Navigate
AI BENCHY
Your ad here

AI BENCHY Compare

Anthropic: Claude Opus 4.7 vs ByteDance Seed: Seed-2.0-Lite

Last updated at: 2026-04-16

Metric Claude Opus 4.7 Claude Opus 4.7 none Release: 2026-04-16 Seed-2.0-Lite Seed-2.0-Lite medium Release: 2026-02-14
Score 9.2 8.6
Rank #4 #6
Consistency 10.0 8.8
Tests Correct
Attempt pass rate 88.9% 83.3%
Flaky tests 0 3
Total Runs 54 54
Cost per result 3.155 0.926
Total Cost $0.505 $0.121
Input Price $5.000 / 1M $0.250 / 1M
Output Price $25.000 / 1M $2.000 / 1M
Output Tokens 6,326 3,257
Reasoning Tokens 0 52,042
Response Time (avg) 3.13s 30.37s
Response Time (max) 18.27s 168.71s
Response Time (total) 56.33s 546.72s

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
Claude Opus 4.7 8.3 10.0 75.0% 0 2.12s 522 0
Seed-2.0-Lite 8.3 10.0 75.0% 0 17.99s 996 7,142
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Claude Opus 4.7 10.0 10.0 100.0% 0 2.84s 494 0
Seed-2.0-Lite 10.0 10.0 100.0% 0 74.49s 436 7,319
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Claude Opus 4.7 9.5 10.0 100.0% 0 18.27s 3,504 0
Seed-2.0-Lite 10.0 10.0 100.0% 0 37.67s 506 4,299
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Claude Opus 4.7 10.0 10.0 100.0% 0 2.15s 324 0
Seed-2.0-Lite 10.0 10.0 100.0% 0 9.07s 246 1,742
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Claude Opus 4.7 7.7 10.0 66.7% 0 1.19s 78 0
Seed-2.0-Lite 5.9 7.2 55.6% 1 88.74s 15 23,897
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Claude Opus 4.7 10.0 10.0 100.0% 0 3.47s 257 0
Seed-2.0-Lite 6.7 3.6 66.7% 1 18.25s 304 1,620
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Claude Opus 4.7 10.0 10.0 100.0% 0 1.46s 114 0
Seed-2.0-Lite 10.0 10.0 100.0% 0 7.26s 71 1,480
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Claude Opus 4.7 10.0 10.0 100.0% 0 2.58s 661 0
Seed-2.0-Lite 9.0 7.9 88.9% 1 11.03s 461 3,532
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Claude Opus 4.7 10.0 10.0 100.0% 0 4.74s 372 0
Seed-2.0-Lite 10.0 10.0 100.0% 0 12.38s 222 1,011

Quick Compare

Switch Comparison Pair