Navigate
AI BENCHY
Your ad here

AI BENCHY Compare

ByteDance Seed: Seed-2.0-Lite vs Hunter Alpha

Last updated at: 2026-03-12

Metric Seed-2.0-Lite Seed-2.0-Lite none Release: 2026-02-14 Hunter Alpha Hunter Alpha medium Release: Unknown release date
Rank #45 #35
Avg Score 4.9 5.9
Consistency 7.4 7.6
Cost per result 0.214 0.000
Total Cost $0.015 $0.000
Tests Correct
Attempt pass rate 56.3% 68.8%
Flaky tests 5 5
Total Runs 48 48
Output Tokens 2,743 4,686
Reasoning Tokens 0 17,821
Response Time (avg) 2.49s 10.71s
Response Time (max) 6.70s 30.53s
Response Time (total) 39.91s 171.41s

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 4.6 22.2% 2 2.93s 703 0
Hunter Alpha 7.0 7.2 88.9% 1 4.93s 441 1,003
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 0.0% 0 6.59s 498 0
Hunter Alpha 10.0 1.6 66.7% 1 30.53s 792 3,456
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 1.82s 246 0
Hunter Alpha 9.9 10.0 100.0% 0 23.16s 1,488 8,017
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Lite 10.0 7.2 22.2% 1 1.33s 17 0
Hunter Alpha 10.0 10.0 0.0% 0 10.52s 892 2,406
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
Hunter Alpha 8.0 3.7 66.7% 1 6.44s 116 260
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
Hunter Alpha 9.5 10.0 100.0% 0 4.18s 208 465
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Lite 4.0 4.4 55.6% 2 2.46s 620 0
Hunter Alpha 4.3 4.7 66.7% 2 5.36s 441 1,310
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
Hunter Alpha 10.0 10.0 100.0% 0 17.33s 308 904

Quick Compare

Switch Comparison Pair