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DeepSeek: DeepSeek V4 Pro vs NVIDIA: Nemotron 3 Super

Summary

DeepSeek V4 Pro vs Nemotron 3 Super benchmark comparison: Nemotron 3 Super leads on average score with 5.8 vs 5.7. Nemotron 3 Super has the lower benchmark cost at $0.021 vs $0.025. DeepSeek V4 Pro is faster at 12.38s vs 32.00s, with pass rates of 42.9% vs 41.3%.

Recommended model: DeepSeek V4 Pro - Its score stays close to the best score here (5.7 vs 5.8), while responding about 2.6x faster than Nemotron 3 Super.

Last updated at: 2026-06-04

Metric DeepSeek V4 Pro DeepSeek V4 Pro none Release: 2026-04-24 Nemotron 3 Super Nemotron 3 Super medium Release: 2026-03-11 Free Available
Score 5.7 5.8
Rank #113 #105
Reliability 8.5 10.0
Consistency 8.5 9.2
Tests Correct
Attempt pass rate 42.9% 41.3%
Flaky tests 4 2
Total Runs 63 63
Cost per result 0.660 0.004
Total Cost $0.025 $0.021
Input Price $0.435 / 1M $0.090 / 1M
Output Price $0.870 / 1M $0.450 / 1M
Total Input Tokens 44,845 37,527
Output Tokens 5,349 14,850
Reasoning Tokens 0 33,754
Response Time (avg) 12.38s 32.00s
Response Time (max) 58.65s 232.25s
Response Time (total) 260.06s 607.91s

Generation showcase

Hamster playing table tennis

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

#113 DeepSeek V4 Pro

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

#105 Nemotron 3 Super

medium
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 8.3 10.0 75.0% 0 7.85s 686 748 1,305
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 3.1 10.0 0.0% 0 147.32s 2,275 797 4,424
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 10.0 10.0 100.0% 0 87.80s 15,561 2,021 9,996
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 18.16s 7,944 877 2,607
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 2.9 4.4 22.2% 2 16.19s 456 5,255 6,072
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 4.1 10.0 0.0% 0 6.91s 492 105 363
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 7.3 10.0 50.0% 0 6.97s 723 956 2,383
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 3.0 10.0 0.0% 0 3.15s 708 570 1,322
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 10.0 10.0 100.0% 0 39.75s 8,544 270 1,969
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 55.32s 138 3,251 3,313

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