- Rank
- #208
- Total Output Tokens
- 302,730
- Response Time (avg)
- 97.68s
- Total Cost
- $0.567
Qwen3.5 Plus 2026-02-15 (medium) vs Inkling Small (high)
Inkling Small (high) leads on average score with 7.4 vs 7.2. Inkling Small (high) has the lower benchmark cost at $0.398 vs $0.567. Inkling Small (high) is faster at 29.10s vs 97.68s, with pass rates of 72.5% vs 66.7%.
Compared models
- Rank
- #195
- 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 3.4x faster than Qwen3.5 Plus 2026-02-15 (medium).
Detailed comparison
| Metric | Qwen3.5 Plus 2026-02-15 Qwen3.5 Plus 2026-02-15 medium | Inkling Small Inkling Small high Free Available |
|---|---|---|
| Score | 7.2 | 7.4 |
| Rank | #208 | #195 |
| Reliability | 10.0 | 10.0 |
| Consistency | 7.9 | 9.3 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 72.5% | 66.7% |
| Flaky tests | 6 | 2 |
| Total Runs | 69 | 69 |
| Cost per result | 4.047 | 2.868 |
| Total Cost | $0.567 | $0.398 |
| Input Price | $0.260 / 1M | $0.450 / 1M |
| Output Price | $1.560 / 1M | $1.200 / 1M |
| Cache Read Price | N/A | $0.100 / 1M |
| Cache Write Price | N/A | N/A |
| Total Input Tokens | 249,486 | 85,669 |
| Output Tokens | 14,481 | 6,092 |
| Reasoning Tokens | 288,249 | 292,801 |
| Response Time (avg) | 97.68s | 29.10s |
| Response Time (max) | 304.85s | 122.60s |
| Response Time (total) | 1562.81s | 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.
#208 Qwen3.5 Plus 2026-02-15
medium- Cost
- $0.011
- Time
- 125.5s
- Tokens
- 7,040 tok
#195 Thinking Machines: Inkling Small
high- Cost
- $0.006
- Time
- 34.7s
- Tokens
- 4,735 tok
Category Breakdown
| Agentic | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.5 Plus 2026-02-15 | 6.1 | 3.1 | 66.7% | 1 | 186.40s | 135,917 | 4,658 | 23,363 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.5 Plus 2026-02-15 | 8.2 | 7.9 | 83.3% | 1 | 45.78s | 672 | 205 | 21,236 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.5 Plus 2026-02-15 | 6.6 | 7.1 | 44.4% | 1 | 180.70s | 6,950 | 420 | 80,595 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.5 Plus 2026-02-15 | 6.9 | 5.9 | 66.7% | 1 | 175.85s | 87,576 | 8,085 | 69,183 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.5 Plus 2026-02-15 | 10.0 | 10.0 | 100.0% | 0 | 46.91s | 7,782 | 270 | 14,916 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.5 Plus 2026-02-15 | 5.3 | 7.2 | 44.4% | 1 | 55.99s | 453 | 35 | 30,685 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.5 Plus 2026-02-15 | 4.7 | 1.6 | 66.7% | 1 | 79.86s | 344 | 73 | 8,675 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.5 Plus 2026-02-15 | 10.0 | 10.0 | 100.0% | 0 | 31.93s | 699 | 101 | 7,704 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.5 Plus 2026-02-15 | 10.0 | 10.0 | 100.0% | 0 | 32.50s | 696 | 301 | 13,853 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.5 Plus 2026-02-15 | 10.0 | 10.0 | 100.0% | 0 | 7.54s | 8,193 | 309 | 909 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.5 Plus 2026-02-15 | 3.0 | 10.0 | 0.0% | 0 | 103.81s | 204 | 24 | 17,130 | |
| Inkling Small | 3.0 | 10.0 | 0.0% | 0 | 49.27s | 219 | 30 | 23,496 |
Quick Compare
Switch Comparison Pair
Nex-N2.6highvsQwen3.5 Plus 2026-02-15mediumInkling SmallhighFree AvailablevsGrok 4.7lowSeed-2.0-CodemediumvsInkling SmallhighFree AvailableGemini 3.8 FlashlowvsQwen3.5 Plus 2026-02-15mediumDeepSeek V4 Pro 0423nonevsInkling SmallhighFree AvailableClaude Opus 4.8lowvsQwen3.5 Plus 2026-02-15mediumDeepSeek V4 Flash 0731lowvsInkling SmallhighFree AvailableQwen3.6 FlashmediumvsInkling SmallhighFree AvailableGPT-5.6 LunamediumvsInkling SmallhighFree AvailableGemma 4 26B A4BmediumFree AvailablevsInkling SmallhighFree AvailableLongCat 2.0highvsQwen3.5 Plus 2026-02-15mediumQwen3.5 Plus 2026-02-15mediumvsStep 3.7 Flashlow