- Rank
- #160
- Total Output Tokens
- 165,031
- Response Time (avg)
- 68.80s
- Total Cost
- $0.102
Ring-2.6-1T (medium) vs Qwen3.6 Max Preview
Qwen3.6 Max Preview leads on average score with 6.4 vs 6.4. Ring-2.6-1T (medium) has the lower benchmark cost at $0.102 vs $0.228. Qwen3.6 Max Preview is faster at 7.82s vs 68.80s, with pass rates of 59.1% vs 56.1%.
- Rank
- #154
- Total Output Tokens
- 19,257
- Response Time (avg)
- 7.82s
- Total Cost
- $0.228
Recommended model
Qwen3.6 Max Preview
It has the best score here (6.4), while responding about 8.8x faster than Ring-2.6-1T (medium).
Detailed comparison
| Metric | Ring-2.6-1T Ring-2.6-1T medium | Qwen3.6 Max Preview Qwen3.6 Max Preview none |
|---|---|---|
| Score | 6.4 | 6.4 |
| Rank | #160 | #154 |
| Reliability | 10.0 | 9.9 |
| Consistency | 8.9 | 9.3 |
| Attempts | 66/66 | 66/66 |
| Tests Correct | ||
| Attempt pass rate | 59.1% | 56.1% |
| Flaky tests | 3 | 2 |
| Total Runs | 66 | 66 |
| Cost per result | 0.654 | 2.248 |
| Total Cost | $0.102 | $0.228 |
| Input Price | $0.075 / 1M | $1.028 / 1M |
| Output Price | $0.625 / 1M | $6.162 / 1M |
| Total Input Tokens | 113,613 | 106,348 |
| Output Tokens | 122,706 | 19,257 |
| Reasoning Tokens | 42,325 | 0 |
| Response Time (avg) | 68.80s | 7.82s |
| Response Time (max) | 304.19s | 102.62s |
| Response Time (total) | 1375.99s | 172.04s |
| Parameters | 1T total (63B active) | ~1T total (~40B active) |
| Availability | Open source | Closed |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#160 Ring-2.6-1T
medium
Ring-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/ring-2.6-1t
- Cost
- $0.000
- Time
- 0.1s
- Tokens
- 0 tok
#154 Qwen3.6 Max Preview
none- Cost
- $0.025
- Time
- 83.9s
- Tokens
- 4,066 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 |
|---|---|---|---|---|---|---|---|---|---|
| Ring-2.6-1T | 10.0 | 10.0 | 100.0% | 0 | 42.21s | 810 | 3,833 | 4,891 | |
| Qwen3.6 Max Preview | 5.2 | 7.9 | 41.7% | 1 | 2.63s | 696 | 513 | 0 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Ring-2.6-1T | 5.3 | 10.0 | 33.3% | 0 | 59.65s | 834 | 1,369 | 3,985 | |
| Qwen3.6 Max Preview | 3.8 | 7.3 | 22.2% | 1 | 3.12s | 7,913 | 456 | 0 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Ring-2.6-1T | 7.3 | 5.8 | 83.3% | 1 | 257.28s | 92,535 | 101,651 | 6,088 | |
| Qwen3.6 Max Preview | 6.5 | 10.0 | 50.0% | 0 | 61.56s | 78,779 | 17,320 | 0 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Ring-2.6-1T | 6.5 | 10.0 | 50.0% | 0 | 37.36s | 8,046 | 840 | 1,937 | |
| Qwen3.6 Max Preview | 10.0 | 10.0 | 100.0% | 0 | 2.87s | 7,794 | 243 | 0 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Ring-2.6-1T | 3.6 | 7.2 | 22.2% | 1 | 65.30s | 882 | 9,371 | 14,584 | |
| Qwen3.6 Max Preview | 5.3 | 10.0 | 33.3% | 0 | 1.23s | 798 | 18 | 0 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Ring-2.6-1T | 4.1 | 10.0 | 0.0% | 0 | 58.26s | 561 | 150 | 583 | |
| Qwen3.6 Max Preview | 4.3 | 10.0 | 0.0% | 0 | 1.62s | 522 | 76 | 0 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Ring-2.6-1T | 9.8 | 10.0 | 100.0% | 0 | 11.78s | 774 | 266 | 1,831 | |
| Qwen3.6 Max Preview | 9.8 | 10.0 | 100.0% | 0 | 1.40s | 711 | 69 | 0 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Ring-2.6-1T | 5.9 | 7.2 | 55.6% | 1 | 20.73s | 792 | 697 | 2,479 | |
| Qwen3.6 Max Preview | 10.0 | 10.0 | 100.0% | 0 | 2.65s | 714 | 321 | 0 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Ring-2.6-1T | 10.0 | 10.0 | 100.0% | 0 | 104.44s | 8,136 | 234 | 1,531 | |
| Qwen3.6 Max Preview | 10.0 | 10.0 | 100.0% | 0 | 5.27s | 8,211 | 222 | 0 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Ring-2.6-1T | 3.0 | 10.0 | 0.0% | 0 | 113.91s | 243 | 4,295 | 4,416 | |
| Qwen3.6 Max Preview | 3.0 | 10.0 | 0.0% | 0 | 1.97s | 210 | 19 | 0 |
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