- Rank
- #262
- Total Output Tokens
- 165,031
- Response Time (avg)
- 65.52s
- Total Cost
- $0.102
Ring 2.6 1t (medium) vs Nemotron 3 Ultra
Nemotron 3 Ultra leads on average score with 5.9 vs 5.7. Ring 2.6 1t (medium) has the lower benchmark cost at $0.102 vs $0.164. Nemotron 3 Ultra is faster at 6.76s vs 65.52s, with pass rates of 56.5% vs 40.6%.
Compared models
- Rank
- #256
- Total Output Tokens
- 11,544
- Response Time (avg)
- 6.76s
- Total Cost
- $0.164
Recommended model
Nemotron 3 Ultra
It has the best score here (5.9), while responding about 9.7x faster than Ring 2.6 1t (medium).
Detailed comparison
| Metric | Ring 2.6 1t Ring 2.6 1t medium | Nemotron 3 Ultra Nemotron 3 Ultra none Free Available |
|---|---|---|
| Score | 5.7 | 5.9 |
| Rank | #262 | #256 |
| Reliability | 10.0 | 10.0 |
| Consistency | 8.9 | 9.3 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 56.5% | 40.6% |
| Flaky tests | 3 | 2 |
| Total Runs | 69 | 69 |
| Cost per result | 0.654 | 0.000 |
| Total Cost | $0.102 | $0.164 |
| Input Price | $0.075 / 1M | $0.500 / 1M |
| Output Price | $0.625 / 1M | $2.200 / 1M |
| Cache Read Price | N/A | $0.100 / 1M |
| Cache Write Price | N/A | N/A |
| Total Input Tokens | 113,613 | 275,381 |
| Output Tokens | 122,706 | 11,544 |
| Reasoning Tokens | 42,325 | 0 |
| Response Time (avg) | 65.52s | 6.76s |
| Response Time (max) | 304.19s | 70.17s |
| Response Time (total) | 1376.01s | 155.50s |
| Parameters | 1T total (63B active) | 550B total (55B active) |
| Availability | Open source | Weights available |
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.
#262 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
#256 Nemotron 3 Ultra
none- Cost
- $0.000
- Time
- 149.6s
- Tokens
- 3,405 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 |
|---|---|---|---|---|---|---|---|---|---|
| Ring 2.6 1t | 3.0 | 10.0 | 0.0% | 0 | 21ms | 0 | 0 | 0 | |
| Nemotron 3 Ultra | 5.0 | 10.0 | 0.0% | 0 | 70.17s | 174,213 | 2,074 | 0 |
| 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 | |
| Nemotron 3 Ultra | 3.5 | 8.0 | 16.7% | 1 | 2.35s | 696 | 239 | 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 | |
| Nemotron 3 Ultra | 5.5 | 10.0 | 33.3% | 0 | 1.02s | 7,623 | 369 | 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 | |
| Nemotron 3 Ultra | 3.0 | 10.0 | 0.0% | 0 | 21.14s | 73,507 | 7,693 | 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 | |
| Nemotron 3 Ultra | 10.0 | 10.0 | 100.0% | 0 | 1.94s | 7,944 | 249 | 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 | |
| Nemotron 3 Ultra | 5.3 | 10.0 | 33.3% | 0 | 758ms | 682 | 23 | 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 | |
| Nemotron 3 Ultra | 5.0 | 10.0 | 0.0% | 0 | 13.49s | 516 | 101 | 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 | |
| Nemotron 3 Ultra | 10.0 | 10.0 | 100.0% | 0 | 1.46s | 723 | 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 | |
| Nemotron 3 Ultra | 5.9 | 7.2 | 55.6% | 1 | 1.06s | 726 | 352 | 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 | |
| Nemotron 3 Ultra | 10.0 | 10.0 | 100.0% | 0 | 2.99s | 8,544 | 264 | 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 | |
| Nemotron 3 Ultra | 3.0 | 10.0 | 0.0% | 0 | 1.83s | 207 | 111 | 0 |
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