- Rank
- #158
- Total Output Tokens
- 110,125
- Response Time (avg)
- 56.77s
- Total Cost
- $1.798
Ember-1 (high) vs Grok 4.20 (medium)
Ember-1 (high) leads on average score with 7.1 vs 7.0. Grok 4.20 (medium) has the lower benchmark cost at $0.805 vs $1.798. Grok 4.20 (medium) is faster at 32.56s vs 56.77s, with pass rates of 71.2% vs 60.6%.
Compared models
- Rank
- #167
- Total Output Tokens
- 270,259
- Response Time (avg)
- 32.56s
- Total Cost
- $0.805
Recommended model
Grok 4.20 (medium)
Its score stays close to the best score here (7.0 vs 7.1), while costing about 2.2x less than Ember-1 (high).
Detailed comparison
| Metric | Ember-1 Ember-1 high | Grok 4.20 Grok 4.20 medium |
|---|---|---|
| Score | 7.1 | 7.0 |
| Rank | #158 | #167 |
| Reliability | 8.0 | 10.0 |
| Consistency | 7.3 | 8.2 |
| Attempts | 66/66 | 66/66 |
| Tests Correct | ||
| Attempt pass rate | 71.2% | 60.6% |
| Flaky tests | 7 | 5 |
| Total Runs | 66 | 66 |
| Cost per result | 14.981 | 10.365 |
| Total Cost | $1.798 | $0.805 |
| Input Price | $3.000 / 1M | $1.250 / 1M |
| Output Price | $15.000 / 1M | $2.500 / 1M |
| Total Input Tokens | 48,577 | 102,986 |
| Output Tokens | 7,345 | 5,860 |
| Reasoning Tokens | 102,780 | 264,399 |
| Response Time (avg) | 56.77s | 32.56s |
| Response Time (max) | 255.06s | 199.66s |
| Response Time (total) | 1248.88s | 716.36s |
| Parameters | ~2.8T total (~104B active) | ~1T total (~100B active) |
| Availability | Closed | Closed |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#158 Ember-1
high- Cost
- $0.038
- Time
- 55.1s
- Tokens
- 2,671 tok
#167 SpaceXAI: Grok 4.20
medium- Cost
- $0.041
- Time
- 110.3s
- Tokens
- 16,336 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
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