- Rank
- #6
- Total Output Tokens
- 99,719
- Response Time (avg)
- 31.94s
- Total Cost
- $1.156
GPT-6.1 Sol (xhigh) vs GPT-6 Astra (max)
The average score is effectively tied at 9.9 vs 9.9. GPT-6.1 Sol (xhigh) has the lower benchmark cost at $1.156 vs $3.803. GPT-6.1 Sol (xhigh) is faster at 31.94s vs 61.27s, with pass rates of 97.0% vs 95.5%.
Compared models
- Rank
- #5
- Total Output Tokens
- 60,230
- Response Time (avg)
- 61.27s
- Total Cost
- $3.803
Recommended model
GPT-6.1 Sol (xhigh)
It has the best score here (9.9), while costing about 3.3x less than GPT-6 Astra (max).
Detailed comparison
| Metric | GPT-6.1 Sol GPT-6.1 Sol xhigh | GPT-6 Astra GPT-6 Astra max |
|---|---|---|
| Score | 9.9 | 9.9 |
| Rank | #6 | #5 |
| Reliability | 10.0 | 9.5 |
| Consistency | 9.6 | 10.0 |
| Attempts | 66/66 | 66/66 |
| Tests Correct | ||
| Attempt pass rate | 97.0% | 95.5% |
| Flaky tests | 1 | 0 |
| Total Runs | 66 | 66 |
| Cost per result | 5.504 | 18.106 |
| Total Cost | $1.156 | $3.803 |
| Input Price | $2.000 / 1M | $10.000 / 1M |
| Output Price | $10.000 / 1M | $50.000 / 1M |
| Total Input Tokens | 79,232 | 79,058 |
| Output Tokens | 4,811 | 4,853 |
| Reasoning Tokens | 94,908 | 55,377 |
| Response Time (avg) | 31.94s | 61.27s |
| Response Time (max) | 491.85s | 960.01s |
| Response Time (total) | 702.66s | 1347.96s |
| Parameters | ~2T total (~150B active) | ~2T total (~150B active) |
| Availability | Closed | Closed |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#6 GPT-6.1 Sol
xhigh- Cost
- $0.147
- Time
- 279.4s
- Tokens
- 14,790 tok
#5 GPT-6 Astra
max
Reached the allocated time limit (600 seconds) without receiving showcase output.
- Cost
- $0.000
- Time
- 600.0s
- Tokens
- 0 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 |
|---|---|---|---|---|---|---|---|---|---|
| GPT-6.1 Sol | 10.0 | 10.0 | 100.0% | 0 | 3.86s | 606 | 164 | 886 | |
| GPT-6 Astra | 10.0 | 10.0 | 100.0% | 0 | 4.87s | 606 | 171 | 1,982 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-6.1 Sol | 10.0 | 10.0 | 100.0% | 0 | 10.65s | 7,302 | 393 | 4,483 | |
| GPT-6 Astra | 10.0 | 10.0 | 100.0% | 0 | 14.64s | 7,302 | 395 | 8,298 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-6.1 Sol | 10.0 | 10.0 | 100.0% | 0 | 34.38s | 56,024 | 3,244 | 8,146 | |
| GPT-6 Astra | 10.0 | 10.0 | 100.0% | 0 | 64.02s | 56,162 | 3,313 | 18,967 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-6.1 Sol | 10.0 | 10.0 | 100.0% | 0 | 2.88s | 7,140 | 234 | 343 | |
| GPT-6 Astra | 10.0 | 10.0 | 100.0% | 0 | 4.78s | 7,140 | 234 | 944 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-6.1 Sol | 7.6 | 7.2 | 77.8% | 1 | 177.33s | 732 | 68 | 76,624 | |
| GPT-6 Astra | 7.7 | 10.0 | 66.7% | 0 | 356.37s | 420 | 42 | 14,986 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-6.1 Sol | 10.0 | 10.0 | 100.0% | 0 | 8.78s | 477 | 113 | 983 | |
| GPT-6 Astra | 10.0 | 10.0 | 100.0% | 0 | 13.69s | 477 | 110 | 1,823 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-6.1 Sol | 10.0 | 10.0 | 100.0% | 0 | 3.78s | 660 | 93 | 654 | |
| GPT-6 Astra | 10.0 | 10.0 | 100.0% | 0 | 6.34s | 660 | 93 | 1,669 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-6.1 Sol | 10.0 | 10.0 | 100.0% | 0 | 4.87s | 642 | 212 | 1,084 | |
| GPT-6 Astra | 10.0 | 10.0 | 100.0% | 0 | 7.32s | 642 | 201 | 2,765 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-6.1 Sol | 10.0 | 10.0 | 100.0% | 0 | 10.29s | 5,454 | 260 | 842 | |
| GPT-6 Astra | 10.0 | 10.0 | 100.0% | 0 | 20.65s | 5,454 | 264 | 2,786 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-6.1 Sol | 10.0 | 10.0 | 100.0% | 0 | 7.51s | 195 | 30 | 863 | |
| GPT-6 Astra | 10.0 | 10.0 | 100.0% | 0 | 8.91s | 195 | 30 | 1,157 |
Quick Compare
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