- Rank
- #198
- Total Output Tokens
- 22,037
- Response Time (avg)
- 6.81s
- Total Cost
- $0.293
Inkling (low) vs Grok 4.7 (xhigh)
Inkling (low) leads on average score with 6.8 vs 6.7. Inkling (low) has the lower benchmark cost at $0.293 vs $3.398. Inkling (low) is faster at 6.81s vs 123.96s, with pass rates of 56.5% vs 73.9%.
Compared models
- Rank
- #203
- Total Output Tokens
- 572,315
- Response Time (avg)
- 123.96s
- Total Cost
- $3.398
Recommended model
Inkling (low)
It has the best score here (6.8), while costing about 11.6x less than Grok 4.7 (xhigh).
Detailed comparison
| Metric | Inkling Inkling low Free Available | Grok 4.7 Grok 4.7 xhigh |
|---|---|---|
| Score | 6.8 | 6.7 |
| Rank | #198 | #203 |
| Reliability | 10.0 | 9.7 |
| Consistency | 8.6 | 7.8 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 56.5% | 73.9% |
| Flaky tests | 4 | 6 |
| Total Runs | 69 | 69 |
| Cost per result | 2.756 | 24.272 |
| Total Cost | $0.293 | $3.398 |
| Input Price | $0.950 / 1M | $2.000 / 1M |
| Output Price | $4.050 / 1M | $6.000 / 1M |
| Cache Read Price | $0.160 / 1M | $0.500 / 1M |
| Cache Write Price | N/A | N/A |
| Total Input Tokens | 213,901 | 310,049 |
| Output Tokens | 9,623 | 6,094 |
| Reasoning Tokens | 12,414 | 566,221 |
| Response Time (avg) | 6.81s | 123.96s |
| Response Time (max) | 44.24s | 775.64s |
| Response Time (total) | 156.70s | 2851.07s |
| Parameters | 975B total (41B active) | ~1.7T total (~170B active) |
| Availability | Open source | 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.
#198 Thinking Machines: Inkling
low- Cost
- $0.002
- Time
- 6.1s
- Tokens
- 502 tok
#203 SpaceXAI: Grok 4.7
xhigh- Cost
- $0.235
- Time
- 544.2s
- Tokens
- 39,247 tok
Category Breakdown
Quick Compare
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