4,444 50,628
Reasoning Tokens 0 184,655
Response Time (avg) 29.39s 14.46s
Response Time (max) 111.96s 147.45s
Response Time (total) 529.10s 231.37s

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Score vs Total Cost

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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 V4 Flash 3.0 10.0 0.0% 0 20.18s 174 0
Nemotron 3 Nano Omni 30b A3b Reasoning 7.0 5.9 75.0% 2 2.17s 2,490 3,481
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V4 Flash 6.3 10.0 0.0% 0 24.04s 471 0
Nemotron 3 Nano Omni 30b A3b Reasoning 3.3 1.7 33.3% 1 38.09s 6,097 30,508
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V4 Flash 4.5 2.1 66.7% 1 111.96s 2,664 0
Nemotron 3 Nano Omni 30b A3b Reasoning 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 V4 Flash 10.0 10.0 100.0% 0 23.79s 195 0
Nemotron 3 Nano Omni 30b A3b Reasoning 7.3 5.9 83.3% 1 2.72s 890 2,811
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V4 Flash 5.3 10.0 33.3% 0 19.73s 18 0
Nemotron 3 Nano Omni 30b A3b Reasoning 2.9 7.2 11.1% 1 56.67s 40,404 142,623
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V4 Flash 4.2 9.9 0.0% 0 23.74s 67 0
Nemotron 3 Nano Omni 30b A3b Reasoning 4.8 9.9 0.0% 0 1.43s 41 850
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V4 Flash 6.5 10.0 50.0% 0 17.54s 321 0
Nemotron 3 Nano Omni 30b A3b Reasoning 6.9 6.3 66.7% 1 1.53s 192 1,728
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V4 Flash 3.1 7.3 11.1% 1 22.96s 207 0
Nemotron 3 Nano Omni 30b A3b Reasoning 3.5 4.4 33.3% 2 1.56s 514 2,654
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V4 Flash 10.0 10.0 100.0% 0 77.93s 327 0
Nemotron 3 Nano Omni 30b A3b Reasoning 0.0 0.0 0.0% 0 0ms 0 0

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