- Rank
- #56
- Total Output Tokens
- 90,466
- Response Time (avg)
- 22.85s
- Total Cost
- $1.560
GPT-5.4 (medium) vs Grok 4.5 (medium)
GPT-5.4 (medium) leads on average score with 8.5 vs 8.5. GPT-5.4 (medium) has the lower benchmark cost at $1.560 vs $2.042. GPT-5.4 (medium) is faster at 22.85s vs 68.59s, with pass rates of 77.3% vs 83.3%.
Compared models
- Rank
- #60
- Total Output Tokens
- 299,460
- Response Time (avg)
- 68.59s
- Total Cost
- $2.042
Recommended model
GPT-5.4 (medium)
It has the best score here (8.5), while responding about 3.0x faster than Grok 4.5 (medium).
Detailed comparison
| Metric | GPT-5.4 GPT-5.4 medium | Grok 4.5 Grok 4.5 medium |
|---|---|---|
| Score | 8.5 | 8.5 |
| Rank | #56 | #60 |
| Reliability | 10.0 | 10.0 |
| Consistency | 8.6 | 8.9 |
| Attempts | 66/66 | 66/66 |
| Tests Correct | ||
| Attempt pass rate | 77.3% | 83.3% |
| Flaky tests | 4 | 3 |
| Total Runs | 66 | 66 |
| Cost per result | 10.399 | 12.007 |
| Total Cost | $1.560 | $2.042 |
| Input Price | $2.500 / 1M | $2.000 / 1M |
| Output Price | $15.000 / 1M | $6.000 / 1M |
| Total Input Tokens | 81,136 | 122,155 |
| Output Tokens | 6,155 | 5,514 |
| Reasoning Tokens | 84,311 | 293,946 |
| Response Time (avg) | 22.85s | 68.59s |
| Response Time (max) | 100.41s | 436.38s |
| Response Time (total) | 502.78s | 1508.91s |
| Parameters | ~1.5T total (~100B 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.
#56 GPT-5.4
medium- Cost
- $0.214
- Time
- 199.6s
- Tokens
- 14,349 tok
#60 SpaceXAI: Grok 4.5
medium- Cost
- $0.044
- Time
- 59.4s
- Tokens
- 7,512 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
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