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 Elephant Alpha

Last updated at: 2026-05-22

Metric Seed-2.0-Lite Seed-2.0-Lite none Release: 2026-02-14 Elephant Alpha Elephant Alpha medium Release: 2026-04-14
Score 5.9 5.4
Rank #99 #122
Reliability 10.0 N/A
Consistency 7.9 9.6
Tests Correct
Attempt pass rate 50.0% 33.3%
Flaky tests 5 1
Total Runs 60 60
Cost per result 0.216 0.000
Total Cost $0.018 $0.000
Input Price $0.250 / 1M $0.000 / 1M
Output Price $2.000 / 1M $0.000 / 1M
Output Tokens 3,164 2,596
Reasoning Tokens 0 0
Response Time (avg) 2.44s 1.27s
Response Time (max) 6.70s 3.70s
Response Time (total) 48.71s 22.82s

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
Elephant Alpha 6.6 10.0 50.0% 0 1.19s 815 0
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Lite 6.8 9.9 50.0% 0 2.95s 404 0
Elephant Alpha 4.0 6.7 16.7% 1 1.30s 365 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
Elephant Alpha 3.0 10.0 0.0% 0 3.70s 562 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 10.0 10.0 100.0% 0 1.82s 246 0
Elephant Alpha 6.5 10.0 50.0% 0 979ms 246 0
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
Elephant Alpha 3.0 10.0 0.0% 0 925ms 24 0
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
Elephant Alpha 4.3 10.0 0.0% 0 920ms 105 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 1.06s 73 0
Elephant Alpha 9.8 10.0 100.0% 0 987ms 82 0
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
Elephant Alpha 5.3 10.0 33.3% 0 867ms 166 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 3.94s 292 0
Elephant Alpha 3.0 10.0 0.0% 0 2.83s 231 0
Trivia 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 1.96s 11 0
Elephant Alpha 0.0 0.0 0.0% 0 0ms 0 0

Quick Compare

Switch Comparison Pair