Navigate
AI BENCHY
AD
Track all your projects in one dashboard. Get 📊stats, 🔥heatmaps and 👀recordings in one self-hosted dashboard.
uxwizz.com

AI BENCHY Compare

ByteDance Seed: Seed-2.0-Lite vs Nemotron 3 Ultra 550b A55b

Summary

Seed-2.0-Lite vs Nemotron 3 Ultra 550b A55b benchmark comparison: Nemotron 3 Ultra 550b A55b leads on average score with 7.5 vs 5.8. Seed-2.0-Lite has the lower benchmark cost at $0.019 vs $0.177. Seed-2.0-Lite is faster at 2.49s vs 15.05s, with pass rates of 46.0% vs 69.8%.

Recommended model: Seed-2.0-Lite - It offers the best overall trade-off: a competitive score (5.8), lower cost than Nemotron 3 Ultra 550b A55b, and balanced response time.

Last updated at: 2026-06-10

Metric Seed-2.0-Lite Seed-2.0-Lite none Release: 2026-02-14 Nemotron 3 Ultra 550b A55b Nemotron 3 Ultra 550b A55b medium Release: 2026-06-04 Free Available
Score 5.8 7.5
Rank #111 #42
Reliability 10.0 9.7
Consistency 8.4 8.8
Tests Correct
Attempt pass rate 46.0% 69.8%
Flaky tests 4 3
Total Runs 63 63
Cost per result 0.228 0.000
Total Cost $0.019 $0.177
Input Price $0.250 / 1M $0.500 / 1M
Output Price $2.000 / 1M $2.500 / 1M
Total Input Tokens 46,573 46,813
Output Tokens 3,259 18,002
Reasoning Tokens 0 53,091
Response Time (avg) 2.49s 15.05s
Response Time (max) 6.70s 43.93s
Response Time (total) 52.26s 316.09s

Generation showcase

Hamster playing table tennis

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

#111 Seed-2.0-Lite

none
Cost
$0.005
Time
83.8s
Tokens
2,311 tok

#42 Nemotron 3 Ultra 550b A55b

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
Seed-2.0-Lite 3.0 5.9 16.7% 2 2.43s 894 709 0
Nemotron 3 Ultra 550b A55b 10.0 10.0 100.0% 0 8.62s 780 835 1,485
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Seed-2.0-Lite 5.6 10.0 33.3% 0 2.83s 8,215 410 0
Nemotron 3 Ultra 550b A55b 8.4 7.4 88.9% 1 26.53s 7,686 2,854 17,725
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Seed-2.0-Lite 3.0 10.0 0.0% 0 6.59s 16,215 498 0
Nemotron 3 Ultra 550b A55b 9.8 10.0 100.0% 0 43.93s 17,574 1,040 3,590
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Seed-2.0-Lite 10.0 10.0 100.0% 0 1.82s 8,538 246 0
Nemotron 3 Ultra 550b A55b 10.0 10.0 100.0% 0 5.68s 7,989 473 1,285
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Seed-2.0-Lite 3.6 7.2 22.2% 1 1.33s 939 17 0
Nemotron 3 Ultra 550b A55b 3.5 4.4 33.3% 2 24.90s 858 11,169 16,249
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Seed-2.0-Lite 10.0 10.0 100.0% 0 3.45s 570 294 0
Nemotron 3 Ultra 550b A55b 3.7 9.5 0.0% 0 2.52s 360 70 235
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Seed-2.0-Lite 10.0 10.0 100.0% 0 1.06s 810 73 0
Nemotron 3 Ultra 550b A55b 9.8 10.0 100.0% 0 6.35s 765 182 1,243
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Seed-2.0-Lite 5.3 7.2 44.4% 1 2.78s 858 709 0
Nemotron 3 Ultra 550b A55b 5.5 9.9 33.3% 0 3.54s 792 771 2,055
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Seed-2.0-Lite 10.0 10.0 100.0% 0 3.94s 9,270 292 0
Nemotron 3 Ultra 550b A55b 10.0 10.0 100.0% 0 7.72s 9,781 304 984
Trivia Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Seed-2.0-Lite 3.0 10.0 0.0% 0 1.96s 264 11 0
Nemotron 3 Ultra 550b A55b 3.0 10.0 0.0% 0 38.47s 228 304 8,240

Quick Compare

Switch Comparison Pair

Seed-2.0-LitenonevsNemotron 3 SupermediumFree AvailableGemini 3 Flash PreviewnonevsNemotron 3 Ultra 550b A55bmediumFree AvailableGemini 3.1 Flash Lite PreviewlowvsNemotron 3 Ultra 550b A55bmediumFree AvailableCobuddymediumvsSeed-2.0-LitenoneNemotron 3 Ultra 550b A55bmediumFree AvailablevsQwen3.7 MaxnoneGemini 3.5 FlashminimalvsNemotron 3 Ultra 550b A55bmediumFree AvailableNemotron 3 Ultra 550b A55bmediumFree AvailablevsStep 3.7 FlashlowDeepSeek V4 FlashhighvsNemotron 3 Ultra 550b A55bmediumFree AvailableSeed-2.0-LitenonevsDeepSeek V4 ProhighGemini 3.1 Flash Lite PreviewnonevsNemotron 3 Ultra 550b A55bmediumFree AvailableGemini 3.1 Flash LitelowvsNemotron 3 Ultra 550b A55bmediumFree AvailableNemotron 3 Ultra 550b A55bmediumFree AvailablevsGPT-5.3 Chatnone