#32 Thinking Machines: Inkling
high- Cost
- $0.005
- Time
- 32.2s
- Tokens
- 1,275 tok
Thinking Machines: Inkling vs xAI: Grok 4.5
Grok 4.5 (medium) leads on average score with 8.3 vs 8.0. Inkling (high) has the lower benchmark cost at $1.006 vs $1.928. Grok 4.5 (medium) is faster at 61.71s vs 64.16s, with pass rates of 77.3% vs 78.8%.
Recommended modelInkling (high)Its score stays close to the best score here (8.0 vs 8.3), while costing about 1.9x less than Grok 4.5 (medium).
Last updated at: 2026-07-22
| Metric | Inkling Inkling high | Grok 4.5 Grok 4.5 medium |
|---|---|---|
| Score | 8.0 | 8.3 |
| Rank | #32 | #25 |
| Reliability | 9.8 | 10.0 |
| Consistency | 8.9 | 8.9 |
| Tests Correct | ||
| Attempt pass rate | 77.3% | 78.8% |
| Flaky tests | 3 | 3 |
| Total Runs | 66 | 66 |
| Cost per result | 6.704 | 12.049 |
| Total Cost | $1.006 | $1.928 |
| Input Price | $1.000 / 1M | $2.000 / 1M |
| Output Price | $4.050 / 1M | $6.000 / 1M |
| Total Input Tokens | 86,746 | 122,146 |
| Output Tokens | 6,055 | 5,514 |
| Reasoning Tokens | 220,791 | 275,053 |
| Response Time (avg) | 64.16s | 61.71s |
| Response Time (max) | 327.51s | 436.38s |
| Response Time (total) | 1411.59s | 1357.56s |
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#25 xAI: Grok 4.5
medium- Cost
- $0.044
- Time
- 59.4s
- Tokens
- 7,512 tok
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