- Rank
- #382
- Total Output Tokens
- 14,903
- Response Time (avg)
- 10.21s
- Total Cost
- $0.002
Ling 2.6 Flash (default) vs Laguna S 2.1 (low)
Laguna S 2.1 (low) leads on average score with 4.6 vs 4.5. Ling 2.6 Flash (default) has the lower benchmark cost at $0.002 vs $0.108. Ling 2.6 Flash (default) is faster at 10.21s vs 88.24s, with pass rates of 29.0% vs 23.2%.
Compared models
- Rank
- #377
- Total Output Tokens
- 437,706
- Response Time (avg)
- 88.24s
- Total Cost
- $0.108
Recommended model
Ling 2.6 Flash (default)
Its score stays close to the best score here (4.5 vs 4.6), while costing about 67.7x less than Laguna S 2.1 (low).
Detailed comparison
| Metric | Ling 2.6 Flash Ling 2.6 Flash default | Laguna S 2.1 Laguna S 2.1 low Free Available |
|---|---|---|
| Score | 4.5 | 4.6 |
| Rank | #382 | #377 |
| Reliability | 9.6 | 10.0 |
| Consistency | 9.3 | 7.8 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 29.0% | 23.2% |
| Flaky tests | 2 | 6 |
| Total Runs | 69 | 69 |
| Cost per result | 0.024 | 3.627 |
| Total Cost | $0.002 | $0.108 |
| Input Price | $0.010 / 1M | $0.090 / 1M |
| Output Price | $0.030 / 1M | $0.180 / 1M |
| Cache Read Price | N/A | $0.009 / 1M |
| Cache Write Price | N/A | N/A |
| Total Input Tokens | 114,384 | 232,641 |
| Output Tokens | 14,903 | 69,335 |
| Reasoning Tokens | 0 | 426,182 |
| Response Time (avg) | 10.21s | 88.24s |
| Response Time (max) | 36.03s | 814.73s |
| Response Time (total) | 214.31s | 2029.57s |
| Parameters | 104B total (7.4B active) | 118B total (8B 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.
#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
#377 Laguna S 2.1
low- Cost
- $0.001
- Time
- 6.6s
- Tokens
- 1,314 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 | |
| Laguna S 2.1 | 2.8 | 1.6 | 33.3% | 1 | 152.08s | 113,889 | 1,512 | 42,297 |
| 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 | |
| Laguna S 2.1 | 3.4 | 7.4 | 8.3% | 1 | 80.66s | 616 | 311 | 43,722 |
| 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 | |
| Laguna S 2.1 | 3.8 | 7.1 | 22.2% | 1 | 167.51s | 7,917 | 58,111 | 119,138 |
| 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 | |
| Laguna S 2.1 | 3.2 | 5.2 | 16.7% | 1 | 412.50s | 92,870 | 8,211 | 174,584 |
| 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 | |
| Laguna S 2.1 | 10.0 | 10.0 | 100.0% | 0 | 2.76s | 7,689 | 243 | 1,981 |
| 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 | |
| Laguna S 2.1 | 3.0 | 10.0 | 0.0% | 0 | 2.46s | 771 | 24 | 2,606 |
| 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 | |
| Laguna S 2.1 | 4.8 | 10.0 | 0.0% | 0 | 650ms | 513 | 120 | 0 |
| 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 | |
| Laguna S 2.1 | 4.3 | 6.8 | 16.7% | 1 | 423ms | 702 | 60 | 0 |
| 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 | |
| Laguna S 2.1 | 3.1 | 7.3 | 11.1% | 1 | 2.70s | 699 | 447 | 1,444 |
| 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 | |
| Laguna S 2.1 | 10.0 | 10.0 | 100.0% | 0 | 2.36s | 6,747 | 286 | 417 |
| 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 | |
| Laguna S 2.1 | 3.0 | 10.0 | 0.0% | 0 | 202.49s | 228 | 10 | 39,993 |
Quick Compare
Switch Comparison Pair
GPT-5.4 NanononevsLaguna S 2.1lowFree AvailableDeepSeek V3.2nonevsLaguna S 2.1lowFree AvailableLing 2.6 FlashdefaultvsNemotron 3.5 LightninglowFree AvailableLing 2.6 FlashdefaultvsNemotron 3 SupernoneFree AvailableLaguna S 2.1lowFree AvailablevsQwen3 Coder NextmediumGranite 4.2 8BhighvsLaguna S 2.1lowFree AvailableNorth Mini CodedefaultFree AvailablevsLaguna S 2.1lowFree AvailableLing 2.6 FlashdefaultvsGPT-5.4 NanononeRing 2.6 1tdefaultvsLaguna S 2.1lowFree AvailableDeepSeek V3.2nonevsLing 2.6 FlashdefaultGranite 4.2 8BnonevsLing 2.6 FlashdefaultNemotron 3.5 LightningmediumFree AvailablevsLaguna S 2.1lowFree Available