- Rank
- #382
- Total Output Tokens
- 14,903
- Response Time (avg)
- 10.21s
- Total Cost
- $0.002
Ling 2.6 Flash (default) vs Ring 2.6 1t (default)
The average score is effectively tied at 4.5 vs 4.5. Ling 2.6 Flash (default) has the lower benchmark cost at $0.002 vs $0.026. Ling 2.6 Flash (default) is faster at 10.21s vs 48.94s, with pass rates of 29.0% vs 43.5%.
Compared models
- Rank
- #384
- Total Output Tokens
- 40,277
- Response Time (avg)
- 48.94s
- Total Cost
- $0.026
Recommended model
Ling 2.6 Flash (default)
It has the best score here (4.5), while costing about 16.2x less than Ring 2.6 1t (default).
Detailed comparison
| Metric | Ling 2.6 Flash Ling 2.6 Flash default | Ring 2.6 1t Ring 2.6 1t default |
|---|---|---|
| Score | 4.5 | 4.5 |
| Rank | #382 | #384 |
| Reliability | 9.6 | 10.0 |
| Consistency | 9.3 | 9.4 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 29.0% | 43.5% |
| Flaky tests | 2 | 2 |
| Total Runs | 69 | 69 |
| Cost per result | 0.024 | 0.037 |
| Total Cost | $0.002 | $0.026 |
| Input Price | $0.010 / 1M | $0.075 / 1M |
| Output Price | $0.030 / 1M | $0.625 / 1M |
| Cache Read Price | N/A | N/A |
| Cache Write Price | N/A | N/A |
| Total Input Tokens | 114,384 | 7,608 |
| Output Tokens | 14,903 | 17,529 |
| Reasoning Tokens | 0 | 34,499 |
| Response Time (avg) | 10.21s | 48.94s |
| Response Time (max) | 36.03s | 143.82s |
| Response Time (total) | 214.31s | 831.92s |
| Parameters | 104B total (7.4B active) | 1T total (63B active) |
| Availability | Open source | 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.
#382 Ling 2.6 Flash
default
Ling-2.6-flash 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-flash
- Cost
- $0.000
- Time
- 0.0s
- Tokens
- 0 tok
#384 Ring 2.6 1t
default
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
Category Breakdown
| Agentic | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Ling 2.6 Flash | 3.0 | 10.0 | 0.0% | 0 | 32ms | 0 | 0 | 0 | |
| Ring 2.6 1t | 3.0 | 10.0 | 0.0% | 0 | 19ms | 0 | 0 | 0 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Ling 2.6 Flash | 6.8 | 8.1 | 58.3% | 1 | 11.81s | 726 | 573 | 0 | |
| Ring 2.6 1t | 9.2 | 8.4 | 91.7% | 1 | 43.33s | 810 | 1,297 | 4,278 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Ling 2.6 Flash | 5.3 | 10.0 | 33.3% | 0 | 11.21s | 813 | 381 | 0 | |
| Ring 2.6 1t | 5.3 | 10.0 | 33.3% | 0 | 143.82s | 834 | 1,071 | 3,965 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Ling 2.6 Flash | 3.0 | 10.0 | 0.0% | 0 | 35.69s | 94,475 | 13,094 | 0 | |
| Ring 2.6 1t | 3.0 | 10.0 | 0.0% | 0 | 0ms | 0 | 0 | 0 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Ling 2.6 Flash | 6.5 | 10.0 | 50.0% | 0 | 8.48s | 8,004 | 246 | 0 | |
| Ring 2.6 1t | 3.0 | 10.0 | 0.0% | 0 | 45.87s | 2,712 | 445 | 1,084 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Ling 2.6 Flash | 3.0 | 10.0 | 0.0% | 0 | 5.20s | 819 | 24 | 0 | |
| Ring 2.6 1t | 5.3 | 7.2 | 44.4% | 1 | 56.85s | 882 | 9,842 | 15,942 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Ling 2.6 Flash | 4.0 | 10.0 | 0.0% | 0 | 1.45s | 540 | 109 | 0 | |
| Ring 2.6 1t | 4.3 | 10.0 | 0.0% | 0 | 15.63s | 561 | 135 | 711 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Ling 2.6 Flash | 9.8 | 10.0 | 100.0% | 0 | 5.52s | 732 | 81 | 0 | |
| Ring 2.6 1t | 9.8 | 10.0 | 100.0% | 0 | 27.36s | 774 | 255 | 1,749 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Ling 2.6 Flash | 2.9 | 7.2 | 11.1% | 1 | 6.51s | 729 | 151 | 0 | |
| Ring 2.6 1t | 7.7 | 10.0 | 66.7% | 0 | 31.47s | 792 | 717 | 2,752 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Ling 2.6 Flash | 3.0 | 10.0 | 0.0% | 0 | 18.80s | 7,324 | 229 | 0 | |
| Ring 2.6 1t | 3.0 | 10.0 | 0.0% | 0 | 0ms | 0 | 0 | 0 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Ling 2.6 Flash | 3.0 | 10.0 | 0.0% | 0 | 1.06s | 222 | 15 | 0 | |
| Ring 2.6 1t | 3.0 | 10.0 | 0.0% | 0 | 133.60s | 243 | 3,767 | 4,018 |
Quick Compare
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