#66 Seed-2.0-Mini
medium- Cost
- $0.002
- Time
- 161.7s
- Tokens
- 4,379 tok
AI BENCHY Compare
ByteDance Seed: Seed-2.0-Mini vs StepFun: Step 3.7 Flash
Summary
Step 3.7 Flash (low) leads on average score with 7.7 vs 7.4. Seed-2.0-Mini (medium) has the lower benchmark cost at $0.044 vs $0.341. Step 3.7 Flash (low) is faster at 15.74s vs 80.22s, with pass rates of 57.1% vs 68.3%.
Recommended modelStep 3.7 Flash (low)It has the best score here (7.7), while responding about 5.1x faster than Seed-2.0-Mini (medium).
Last updated at: 2026-07-14
| Metric | Seed-2.0-Mini Seed-2.0-Mini medium | Step 3.7 Flash Step 3.7 Flash low |
|---|---|---|
| Score | 7.4 | 7.7 |
| Rank | #66 | #51 |
| Reliability | 6.7 | 10.0 |
| Consistency | 9.3 | 8.4 |
| Tests Correct | ||
| Attempt pass rate | 57.1% | 68.3% |
| Flaky tests | 2 | 4 |
| Total Runs | 63 | 63 |
| Cost per result | 0.397 | 2.840 |
| Total Cost | $0.044 | $0.341 |
| Input Price | $0.100 / 1M | $0.200 / 1M |
| Output Price | $0.400 / 1M | $1.150 / 1M |
| Total Input Tokens | 41,904 | 40,101 |
| Output Tokens | 2,555 | 289,325 |
| Reasoning Tokens | 95,974 | 0 |
| Response Time (avg) | 80.22s | 15.74s |
| Response Time (max) | 262.83s | 124.75s |
| Response Time (total) | 1363.72s | 330.63s |
Generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#51 Step 3.7 Flash
low
Invalid SVG
- Cost
- $0.004
- Time
- 25.3s
- Tokens
- 3,072 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 |
|---|---|---|---|---|---|---|---|---|---|
| Seed-2.0-Mini | 5.5 | 9.8 | 33.3% | 0 | 220.48s | 3,823 | 464 | 34,964 | |
| Step 3.7 Flash | 8.2 | 7.2 | 88.9% | 1 | 9.46s | 7,437 | 18,685 | 0 |
Quick Compare
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