- Rank
- #80
- Total Output Tokens
- 67,842
- Response Time (avg)
- 16.72s
- Total Cost
- $3.490
Claude Opus 4.8 (medium) vs GPT-5.6 Terra (high)
GPT-5.6 Terra (high) leads on average score with 8.3 vs 8.3. GPT-5.6 Terra (high) has the lower benchmark cost at $1.116 vs $3.490. GPT-5.6 Terra (high) is faster at 13.62s vs 16.72s, with pass rates of 82.6% vs 69.6%.
Compared models
- Rank
- #76
- Total Output Tokens
- 60,065
- Response Time (avg)
- 13.62s
- Total Cost
- $1.116
Recommended model
GPT-5.6 Terra (high)
It has the best score here (8.3), while costing about 3.1x less than Claude Opus 4.8 (medium).
Detailed comparison
| Metric | Claude Opus 4.8 Claude Opus 4.8 medium | GPT-5.6 Terra GPT-5.6 Terra high |
|---|---|---|
| Score | 8.3 | 8.3 |
| Rank | #80 | #76 |
| Reliability | 10.0 | 10.0 |
| Consistency | 9.0 | 9.4 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 82.6% | 69.6% |
| Flaky tests | 3 | 2 |
| Total Runs | 69 | 69 |
| Cost per result | 20.527 | 8.674 |
| Total Cost | $3.490 | $1.116 |
| Input Price | $5.000 / 1M | $2.000 / 1M |
| Output Price | $25.000 / 1M | $12.000 / 1M |
| Total Input Tokens | 360,294 | 197,239 |
| Output Tokens | 43,441 | 6,083 |
| Reasoning Tokens | 24,401 | 53,982 |
| Response Time (avg) | 16.72s | 13.62s |
| Response Time (max) | 99.37s | 91.49s |
| Response Time (total) | 384.66s | 313.21s |
| Parameters | ~5T total (~500B active) | ~1T total (~60B active) |
| Availability | Closed | Closed |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#80 Claude Opus 4.8
medium- Cost
- $0.057
- Time
- 23.1s
- Tokens
- 2,412 tok
#76 GPT-5.6 Terra
high- Cost
- $0.055
- Time
- 30.2s
- Tokens
- 3,748 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 Opus 4.8 | 6.1 | 3.1 | 66.7% | 1 | 99.37s | 221,846 | 2,676 | 13,239 | |
| GPT-5.6 Terra | 10.0 | 10.0 | 100.0% | 0 | 66.44s | 116,183 | 1,028 | 2,949 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 4.8 | 10.0 | 10.0 | 100.0% | 0 | 3.95s | 834 | 1,179 | 478 | |
| GPT-5.6 Terra | 8.3 | 10.0 | 75.0% | 0 | 2.54s | 606 | 158 | 700 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 4.8 | 10.0 | 10.0 | 100.0% | 0 | 15.33s | 10,590 | 9,945 | 1,381 | |
| GPT-5.6 Terra | 7.6 | 7.2 | 77.8% | 1 | 9.14s | 7,302 | 370 | 6,087 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 4.8 | 9.9 | 10.0 | 100.0% | 0 | 54.29s | 101,005 | 19,531 | 4,762 | |
| GPT-5.6 Terra | 8.7 | 6.9 | 83.3% | 1 | 13.72s | 57,848 | 3,461 | 3,174 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 4.8 | 7.1 | 5.6 | 83.3% | 1 | 12.29s | 10,503 | 481 | 312 | |
| GPT-5.6 Terra | 10.0 | 10.0 | 100.0% | 0 | 938ms | 7,140 | 222 | 0 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 4.8 | 3.6 | 7.2 | 22.2% | 1 | 18.11s | 972 | 7,476 | 2,987 | |
| GPT-5.6 Terra | 5.3 | 10.0 | 33.3% | 0 | 42.65s | 732 | 70 | 32,239 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 4.8 | 10.0 | 10.0 | 100.0% | 0 | 2.46s | 708 | 237 | 0 | |
| GPT-5.6 Terra | 5.1 | 10.0 | 0.0% | 0 | 3.03s | 477 | 113 | 216 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 4.8 | 10.0 | 10.0 | 100.0% | 0 | 3.32s | 909 | 373 | 320 | |
| GPT-5.6 Terra | 10.0 | 10.0 | 100.0% | 0 | 2.14s | 660 | 96 | 319 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 4.8 | 10.0 | 10.0 | 100.0% | 0 | 3.95s | 894 | 791 | 483 | |
| GPT-5.6 Terra | 7.7 | 10.0 | 66.7% | 0 | 5.45s | 642 | 277 | 2,613 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 4.8 | 10.0 | 10.0 | 100.0% | 0 | 8.96s | 11,775 | 301 | 225 | |
| GPT-5.6 Terra | 10.0 | 10.0 | 100.0% | 0 | 4.97s | 5,454 | 258 | 168 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 4.8 | 3.0 | 10.0 | 0.0% | 0 | 6.14s | 258 | 451 | 214 | |
| GPT-5.6 Terra | 3.0 | 10.0 | 0.0% | 0 | 23.30s | 195 | 30 | 5,517 |
Quick Compare
Switch Comparison Pair
Claude Opus 4.8mediumvsGrok 4.5highKimi K3maxvsGPT-5.6 TerrahighClaude Opus 4.8mediumvsKimi K3maxClaude Opus 4.8mediumvsGemini 3.5 FlashhighGPT-5.6 TerrahighvsQwen3.7 PlusmediumGemini 3.1 Pro PreviewmediumvsGPT-5.6 TerrahighClaude Opus 4.8mediumvsGLM 5.2highGPT-5.6 TerrahighvsGLM 5.2mediumMuse Glimmer 30BxhighvsGPT-5.6 TerrahighClaude Opus 4.8mediumvsDeepSeek V4 Flash 0731highGPT-5.6 TerrahighvsQwen3.8 2.4T A95BlowClaude Opus 4.8mediumvsMuse Spark 1.1high