#73 Claude Opus 4.8
none- Cost
- $0.053
- Time
- 22.0s
- Tokens
- 2,253 tok
AI BENCHY Compare
Anthropic: Claude Opus 4.8 vs ByteDance Seed: Seed-2.0-Mini
Summary
Seed-2.0-Mini (medium) leads on average score with 7.4 vs 7.2. Seed-2.0-Mini (medium) has the lower benchmark cost at $0.044 vs $0.539. Claude Opus 4.8 is faster at 3.48s vs 80.22s, with pass rates of 61.9% vs 57.1%.
Recommended modelClaude Opus 4.8Its score stays close to the best score here (7.2 vs 7.4), while responding about 23.1x faster than Seed-2.0-Mini (medium).
Last updated at: 2026-07-14
| Metric | Claude Opus 4.8 Claude Opus 4.8 none | Seed-2.0-Mini Seed-2.0-Mini medium |
|---|---|---|
| Score | 7.2 | 7.4 |
| Rank | #73 | #66 |
| Reliability | 10.0 | 6.7 |
| Consistency | 9.2 | 9.3 |
| Tests Correct | ||
| Attempt pass rate | 61.9% | 57.1% |
| Flaky tests | 2 | 2 |
| Total Runs | 63 | 63 |
| Cost per result | 4.485 | 0.397 |
| Total Cost | $0.539 | $0.044 |
| Input Price | $5.000 / 1M | $0.100 / 1M |
| Output Price | $25.000 / 1M | $0.400 / 1M |
| Total Input Tokens | 67,104 | 41,904 |
| Output Tokens | 8,107 | 2,555 |
| Reasoning Tokens | 0 | 95,974 |
| Response Time (avg) | 3.48s | 80.22s |
| Response Time (max) | 17.73s | 262.83s |
| Response Time (total) | 73.00s | 1363.72s |
Generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#66 Seed-2.0-Mini
medium- Cost
- $0.002
- Time
- 161.7s
- Tokens
- 4,379 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
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 4.8 | 5.5 | 10.0 | 33.3% | 0 | 3.29s | 10,590 | 1,332 | 0 | |
| Seed-2.0-Mini | 5.5 | 9.8 | 33.3% | 0 | 220.48s | 3,823 | 464 | 34,964 |
Quick Compare
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