- Rank
- #181
- Total Output Tokens
- 186,901
- Response Time (avg)
- 97.34s
- Total Cost
- $3.264
Ember-1 (max) vs Grok 4.7 (xhigh)
The average score is effectively tied at 6.7 vs 6.7. Ember-1 (max) has the lower benchmark cost at $3.264 vs $4.054. Ember-1 (max) is faster at 97.34s vs 123.96s, with pass rates of 59.4% vs 73.9%.
Compared models
- Rank
- #175
- Total Output Tokens
- 572,315
- Response Time (avg)
- 123.96s
- Total Cost
- $4.054
Recommended model
Ember-1 (max)
It has the strongest score in this comparison (6.7) and the best overall balance of cost and response time across all 2 models.
Detailed comparison
| Metric | Ember-1 Ember-1 max | Grok 4.7 Grok 4.7 xhigh |
|---|---|---|
| Score | 6.7 | 6.7 |
| Rank | #181 | #175 |
| Reliability | 8.3 | 9.7 |
| Consistency | 7.8 | 7.8 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 59.4% | 73.9% |
| Flaky tests | 6 | 6 |
| Total Runs | 69 | 69 |
| Cost per result | 29.671 | 24.272 |
| Total Cost | $3.264 | $4.054 |
| Input Price | $3.000 / 1M | $2.000 / 1M |
| Output Price | $15.000 / 1M | $6.000 / 1M |
| Total Input Tokens | 153,399 | 310,049 |
| Output Tokens | 7,803 | 6,094 |
| Reasoning Tokens | 179,098 | 566,221 |
| Response Time (avg) | 97.34s | 123.96s |
| Response Time (max) | 587.08s | 775.64s |
| Response Time (total) | 2238.73s | 2851.07s |
| Parameters | ~2.8T total (~104B active) | ~1.7T total (~170B active) |
| Availability | Closed | Closed |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#181 Ember-1
max- Cost
- $0.163
- Time
- 229.4s
- Tokens
- 11,002 tok
#175 SpaceXAI: Grok 4.7
xhigh- Cost
- $0.235
- Time
- 544.2s
- Tokens
- 39,247 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
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