- Rank
- #61
- Total Output Tokens
- 83,041
- Response Time (avg)
- 14.98s
- Total Cost
- $1.516
Claude Sonnet 5.5 (xhigh) vs Grok 4.6 (high)
Claude Sonnet 5.5 (xhigh) leads on average score with 8.6 vs 8.5. Claude Sonnet 5.5 (xhigh) has the lower benchmark cost at $1.516 vs $2.629. Claude Sonnet 5.5 (xhigh) is faster at 14.98s vs 87.48s, with pass rates of 79.7% vs 82.6%.
Compared models
- Rank
- #64
- Total Output Tokens
- 312,614
- Response Time (avg)
- 87.48s
- Total Cost
- $2.629
Recommended model
Claude Sonnet 5.5 (xhigh)
It has the best score here (8.6), while costing about 1.7x less than Grok 4.6 (high).
Detailed comparison
| Metric | Claude Sonnet 5.5 Claude Sonnet 5.5 xhigh | Grok 4.6 Grok 4.6 high |
|---|---|---|
| Score | 8.6 | 8.5 |
| Rank | #61 | #64 |
| Reliability | 10.0 | 10.0 |
| Consistency | 8.7 | 10.0 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 79.7% | 82.6% |
| Flaky tests | 4 | 0 |
| Total Runs | 69 | 69 |
| Cost per result | 9.473 | 13.833 |
| Total Cost | $1.516 | $2.629 |
| Input Price | $2.000 / 1M | $2.000 / 1M |
| Output Price | $10.000 / 1M | $6.000 / 1M |
| Total Input Tokens | 342,579 | 376,233 |
| Output Tokens | 12,848 | 6,687 |
| Reasoning Tokens | 70,193 | 305,927 |
| Response Time (avg) | 14.98s | 87.48s |
| Response Time (max) | 54.92s | 618.49s |
| Response Time (total) | 344.60s | 2012.15s |
| Parameters | ~1T 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.
#61 Claude Sonnet 5.5
xhigh- Cost
- $0.319
- Time
- 258.6s
- Tokens
- 31,969 tok
#64 SpaceXAI: Grok 4.6
high- Cost
- $0.107
- Time
- 265.1s
- Tokens
- 18,001 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
| Agentic | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5.5 | 10.0 | 10.0 | 100.0% | 0 | 54.92s | 193,936 | 3,148 | 2,788 | |
| Grok 4.6 | 5.0 | 10.0 | 0.0% | 0 | 160.89s | 268,958 | 1,593 | 28,804 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5.5 | 10.0 | 10.0 | 100.0% | 0 | 4.21s | 858 | 417 | 1,162 | |
| Grok 4.6 | 10.0 | 10.0 | 100.0% | 0 | 14.44s | 2,991 | 79 | 6,805 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5.5 | 8.2 | 7.2 | 88.9% | 1 | 11.90s | 10,608 | 555 | 9,501 | |
| Grok 4.6 | 10.0 | 10.0 | 100.0% | 0 | 102.20s | 9,579 | 379 | 51,829 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5.5 | 8.7 | 6.9 | 83.3% | 1 | 30.37s | 111,104 | 6,732 | 10,690 | |
| Grok 4.6 | 10.0 | 10.0 | 100.0% | 0 | 91.77s | 68,548 | 3,931 | 34,529 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5.5 | 10.0 | 10.0 | 100.0% | 0 | 4.96s | 10,515 | 312 | 1,590 | |
| Grok 4.6 | 10.0 | 10.0 | 100.0% | 0 | 16.08s | 8,937 | 225 | 6,590 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5.5 | 2.9 | 7.2 | 11.1% | 1 | 35.33s | 990 | 56 | 34,319 | |
| Grok 4.6 | 5.3 | 10.0 | 33.3% | 0 | 369.95s | 2,523 | 14 | 154,471 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5.5 | 6.5 | 3.4 | 66.7% | 1 | 9.10s | 714 | 279 | 2,152 | |
| Grok 4.6 | 10.0 | 10.0 | 100.0% | 0 | 19.51s | 1,077 | 56 | 2,448 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5.5 | 10.0 | 10.0 | 100.0% | 0 | 4.58s | 921 | 98 | 661 | |
| Grok 4.6 | 9.8 | 10.0 | 100.0% | 0 | 13.82s | 1,857 | 57 | 4,318 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5.5 | 10.0 | 10.0 | 100.0% | 0 | 4.88s | 912 | 716 | 1,402 | |
| Grok 4.6 | 10.0 | 10.0 | 100.0% | 0 | 15.56s | 2,430 | 122 | 5,706 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5.5 | 10.0 | 10.0 | 100.0% | 0 | 10.29s | 11,757 | 354 | 1,112 | |
| Grok 4.6 | 10.0 | 10.0 | 100.0% | 0 | 13.30s | 8,544 | 216 | 1,505 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5.5 | 3.0 | 10.0 | 0.0% | 0 | 17.31s | 264 | 181 | 4,816 | |
| Grok 4.6 | 3.0 | 10.0 | 0.0% | 0 | 54.22s | 789 | 15 | 8,922 |
Quick Compare
Switch Comparison Pair
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