- Rank
- #137
- Total Output Tokens
- 246,790
- Response Time (avg)
- 57.41s
- Total Cost
- $0.554
Qwen3.6 Plus (medium) vs Inkling Small (high)
Inkling Small (high) leads on average score with 7.4 vs 7.3. Inkling Small (high) has the lower benchmark cost at $0.398 vs $0.554. Inkling Small (high) is faster at 29.10s vs 57.41s, with pass rates of 69.6% vs 66.7%.
Compared models
- Rank
- #128
- Total Output Tokens
- 298,893
- Response Time (avg)
- 29.10s
- Total Cost
- $0.398
Recommended model
Inkling Small (high)
It has the best score here (7.4), while responding about 2.0x faster than Qwen3.6 Plus (medium).
Detailed comparison
| Metric | Qwen3.6 Plus Qwen3.6 Plus medium | Inkling Small Inkling Small high Free Available |
|---|---|---|
| Score | 7.3 | 7.4 |
| Rank | #137 | #128 |
| Reliability | 10.0 | 10.0 |
| Consistency | 9.0 | 9.3 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 69.6% | 66.7% |
| Flaky tests | 3 | 2 |
| Total Runs | 69 | 69 |
| Cost per result | 2.605 | 2.868 |
| Total Cost | $0.554 | $0.398 |
| Input Price | $0.325 / 1M | $0.450 / 1M |
| Output Price | $1.950 / 1M | $1.200 / 1M |
| Cache Read Price | N/A | $0.100 / 1M |
| Cache Write Price | $0.407 / 1M | N/A |
| Total Input Tokens | 222,601 | 85,669 |
| Output Tokens | 8,185 | 6,092 |
| Reasoning Tokens | 238,605 | 292,801 |
| Response Time (avg) | 57.41s | 29.10s |
| Response Time (max) | 307.08s | 122.60s |
| Response Time (total) | 1263.02s | 669.40s |
| Parameters | ~397B total (~17B active) | 276B total (12B active) |
| Availability | Closed | Closed |
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.
#137 Qwen3.6 Plus
medium- Cost
- $0.024
- Time
- 219.0s
- Tokens
- 12,235 tok
#128 Thinking Machines: Inkling Small
high- Cost
- $0.006
- Time
- 34.7s
- Tokens
- 4,735 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 |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.6 Plus | 4.7 | 3.1 | 33.3% | 1 | 307.08s | 124,903 | 1,768 | 47,390 | |
| Inkling Small | 3.0 | 10.0 | 0.0% | 0 | 23ms | 0 | 0 | 0 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.6 Plus | 10.0 | 10.0 | 100.0% | 0 | 9.90s | 672 | 207 | 7,557 | |
| Inkling Small | 10.0 | 10.0 | 100.0% | 0 | 6.30s | 702 | 335 | 9,678 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.6 Plus | 6.1 | 7.8 | 44.4% | 1 | 153.12s | 7,098 | 58 | 50,586 | |
| Inkling Small | 10.0 | 10.0 | 100.0% | 0 | 93.23s | 7,374 | 463 | 120,474 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.6 Plus | 10.0 | 10.0 | 100.0% | 0 | 163.25s | 71,058 | 5,011 | 55,925 | |
| Inkling Small | 9.9 | 10.0 | 100.0% | 0 | 40.41s | 61,630 | 4,001 | 28,812 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.6 Plus | 10.0 | 10.0 | 100.0% | 0 | 14.95s | 7,782 | 270 | 10,706 | |
| Inkling Small | 10.0 | 10.0 | 100.0% | 0 | 3.99s | 7,068 | 216 | 2,763 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.6 Plus | 2.9 | 7.2 | 11.1% | 1 | 46.39s | 780 | 61 | 39,854 | |
| Inkling Small | 5.3 | 10.0 | 33.3% | 0 | 56.28s | 804 | 69 | 84,578 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.6 Plus | 5.1 | 10.0 | 0.0% | 0 | 27.05s | 516 | 111 | 5,232 | |
| Inkling Small | 5.3 | 10.0 | 0.0% | 0 | 3.62s | 501 | 153 | 1,395 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.6 Plus | 10.0 | 10.0 | 100.0% | 0 | 7.54s | 699 | 102 | 5,552 | |
| Inkling Small | 9.8 | 10.0 | 100.0% | 0 | 3.94s | 708 | 94 | 2,742 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.6 Plus | 10.0 | 10.0 | 100.0% | 0 | 6.34s | 696 | 309 | 6,712 | |
| Inkling Small | 4.8 | 4.4 | 44.5% | 2 | 14.39s | 714 | 482 | 18,286 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.6 Plus | 10.0 | 10.0 | 100.0% | 0 | 5.87s | 8,193 | 267 | 1,330 | |
| Inkling Small | 3.0 | 10.0 | 0.0% | 0 | 2.91s | 5,949 | 249 | 577 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.6 Plus | 3.0 | 10.0 | 0.0% | 0 | 47.51s | 204 | 21 | 7,761 | |
| Inkling Small | 3.0 | 10.0 | 0.0% | 0 | 49.27s | 219 | 30 | 23,496 |
Quick Compare
Switch Comparison Pair
LongCat 2.0highvsQwen3.6 PlusmediumInkling SmallhighFree AvailablevsGrok 4.7lowSeed-2.0-CodemediumvsInkling SmallhighFree AvailableDeepSeek V4 Pro 0423nonevsInkling SmallhighFree AvailableDeepSeek V4 Flash 0731lowvsInkling SmallhighFree AvailableQwen3.6 FlashmediumvsInkling SmallhighFree AvailableGPT-5.6 LunamediumvsInkling SmallhighFree AvailableQwen3.6 PlusmediumvsGLM 5.3 FlashhighGemma 4 26B A4BmediumFree AvailablevsInkling SmallhighFree AvailableGemini 3.8 FlashlowvsQwen3.6 PlusmediumClaude Opus 4.8lowvsQwen3.6 PlusmediumClaude Fable 5.1mediumvsInkling SmallhighFree Available