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DeepSeek: DeepSeek V4 Pro vs NVIDIA: Nemotron 3 Super

Summary

DeepSeek V4 Pro vs Nemotron 3 Super benchmark comparison: DeepSeek V4 Pro leads on average score with 5.7 vs 4.9. Nemotron 3 Super has the lower benchmark cost at $0.007 vs $0.025. Nemotron 3 Super is faster at 5.30s vs 12.38s, with pass rates of 42.9% vs 31.8%.

Recommended model: Nemotron 3 Super - Its score stays close to the best score here (4.9 vs 5.7), while costing about 4.0x less than DeepSeek V4 Pro.

Last updated at: 2026-06-10

Metric DeepSeek V4 Pro DeepSeek V4 Pro none Release: 2026-04-24 Nemotron 3 Super Nemotron 3 Super none Release: 2026-03-11 Free Available
Score 5.7 4.9
Rank #114 #142
Reliability 8.5 10.0
Consistency 8.5 8.8
Tests Correct
Attempt pass rate 42.9% 31.8%
Flaky tests 4 3
Total Runs 63 63
Cost per result 0.660 0.034
Total Cost $0.025 $0.007
Input Price $0.435 / 1M $0.090 / 1M
Output Price $0.870 / 1M $0.450 / 1M
Total Input Tokens 44,845 36,456
Output Tokens 5,349 6,195
Reasoning Tokens 0 0
Response Time (avg) 12.38s 5.30s
Response Time (max) 58.65s 16.45s
Response Time (total) 260.06s 111.31s

Generation showcase

Hamster playing table tennis

Prompt: Create a detailed SVG illustration of a hamster playing table tennis.

#114 DeepSeek V4 Pro

none
Invalid SVG
Cost
$0.000
Time
300.0s
Tokens
0 tok

#142 Nemotron 3 Super

none
No showcase result has been generated for this model yet.
Cost
$0.000
Time
-
Tokens
0 tok

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) Input Tokens Output Tokens Reasoning Tokens
DeepSeek V4 Pro 3.5 8.0 16.7% 1 14.02s 540 704 0
Nemotron 3 Super 4.8 10.0 25.0% 0 4.46s 671 2,322 0
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
DeepSeek V4 Pro 4.6 7.9 22.2% 1 6.11s 7,279 531 0
Nemotron 3 Super 3.3 7.2 11.1% 1 2.64s 7,627 571 0
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
DeepSeek V4 Pro 9.5 10.0 100.0% 0 25.49s 20,773 1,911 0
Nemotron 3 Super 3.0 10.0 0.0% 0 16.45s 8,740 617 0
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
DeepSeek V4 Pro 6.9 5.8 66.7% 1 30.54s 5,633 170 0
Nemotron 3 Super 10.0 10.0 100.0% 0 7.92s 7,944 249 0
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
DeepSeek V4 Pro 5.3 10.0 33.3% 0 3.17s 666 18 0
Nemotron 3 Super 3.6 7.2 22.2% 1 6.23s 789 26 0
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
DeepSeek V4 Pro 4.3 9.9 0.0% 0 3.75s 471 132 0
Nemotron 3 Super 4.6 10.0 0.0% 0 950ms 500 134 0
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
DeepSeek V4 Pro 6.3 10.0 50.0% 0 8.23s 627 64 0
Nemotron 3 Super 6.3 10.0 50.0% 0 804ms 723 66 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
DeepSeek V4 Pro 7.6 7.2 77.8% 1 15.95s 594 173 0
Nemotron 3 Super 5.5 10.0 33.3% 0 2.36s 714 1,125 0
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
DeepSeek V4 Pro 10.0 10.0 100.0% 0 5.92s 8,079 219 0
Nemotron 3 Super 4.7 1.6 66.7% 1 16.00s 8,541 281 0
Trivia Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
DeepSeek V4 Pro 3.0 10.0 0.0% 0 15.59s 183 1,427 0
Nemotron 3 Super 3.0 10.0 0.0% 0 8.94s 207 804 0

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