- Rank
- #39
- Total Output Tokens
- 727,349
- Response Time (avg)
- 83.04s
- Total Cost
- $7.545
Claude Sonnet 5.5 (max) vs Seed 2.1 Turbo (high)
Claude Sonnet 5.5 (max) leads on average score with 9.0 vs 8.9. Seed 2.1 Turbo (high) has the lower benchmark cost at $1.797 vs $7.545. Claude Sonnet 5.5 (max) is faster at 83.04s vs 173.96s, with pass rates of 81.8% vs 78.8%.
Compared models
- Rank
- #46
- Total Output Tokens
- 697,731
- Response Time (avg)
- 173.96s
- Total Cost
- $1.797
Recommended model
Seed 2.1 Turbo (high)
Its score stays close to the best score here (8.9 vs 9.0), while costing about 4.2x less than Claude Sonnet 5.5 (max).
Detailed comparison
| Metric | Claude Sonnet 5.5 Claude Sonnet 5.5 max | Seed 2.1 Turbo Seed 2.1 Turbo high |
|---|---|---|
| Score | 9.0 | 8.9 |
| Rank | #39 | #46 |
| Reliability | 10.0 | 10.0 |
| Consistency | 9.4 | 8.9 |
| Attempts | 66/66 | 66/66 |
| Tests Correct | ||
| Attempt pass rate | 81.8% | 78.8% |
| Flaky tests | 2 | 3 |
| Total Runs | 66 | 66 |
| Cost per result | 44.380 | 11.230 |
| Total Cost | $7.545 | $1.797 |
| Input Price | $2.000 / 1M | $0.500 / 1M |
| Output Price | $10.000 / 1M | $2.500 / 1M |
| Total Input Tokens | 135,496 | 104,695 |
| Output Tokens | 8,153 | 6,645 |
| Reasoning Tokens | 719,196 | 691,086 |
| Response Time (avg) | 83.04s | 173.96s |
| Response Time (max) | 488.39s | 584.71s |
| Response Time (total) | 1826.84s | 3827.19s |
| Parameters | ~1T total (~100B active) | ~200B total (~20B active) |
| Availability | Closed | Closed |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#39 Claude Sonnet 5.5
max
OpenRouter returned no showcase content (finish_reason: length).
- Cost
- $0.000
- Time
- 571.7s
- Tokens
- 0 tok
#46 Seed 2.1 Turbo
high- Cost
- $0.058
- Time
- 355.4s
- Tokens
- 23,053 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
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5.5 | 10.0 | 10.0 | 100.0% | 0 | 5.39s | 858 | 397 | 3,109 | |
| Seed 2.1 Turbo | 8.2 | 7.9 | 83.3% | 1 | 47.01s | 906 | 374 | 31,640 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5.5 | 10.0 | 10.0 | 100.0% | 0 | 55.26s | 10,608 | 580 | 70,730 | |
| Seed 2.1 Turbo | 10.0 | 10.0 | 100.0% | 0 | 336.02s | 8,220 | 370 | 194,578 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5.5 | 10.0 | 10.0 | 100.0% | 0 | 113.57s | 97,957 | 5,219 | 95,067 | |
| Seed 2.1 Turbo | 10.0 | 10.0 | 100.0% | 0 | 408.85s | 74,377 | 4,732 | 152,138 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5.5 | 10.0 | 10.0 | 100.0% | 0 | 16.07s | 10,515 | 312 | 10,487 | |
| Seed 2.1 Turbo | 10.0 | 10.0 | 100.0% | 0 | 33.70s | 8,544 | 246 | 11,954 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5.5 | 5.3 | 10.0 | 33.3% | 0 | 401.38s | 990 | 19 | 485,043 | |
| Seed 2.1 Turbo | 2.9 | 7.2 | 11.1% | 1 | 506.22s | 828 | 10 | 268,420 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5.5 | 5.1 | 3.4 | 33.3% | 1 | 56.66s | 714 | 322 | 20,156 | |
| Seed 2.1 Turbo | 6.5 | 3.4 | 66.7% | 1 | 25.69s | 573 | 206 | 3,897 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5.5 | 8.5 | 6.8 | 83.3% | 1 | 6.24s | 921 | 98 | 2,263 | |
| Seed 2.1 Turbo | 9.8 | 10.0 | 100.0% | 0 | 7.66s | 816 | 71 | 1,918 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5.5 | 10.0 | 10.0 | 100.0% | 0 | 6.17s | 912 | 578 | 3,186 | |
| Seed 2.1 Turbo | 10.0 | 10.0 | 100.0% | 0 | 27.26s | 867 | 399 | 13,904 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5.5 | 10.0 | 10.0 | 100.0% | 0 | 41.40s | 11,757 | 354 | 12,232 | |
| Seed 2.1 Turbo | 10.0 | 10.0 | 100.0% | 0 | 25.97s | 9,297 | 228 | 1,221 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5.5 | 3.0 | 10.0 | 0.0% | 0 | 47.01s | 264 | 274 | 16,923 | |
| Seed 2.1 Turbo | 3.0 | 10.0 | 0.0% | 0 | 78.58s | 267 | 9 | 11,416 |
Quick Compare
Switch Comparison Pair
Seed 2.1 TurbohighvsParetononeClaude Sonnet 5.5maxvsQwen3.8 MaxmediumClaude Sonnet 5.5maxvsGPT-5.5mediumClaude Sonnet 5.5maxvsGemini 3.5 FlashmediumClaude Sonnet 5.5maxvsGrok 4.5highSeed 2.1 TurbohighvsGPT-5.3-CodexmediumClaude Sonnet 5.5maxvsQwen3.8 Max (0902)highClaude Sonnet 5.5maxvsGPT-5.3-CodexmediumClaude Sonnet 5.5maxvsQwen3.7 MaxmediumClaude Sonnet 5.5maxvsMuse Spark 1.3highSeed 2.1 TurbohighvsGemini 3.5 FlashlowSeed 2.1 TurbohighvsQwen3.8 Maxmedium