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ByteDance Seed: Seed-2.0-Lite vs NVIDIA: Nemotron 3 Super

Last updated at: 2026-04-26

Metric Seed-2.0-Lite Seed-2.0-Lite none Release: 2026-02-14 Nemotron 3 Super Nemotron 3 Super medium Release: 2026-03-11 Free Available
Score 6.2 6.7
Rank #72 #61
Reliability N/A N/A
Consistency 7.7 8.7
Tests Correct
Attempt pass rate 55.6% 55.6%
Flaky tests 5 3
Total Runs 54 52
Cost per result 0.200 0.000
Total Cost $0.016 $0.000
Input Price $0.250 / 1M $0.090 / 1M
Output Price $2.000 / 1M $0.450 / 1M
Output Tokens 3,129 11,947
Reasoning Tokens 0 29,768
Response Time (avg) 2.53s 19.06s
Response Time (max) 6.70s 87.80s
Response Time (total) 45.46s 305.04s

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
Seed-2.0-Lite 3.0 5.9 16.7% 2 2.43s 709 0
Nemotron 3 Super 10.0 10.0 100.0% 0 10.08s 1,776 3,345
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Lite 10.0 10.0 100.0% 0 4.61s 380 0
Nemotron 3 Super 3.0 10.0 0.0% 0 0ms 0 0
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Lite 3.0 10.0 0.0% 0 6.59s 498 0
Nemotron 3 Super 10.0 10.0 100.0% 0 87.80s 2,021 9,996
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Lite 10.0 10.0 100.0% 0 1.82s 246 0
Nemotron 3 Super 10.0 10.0 100.0% 0 18.16s 877 2,607
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Lite 3.6 7.2 22.2% 1 1.33s 17 0
Nemotron 3 Super 2.9 4.4 22.2% 2 16.19s 5,255 6,072
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Lite 10.0 10.0 100.0% 0 3.45s 294 0
Nemotron 3 Super 3.8 9.9 0.0% 0 27.86s 104 1,149
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Lite 10.0 10.0 100.0% 0 1.06s 73 0
Nemotron 3 Super 7.2 6.5 66.7% 1 7.72s 1,042 2,479
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Lite 5.2 4.4 55.6% 2 2.46s 620 0
Nemotron 3 Super 3.5 9.8 0.0% 0 8.39s 602 2,151
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Lite 10.0 10.0 100.0% 0 3.94s 292 0
Nemotron 3 Super 10.0 10.0 100.0% 0 39.75s 270 1,969

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