- Rank
- #348
- Total Output Tokens
- 14,903
- Response Time (avg)
- 10.21s
- Total Cost
- $0.002
Ling 2.6 Flash (default) vs gpt-oss-120b
Ling 2.6 Flash (default) leads on average score with 4.5 vs 4.2. Ling 2.6 Flash (default) has the lower benchmark cost at $0.002 vs $0.016. Ling 2.6 Flash (default) is faster at 10.21s vs 28.63s, with pass rates of 29.0% vs 34.8%.
Compared models
- Rank
- #361
- Total Output Tokens
- 62,213
- Response Time (avg)
- 28.63s
- Total Cost
- $0.016
Recommended model
Ling 2.6 Flash (default)
It has the best score here (4.5), while costing about 9.7x less than gpt-oss-120b.
Detailed comparison
| Metric | Ling 2.6 Flash Ling 2.6 Flash default | gpt-oss-120b gpt-oss-120b none |
|---|---|---|
| Score | 4.5 | 4.2 |
| Rank | #348 | #361 |
| Reliability | 9.6 | 10.0 |
| Consistency | 9.3 | 7.6 |
| Attempts | 69/69 | 60/69 |
| Tests Correct | ||
| Attempt pass rate | 29.0% | 34.8% |
| Flaky tests | 2 | 3 |
| Total Runs | 69 | 60 |
| Cost per result | 0.024 | 0.274 |
| Total Cost | $0.002 | $0.016 |
| Input Price | $0.010 / 1M | $0.037 / 1M |
| Output Price | $0.030 / 1M | $0.170 / 1M |
| Cache Read Price | N/A | N/A |
| Cache Write Price | N/A | N/A |
| Total Input Tokens | 114,384 | 131,652 |
| Output Tokens | 14,903 | 16,869 |
| Reasoning Tokens | 0 | 53,081 |
| Response Time (avg) | 10.21s | 28.63s |
| Response Time (max) | 36.03s | 140.90s |
| Response Time (total) | 214.31s | 486.69s |
| Parameters | 104B total (7.4B active) | 117B total (5.1B 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.
#348 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
#361 gpt-oss-120b
none
No showcase result has been generated for this model yet.
- Cost
- N/A
- Time
- -
- 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 | |
| gpt-oss-120b | 6.1 | 3.1 | 66.7% | 1 | 140.90s | 122,571 | 145 | 10,404 |
| 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 | |
| gpt-oss-120b | 6.5 | 10.0 | 50.0% | 0 | 32.84s | 1,336 | 5,685 | 2,991 |
| 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 | |
| gpt-oss-120b | 1.5 | 0.4 | 22.2% | 1 | 9.57s | 901 | 204 | 3,028 |
| 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 | |
| gpt-oss-120b | 1.5 | 5.0 | 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 | |
| gpt-oss-120b | 6.5 | 10.0 | 50.0% | 0 | 7.12s | 2,421 | 149 | 449 |
| 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 | |
| gpt-oss-120b | 3.0 | 10.0 | 0.0% | 0 | 34.98s | 1,294 | 4,675 | 25,774 |
| 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 | |
| gpt-oss-120b | 4.8 | 10.0 | 0.0% | 0 | 10.79s | 584 | 615 | 684 |
| 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 | |
| gpt-oss-120b | 9.8 | 10.0 | 100.0% | 0 | 5.06s | 1,043 | 157 | 1,783 |
| 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 | |
| gpt-oss-120b | 6.0 | 7.2 | 55.6% | 1 | 8.21s | 1,188 | 2,101 | 1,881 |
| 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 | |
| gpt-oss-120b | 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 | |
| gpt-oss-120b | 3.0 | 10.0 | 0.0% | 0 | 47.29s | 314 | 3,138 | 6,087 |
Quick Compare
Switch Comparison Pair
gpt-oss-120bnonevsGLM 4.7 FlashmediumLing 2.6 FlashdefaultvsNemotron 3.5 LightninglowFree AvailableLing 2.6 FlashdefaultvsNemotron 3 SupernoneFree AvailableLing 2.6 FlashdefaultvsLaguna S 2.1lowFree AvailableLing 2.6 FlashdefaultvsGPT-5.4 NanononeDeepSeek V3.2nonevsLing 2.6 FlashdefaultGranite 4.2 8BnonevsLing 2.6 FlashdefaultMiniMax M2.5mediumvsgpt-oss-120bnonegpt-oss-120bnonevsQwen3.5-9BmediumLing 2.6 FlashdefaultvsQwen3 Coder NextmediumCobuddymediumFree AvailablevsLing 2.6 FlashdefaultGranite 4.2 8BhighvsLing 2.6 Flashdefault