- Rank
- #35
- Total Output Tokens
- 199,268
- Response Time (avg)
- 16.58s
- Total Cost
- $0.140
Claude Haiku 5.5 (xhigh) vs GPT-6 Luna (high)
Claude Haiku 5.5 (xhigh) leads on average score with 9.1 vs 7.7. GPT-6 Luna (high) has the lower benchmark cost at $0.074 vs $0.140. Claude Haiku 5.5 (xhigh) is faster at 16.58s vs 20.37s, with pass rates of 81.2% vs 73.9%.
Compared models
- Rank
- #118
- Total Output Tokens
- 101,587
- Response Time (avg)
- 20.37s
- Total Cost
- $0.074
Recommended model
Claude Haiku 5.5 (xhigh)
It has the strongest score in this comparison (9.1) and the best overall balance of cost and response time across 2 models.
Detailed comparison
| Metric | Claude Haiku 5.5 Claude Haiku 5.5 xhigh | GPT-6 Luna GPT-6 Luna high |
|---|---|---|
| Score | 9.1 | 7.7 |
| Rank | #35 | #118 |
| Reliability | 10.0 | 10.0 |
| Consistency | 9.3 | 8.7 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 81.2% | 73.9% |
| Flaky tests | 2 | 4 |
| Total Runs | 69 | 69 |
| Cost per result | 0.773 | 0.492 |
| Total Cost | $0.140 | $0.074 |
| Input Price | $0.100 / 1M | $0.100 / 1M |
| Output Price | $0.500 / 1M | $0.500 / 1M |
| Cache Read Price | $0.010 / 1M | $0.010 / 1M |
| Cache Write Price | $0.125 / 1M | $0.125 / 1M |
| Total Input Tokens | 394,509 | 229,986 |
| Output Tokens | 10,349 | 6,037 |
| Reasoning Tokens | 188,919 | 95,550 |
| Response Time (avg) | 16.58s | 20.37s |
| Response Time (max) | 92.74s | 106.93s |
| Response Time (total) | 381.40s | 468.52s |
| Parameters | ~50B | ~400B total (~17B active) |
| Availability | Closed | Closed |
Cache prices apply to input tokens. Reads reuse cached prompts; writes store them and can cost extra. Output tokens use the output price.
Model generation showcase
Solar System Animation
Prompt: Create a single-file HTML/CSS animation of the Solar System against a dark background, using no JavaScript or external images. The output must feature a stationary Sun and all 8 primary planets (Mercury through Neptune) orbiting it continuously in the correct order using infinite CSS loops. Also include the Moon orbiting Earth and add labels to the planets. The design must be scalable and optimized for a 1:1 aspect ratio by default.
#35 Claude Haiku 5.5
xhigh- Cost
- $0.028
- Time
- 237.6s
- Tokens
- 54,579 tok
#118 GPT-6 Luna
high- Cost
- $0.004
- Time
- 52.4s
- Tokens
- 6,679 tok
Category Breakdown
| Agentic | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Haiku 5.5 | 10.0 | 10.0 | 100.0% | 0 | 62.72s | 257,002 | 2,786 | 14,500 | |
| GPT-6 Luna | 5.2 | 3.2 | 33.3% | 1 | 82.78s | 149,545 | 1,276 | 8,906 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Haiku 5.5 | 10.0 | 10.0 | 100.0% | 0 | 2.88s | 858 | 367 | 3,017 | |
| GPT-6 Luna | 10.0 | 10.0 | 100.0% | 0 | 2.64s | 606 | 159 | 1,358 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Haiku 5.5 | 10.0 | 10.0 | 100.0% | 0 | 13.13s | 10,608 | 504 | 26,396 | |
| GPT-6 Luna | 7.8 | 7.4 | 77.8% | 1 | 24.69s | 7,302 | 483 | 15,691 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Haiku 5.5 | 10.0 | 10.0 | 100.0% | 0 | 38.95s | 99,968 | 4,903 | 45,341 | |
| GPT-6 Luna | 10.0 | 10.0 | 100.0% | 0 | 21.53s | 57,233 | 3,111 | 6,658 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Haiku 5.5 | 10.0 | 10.0 | 100.0% | 0 | 3.65s | 10,515 | 312 | 2,656 | |
| GPT-6 Luna | 10.0 | 10.0 | 100.0% | 0 | 24.50s | 7,140 | 234 | 352 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Haiku 5.5 | 5.3 | 7.2 | 44.4% | 1 | 47.83s | 990 | 65 | 83,800 | |
| GPT-6 Luna | 5.9 | 7.2 | 55.6% | 1 | 51.14s | 732 | 70 | 55,170 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Haiku 5.5 | 5.0 | 10.0 | 0.0% | 0 | 9.80s | 714 | 155 | 4,341 | |
| GPT-6 Luna | 5.1 | 10.0 | 0.0% | 0 | 17.40s | 477 | 96 | 373 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Haiku 5.5 | 10.0 | 10.0 | 100.0% | 0 | 3.34s | 921 | 100 | 1,775 | |
| GPT-6 Luna | 8.4 | 6.9 | 83.3% | 1 | 1.92s | 660 | 91 | 420 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Haiku 5.5 | 7.6 | 7.2 | 77.8% | 1 | 3.80s | 912 | 563 | 4,066 | |
| GPT-6 Luna | 7.8 | 10.0 | 66.7% | 0 | 7.51s | 642 | 231 | 4,988 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Haiku 5.5 | 10.0 | 10.0 | 100.0% | 0 | 6.42s | 11,757 | 354 | 1,285 | |
| GPT-6 Luna | 10.0 | 10.0 | 100.0% | 0 | 6.96s | 5,454 | 256 | 261 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Haiku 5.5 | 3.0 | 10.0 | 0.0% | 0 | 4.79s | 264 | 240 | 1,742 | |
| GPT-6 Luna | 3.0 | 10.0 | 0.0% | 0 | 4.90s | 195 | 30 | 1,373 |
Quick Compare
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