#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 OpenAI: GPT-5.6 Luna
Summary
GPT-5.6 Luna (high) leads on average score with 7.7 vs 7.4. Seed-2.0-Mini (medium) has the lower benchmark cost at $0.044 vs $0.924. GPT-5.6 Luna (high) is faster at 18.39s vs 80.22s, with pass rates of 57.1% vs 71.4%.
Recommended modelGPT-5.6 Luna (high)It has the best score here (7.7), while responding about 4.4x faster than Seed-2.0-Mini (medium).
Last updated at: 2026-07-14
| Metric | Seed-2.0-Mini Seed-2.0-Mini medium | GPT-5.6 Luna GPT-5.6 Luna high |
|---|---|---|
| Score | 7.4 | 7.7 |
| Rank | #66 | #52 |
| Reliability | 6.7 | 10.0 |
| Consistency | 9.3 | 8.8 |
| Tests Correct | ||
| Attempt pass rate | 57.1% | 71.4% |
| Flaky tests | 2 | 3 |
| Total Runs | 63 | 63 |
| Cost per result | 0.397 | 6.594 |
| Total Cost | $0.044 | $0.924 |
| Input Price | $0.100 / 1M | $1.000 / 1M |
| Output Price | $0.400 / 1M | $6.000 / 1M |
| Total Input Tokens | 41,904 | 35,699 |
| Output Tokens | 2,555 | 2,079 |
| Reasoning Tokens | 95,974 | 145,816 |
| Response Time (avg) | 80.22s | 18.39s |
| Response Time (max) | 262.83s | 111.09s |
| Response Time (total) | 1363.72s | 386.24s |
Generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#52 GPT-5.6 Luna
high- Cost
- $0.033
- Time
- 34.2s
- Tokens
- 5,484 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 | |
| GPT-5.6 Luna | 5.5 | 4.7 | 55.6% | 2 | 15.63s | 7,302 | 510 | 17,746 |
Quick Compare
Switch Comparison Pair
GPT-5.6 LunahighvsStep 3.7 FlashlowClaude Opus 4.6mediumvsGPT-5.6 LunahighGPT-5.6 LunahighvsGrok 4.3mediumSeed-2.0-MinimediumvsGemini 3 Flash PreviewlowClaude Opus 4.8lowvsGPT-5.6 LunahighGPT-5.6 LunahighvsQwen3.5-122B-A10BmediumKimi K2.6mediumFree AvailablevsGPT-5.6 LunahighGemini 3.1 Flash LitemediumvsGPT-5.6 LunahighGPT-5.6 LunahighvsQwen3.5 Plus 2026-04-20mediumGemini 3.1 Flash Lite PreviewmediumvsGPT-5.6 LunahighMiniMax M3mediumvsGPT-5.6 LunahighSeed-2.0-MinimediumvsGPT-5.3 Chatnone