- Rank
- #353
- Total Output Tokens
- 86,367
- Response Time (avg)
- 7.05s
- Total Cost
- $0.023
Mercury 2.5 Preview (default) vs Ling 2.6 1t (default)
Ling 2.6 1t (default) leads on average score with 4.9 vs 4.7. Ling 2.6 1t (default) has the lower benchmark cost at $0.016 vs $0.023. Mercury 2.5 Preview (default) is faster at 7.05s vs 8.16s, with pass rates of 29.0% vs 17.4%.
Compared models
- Rank
- #346
- Total Output Tokens
- 11,555
- Response Time (avg)
- 8.16s
- Total Cost
- $0.016
Recommended model
Ling 2.6 1t (default)
It has the best score here (4.9), while costing about 1.5x less than Mercury 2.5 Preview (default).
Detailed comparison
| Metric | Mercury 2.5 Preview Mercury 2.5 Preview default | Ling 2.6 1t Ling 2.6 1t default |
|---|---|---|
| Score | 4.7 | 4.9 |
| Rank | #353 | #346 |
| Reliability | 9.9 | 10.0 |
| Consistency | 8.3 | 10.0 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 29.0% | 17.4% |
| Flaky tests | 5 | 0 |
| Total Runs | 69 | 69 |
| Cost per result | 0.559 | 0.278 |
| Total Cost | $0.023 | $0.016 |
| Input Price | $0.040 / 1M | $0.075 / 1M |
| Output Price | $0.150 / 1M | $0.625 / 1M |
| Cache Read Price | N/A | N/A |
| Cache Write Price | N/A | N/A |
| Total Input Tokens | 250,541 | 106,423 |
| Output Tokens | 86,367 | 11,555 |
| Reasoning Tokens | 0 | 0 |
| Response Time (avg) | 7.05s | 8.16s |
| Response Time (max) | 84.96s | 25.72s |
| Response Time (total) | 162.25s | 163.24s |
| Parameters | ~100B | 1T total (63B active) |
| Availability | Closed | Open source |
Cache prices apply to input tokens. Reads reuse cached prompts; writes store them and can cost extra. Output tokens use the output price.
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#353 Mercury 2.5 Preview
default
Invalid SVG
- Cost
- $0.001
- Time
- 3.3s
- Tokens
- 3,122 tok
#346 Ling 2.6 1t
default
Ling-2.6-1T is no longer available as a free model. It has transitioned to a paid model. Continue using it here: https://openrouter.ai/inclusionai/ling-2.6-1t
- Cost
- $0.000
- Time
- 0.1s
- Tokens
- 0 tok
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 | 84.96s | 120,245 | 3,782 | 0 | |
| Ling 2.6 1t | 3.0 | 10.0 | 0.0% | 0 | 38ms | 0 | 0 | 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 | 3.8 | 8.3 | 16.7% | 1 | 655ms | 812 | 256 | 0 | |
| Ling 2.6 1t | 3.4 | 10.0 | 0.0% | 0 | 6.55s | 726 | 777 | 0 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Mercury 2.5 Preview | 4.7 | 7.9 | 22.2% | 1 | 459ms | 7,850 | 650 | 0 | |
| Ling 2.6 1t | 3.8 | 10.0 | 0.0% | 0 | 10.57s | 813 | 381 | 0 |
| Combined | 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 | 31.28s | 101,129 | 80,273 | 0 | |
| Ling 2.6 1t | 6.5 | 10.0 | 50.0% | 0 | 23.79s | 80,539 | 9,304 | 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 | 6.3 | 5.8 | 66.7% | 1 | 1.04s | 8,333 | 672 | 0 | |
| Ling 2.6 1t | 10.0 | 10.0 | 100.0% | 0 | 1.37s | 8,313 | 285 | 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 | 3.6 | 7.2 | 22.2% | 1 | 631ms | 875 | 40 | 0 | |
| Ling 2.6 1t | 3.0 | 10.0 | 0.0% | 0 | 1.08s | 819 | 27 | 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 | 482ms | 544 | 85 | 0 | |
| Ling 2.6 1t | 5.0 | 10.0 | 0.0% | 0 | 20.34s | 540 | 140 | 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 | 6.3 | 10.0 | 50.0% | 0 | 1.26s | 753 | 73 | 0 | |
| Ling 2.6 1t | 6.4 | 10.0 | 50.0% | 0 | 5.36s | 732 | 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 | 5.6 | 7.4 | 44.4% | 1 | 684ms | 796 | 292 | 0 | |
| Ling 2.6 1t | 3.1 | 10.0 | 0.0% | 0 | 5.36s | 729 | 131 | 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 | 10.0 | 10.0 | 100.0% | 0 | 1.29s | 8,969 | 229 | 0 | |
| Ling 2.6 1t | 3.0 | 10.0 | 0.0% | 0 | 25.72s | 13,212 | 429 | 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 | 419ms | 235 | 15 | 0 | |
| Ling 2.6 1t | 3.0 | 10.0 | 0.0% | 0 | 0ms | 0 | 0 | 0 |
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