- Rank
- #171
- Total Output Tokens
- 150,107
- Response Time (avg)
- 6.66s
- Total Cost
- $0.037
Mercury 2.5 Preview (medium) vs GPT-6 Sol
The average score is effectively tied at 6.8 vs 6.8. Mercury 2.5 Preview (medium) has the lower benchmark cost at $0.037 vs $0.551. Mercury 2.5 Preview (medium) is faster at 6.66s vs 9.02s, with pass rates of 66.7% vs 63.8%.
Compared models
- Rank
- #172
- Total Output Tokens
- 7,989
- Response Time (avg)
- 9.02s
- Total Cost
- $0.551
Recommended model
Mercury 2.5 Preview (medium)
It has the best score here (6.8), while costing about 15.0x less than GPT-6 Sol.
Detailed comparison
| Metric | Mercury 2.5 Preview Mercury 2.5 Preview medium | GPT-6 Sol GPT-6 Sol none |
|---|---|---|
| Score | 6.8 | 6.8 |
| Rank | #171 | #172 |
| Reliability | 10.0 | 10.0 |
| Consistency | 9.6 | 8.5 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 66.7% | 63.8% |
| Flaky tests | 1 | 4 |
| Total Runs | 69 | 69 |
| Cost per result | 0.244 | 4.232 |
| Total Cost | $0.037 | $0.551 |
| Input Price | $0.000 / 1M | $2.000 / 1M |
| Output Price | $0.000 / 1M | $10.000 / 1M |
| Total Input Tokens | 397,291 | 235,086 |
| Output Tokens | 6,355 | 7,989 |
| Reasoning Tokens | 143,752 | 0 |
| Response Time (avg) | 6.66s | 9.02s |
| Response Time (max) | 74.63s | 57.02s |
| Response Time (total) | 153.29s | 207.45s |
| Parameters | ~100B | ~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.
#171 Mercury 2.5 Preview
medium- Cost
- $0.001
- Time
- 2.7s
- Tokens
- 2,241 tok
#172 GPT-6 Sol
none- Cost
- $0.030
- Time
- 31.9s
- Tokens
- 3,055 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
| Agentic | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Mercury 2.5 Preview | 3.9 | 9.6 | 0.0% | 0 | 74.63s | 284,578 | 919 | 22,154 | |
| GPT-6 Sol | 5.0 | 10.0 | 0.0% | 0 | 57.02s | 128,754 | 1,293 | 0 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Mercury 2.5 Preview | 10.0 | 10.0 | 100.0% | 0 | 1.43s | 781 | 203 | 7,921 | |
| GPT-6 Sol | 6.9 | 5.8 | 75.0% | 2 | 1.23s | 606 | 141 | 0 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Mercury 2.5 Preview | 7.8 | 10.0 | 66.7% | 0 | 3.86s | 7,839 | 552 | 22,126 | |
| GPT-6 Sol | 5.5 | 10.0 | 33.3% | 0 | 12.23s | 7,302 | 389 | 0 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Mercury 2.5 Preview | 6.5 | 10.0 | 50.0% | 0 | 13.86s | 92,663 | 3,607 | 41,588 | |
| GPT-6 Sol | 6.5 | 10.0 | 50.0% | 0 | 10.61s | 83,124 | 5,296 | 0 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Mercury 2.5 Preview | 10.0 | 10.0 | 100.0% | 0 | 2.77s | 8,292 | 514 | 11,354 | |
| GPT-6 Sol | 10.0 | 10.0 | 100.0% | 0 | 20.98s | 7,140 | 222 | 0 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Mercury 2.5 Preview | 5.3 | 7.2 | 44.4% | 1 | 3.72s | 853 | 62 | 17,120 | |
| GPT-6 Sol | 5.3 | 7.2 | 44.4% | 1 | 3.41s | 732 | 52 | 0 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Mercury 2.5 Preview | 5.0 | 10.0 | 0.0% | 0 | 2.09s | 538 | 99 | 3,375 | |
| GPT-6 Sol | 10.0 | 10.0 | 100.0% | 0 | 23.89s | 477 | 81 | 0 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Mercury 2.5 Preview | 9.8 | 10.0 | 100.0% | 0 | 1.35s | 744 | 96 | 3,987 | |
| GPT-6 Sol | 10.0 | 10.0 | 100.0% | 0 | 1.23s | 660 | 81 | 0 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Mercury 2.5 Preview | 10.0 | 10.0 | 100.0% | 0 | 1.87s | 771 | 274 | 7,323 | |
| GPT-6 Sol | 7.6 | 7.2 | 77.8% | 1 | 1.40s | 642 | 187 | 0 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Mercury 2.5 Preview | 3.0 | 10.0 | 0.0% | 0 | 2.37s | 0 | 0 | 0 | |
| GPT-6 Sol | 10.0 | 10.0 | 100.0% | 0 | 3.43s | 5,454 | 226 | 0 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Mercury 2.5 Preview | 3.0 | 10.0 | 0.0% | 0 | 4.13s | 232 | 29 | 6,804 | |
| GPT-6 Sol | 3.0 | 10.0 | 0.0% | 0 | 1.45s | 195 | 21 | 0 |
Quick Compare
Switch Comparison Pair
Mercury 2.5 PreviewmediumvsInklinglowFree AvailableGPT-6 SolnonevsInklinglowFree AvailableGPT-6 SolnonevsQwen3.5-FlashmediumKimi K2.6mediumvsGPT-6 SolnoneClaude Opus 4.8nonevsMercury 2.5 PreviewmediumClaude Sonnet 5.5lowvsMercury 2.5 PreviewmediumMercury 2.5 PreviewmediumvsGPT-5.6 LunalowGPT-6 SolnonevsSpace Bunny AlphamaxClaude Sonnet 5.5lowvsGPT-6 SolnoneEmber-1highvsMercury 2.5 PreviewmediumMercury 2.5 PreviewmediumvsSpace Bunny AlphamaxGemma 4 31BmediumFree AvailablevsGPT-6 Solnone