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 DeepSeek: DeepSeek V3.2

Last updated at: 2026-03-12

Metric Seed-2.0-Lite Seed-2.0-Lite medium Release: 2026-02-14 DeepSeek V3.2 DeepSeek V3.2 none Release: 2025-12-01
Rank #3 #37
Avg Score 8.5 5.5
Consistency 8.7 8.4
Cost per result 0.870 0.220
Total Cost $0.105 $0.016
Tests Correct
Attempt pass rate 87.5% 54.2%
Flaky tests 3 3
Total Runs 48 48
Output Tokens 2,815 7,823
Reasoning Tokens 44,618 0
Response Time (avg) 29.39s 12.86s
Response Time (max) 168.71s 115.89s
Response Time (total) 470.29s 205.78s

Top Models by Score

Score vs Total Cost

Response Time (avg)

Avg Score vs Response Time (avg)

Total Output Tokens

Avg 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 10.0 10.0 100.0% 0 23.34s 990 7,037
DeepSeek V3.2 10.0 9.7 0.0% 0 8.79s 1,411 0
Combined 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 37.67s 506 4,299
DeepSeek V3.2 8.0 10.0 0.0% 0 115.89s 2,887 0
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Lite 9.9 10.0 100.0% 0 9.07s 246 1,742
DeepSeek V3.2 5.4 5.8 66.7% 1 9.42s 1,710 0
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Lite 4.0 7.2 55.6% 1 88.74s 15 23,897
DeepSeek V3.2 10.0 7.2 22.2% 1 1.61s 24 0
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Lite 7.0 3.6 66.7% 1 18.25s 304 1,620
DeepSeek V3.2 10.0 10.0 100.0% 0 2.86s 67 0
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 7.26s 71 1,480
DeepSeek V3.2 10.0 10.0 100.0% 0 1.52s 66 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Lite 9.3 7.9 88.9% 1 11.03s 461 3,532
DeepSeek V3.2 7.7 7.5 88.9% 1 7.37s 1,136 0
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 12.38s 222 1,011
DeepSeek V3.2 10.0 10.0 100.0% 0 11.85s 522 0

Quick Compare

Switch Comparison Pair