- Rank
- #299
- Total Output Tokens
- 40,277
- Response Time (avg)
- 51.99s
- Total Cost
- $0.026
Ring-2.6-1T vs Qwen3 Coder Next (medium)
Ring-2.6-1T leads on average score with 4.8 vs 4.6. Ring-2.6-1T has the lower benchmark cost at $0.026 vs $0.034. Qwen3 Coder Next (medium) is faster at 9.07s vs 51.99s, with pass rates of 45.5% vs 25.8%.
Compared models
- Rank
- #313
- Total Output Tokens
- 19,069
- Response Time (avg)
- 9.07s
- Total Cost
- $0.034
Recommended model
Ring-2.6-1T
It has the strongest score in this comparison (4.8) and the best overall balance of cost and response time across all 2 models.
Detailed comparison
| Metric | Ring-2.6-1T Ring-2.6-1T none | Qwen3 Coder Next Qwen3 Coder Next medium |
|---|---|---|
| Score | 4.8 | 4.6 |
| Rank | #299 | #313 |
| Reliability | 10.0 | 10.0 |
| Consistency | 9.3 | 8.6 |
| Attempts | 66/66 | 66/66 |
| Tests Correct | ||
| Attempt pass rate | 45.5% | 25.8% |
| Flaky tests | 2 | 4 |
| Total Runs | 66 | 66 |
| Cost per result | 0.037 | 1.058 |
| Total Cost | $0.026 | $0.034 |
| Input Price | $0.075 / 1M | $0.120 / 1M |
| Output Price | $0.625 / 1M | $0.800 / 1M |
| Total Input Tokens | 7,608 | 148,203 |
| Output Tokens | 40,277 | 19,069 |
| Reasoning Tokens | 0 | 0 |
| Response Time (avg) | 51.99s | 9.07s |
| Response Time (max) | 143.82s | 81.80s |
| Response Time (total) | 831.90s | 154.19s |
| Parameters | 1T total (63B active) | 80B total (3B active) |
| Availability | Open source | Open source |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#299 Ring-2.6-1T
none
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
- 0.0s
- Tokens
- 0 tok
#313 Qwen3 Coder Next
medium
Reached the allocated time limit (300 seconds) without receiving showcase output.
- Cost
- $0.000
- Time
- 300.0s
- 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 |
|---|---|---|---|---|---|---|---|---|---|
| Ring-2.6-1T | 9.2 | 8.4 | 91.7% | 1 | 43.33s | 810 | 5,575 | 0 | |
| Qwen3 Coder Next | 3.5 | 8.1 | 16.7% | 1 | 8.64s | 645 | 1,252 | 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 | 143.82s | 834 | 5,036 | 0 | |
| Qwen3 Coder Next | 3.7 | 7.2 | 22.2% | 1 | 924ms | 7,185 | 336 | 0 |
| Combined | 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 | 0ms | 0 | 0 | 0 | |
| Qwen3 Coder Next | 3.0 | 10.0 | 0.0% | 0 | 14.65s | 121,413 | 16,067 | 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 | 3.0 | 10.0 | 0.0% | 0 | 45.87s | 2,712 | 1,529 | 0 | |
| Qwen3 Coder Next | 6.5 | 10.0 | 50.0% | 0 | 81.80s | 7,758 | 246 | 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 | 5.3 | 7.2 | 44.4% | 1 | 56.85s | 882 | 18,051 | 0 | |
| Qwen3 Coder Next | 3.6 | 7.2 | 22.2% | 1 | 570ms | 762 | 25 | 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 | 4.3 | 10.0 | 0.0% | 0 | 15.63s | 561 | 846 | 0 | |
| Qwen3 Coder Next | 6.3 | 3.4 | 66.7% | 1 | 1.39s | 498 | 142 | 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 | 27.36s | 774 | 2,004 | 0 | |
| Qwen3 Coder Next | 6.3 | 10.0 | 50.0% | 0 | 7.49s | 684 | 63 | 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 | 7.7 | 10.0 | 66.7% | 0 | 31.47s | 792 | 3,469 | 0 | |
| Qwen3 Coder Next | 3.0 | 10.0 | 0.0% | 0 | 1.25s | 678 | 671 | 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 | 3.0 | 10.0 | 0.0% | 0 | 0ms | 0 | 0 | 0 | |
| Qwen3 Coder Next | 10.0 | 10.0 | 100.0% | 0 | 2.64s | 8,364 | 255 | 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 | 133.60s | 243 | 3,767 | 0 | |
| Qwen3 Coder Next | 3.0 | 10.0 | 0.0% | 0 | 399ms | 216 | 12 | 0 |
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