#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 Google: Gemini 3 Flash Preview
Summary
Gemini 3 Flash Preview (medium) leads on average score with 9.6 vs 7.4. Seed-2.0-Mini (medium) has the lower benchmark cost at $0.044 vs $0.667. Gemini 3 Flash Preview (medium) is faster at 18.64s vs 80.22s, with pass rates of 57.1% vs 98.4%.
Recommended modelGemini 3 Flash Preview (medium)It has the best score here (9.6), while responding about 4.3x faster than Seed-2.0-Mini (medium).
Last updated at: 2026-07-14
| Metric | Seed-2.0-Mini Seed-2.0-Mini medium | Gemini 3 Flash Preview Gemini 3 Flash Preview medium |
|---|---|---|
| Score | 7.4 | 9.6 |
| Rank | #66 | #2 |
| Reliability | 6.7 | 10.0 |
| Consistency | 9.3 | 9.7 |
| Tests Correct | ||
| Attempt pass rate | 57.1% | 98.4% |
| Flaky tests | 2 | 1 |
| Total Runs | 63 | 63 |
| Cost per result | 0.397 | 3.335 |
| Total Cost | $0.044 | $0.667 |
| Input Price | $0.100 / 1M | $0.500 / 1M |
| Output Price | $0.400 / 1M | $3.000 / 1M |
| Total Input Tokens | 41,904 | 37,017 |
| Output Tokens | 2,555 | 2,006 |
| Reasoning Tokens | 95,974 | 214,153 |
| Response Time (avg) | 80.22s | 18.64s |
| Response Time (max) | 262.83s | 117.26s |
| Response Time (total) | 1363.72s | 391.35s |
Generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#2 Gemini 3 Flash Preview
medium- Cost
- $0.010
- Time
- 17.9s
- Tokens
- 3,236 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 | |
| Gemini 3 Flash Preview | 8.6 | 7.6 | 88.9% | 1 | 84.40s | 8,122 | 462 | 161,084 |
Quick Compare
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