- Rank
- #181
- Total Output Tokens
- 186,901
- Response Time (avg)
- 97.34s
- Total Cost
- $3.264
Ember-1 (max) vs Grok 4.7 (high)
The average score is effectively tied at 6.7 vs 6.7. Ember-1 (max) has the lower benchmark cost at $3.264 vs $3.582. Ember-1 (max) is faster at 97.34s vs 122.19s, with pass rates of 59.4% vs 72.5%.
Compared models
- Rank
- #179
- Total Output Tokens
- 487,184
- Response Time (avg)
- 122.19s
- Total Cost
- $3.582
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 high |
|---|---|---|
| Score | 6.7 | 6.7 |
| Rank | #181 | #179 |
| Reliability | 8.3 | 9.6 |
| Consistency | 7.8 | 7.7 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 59.4% | 72.5% |
| Flaky tests | 6 | 7 |
| Total Runs | 69 | 69 |
| Cost per result | 29.671 | 23.360 |
| Total Cost | $3.264 | $3.582 |
| Input Price | $3.000 / 1M | $2.000 / 1M |
| Output Price | $15.000 / 1M | $6.000 / 1M |
| Total Input Tokens | 153,399 | 329,276 |
| Output Tokens | 7,803 | 8,172 |
| Reasoning Tokens | 179,098 | 479,012 |
| Response Time (avg) | 97.34s | 122.19s |
| Response Time (max) | 587.08s | 573.57s |
| Response Time (total) | 2238.73s | 2810.40s |
| 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
#179 SpaceXAI: Grok 4.7
high- Cost
- $0.110
- Time
- 301.3s
- Tokens
- 23,143 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
Quick Compare
Switch Comparison Pair
Ember-1maxvsGPT 5.3 ChatnoneMiniMax M3mediumvsGrok 4.7highEmber-1maxvsMiniMax M3mediumEmber-1maxvsGPT-5.6 SolnoneGPT 5.3 ChatnonevsGrok 4.7highGPT-5.6 SolnonevsGrok 4.7highSolar Pro 4lowvsGrok 4.7highEmber-1maxvsSolar Pro 4lowQwen3.5-FlashnonevsGrok 4.7highEmber-1maxvsQwen3.5-FlashnoneEmber-1maxvsGLM 5.3 FlashlowEmber-1maxvsGPT-5.5none