- Rank
- #32
- Total Output Tokens
- 43,450
- Response Time (avg)
- 13.24s
- Total Cost
- $2.870
Claude Opus 5 (medium) vs Gemini 4 Carbon (high)
Claude Opus 5 (medium) leads on average score with 9.4 vs 9.3. Claude Opus 5 (medium) has the lower benchmark cost at $2.870 vs $6.107. Claude Opus 5 (medium) is faster at 13.24s vs 120.04s, with pass rates of 84.1% vs 97.1%.
Compared models
- Rank
- #36
- Total Output Tokens
- 513,770
- Response Time (avg)
- 120.04s
- Total Cost
- $6.107
Recommended model
Claude Opus 5 (medium)
It has the best score here (9.4), while costing about 2.1x less than Gemini 4 Carbon (high).
Detailed comparison
| Metric | Claude Opus 5 Claude Opus 5 medium | Gemini 4 Carbon Gemini 4 Carbon high |
|---|---|---|
| Score | 9.4 | 9.3 |
| Rank | #32 | #36 |
| Reliability | 10.0 | 9.0 |
| Consistency | 9.6 | 9.3 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 84.1% | 97.1% |
| Flaky tests | 1 | 2 |
| Total Runs | 69 | 69 |
| Cost per result | 15.102 | 29.080 |
| Total Cost | $2.870 | $6.107 |
| Input Price | $5.000 / 1M | $2.000 / 1M |
| Output Price | $25.000 / 1M | $10.000 / 1M |
| Cache Read Price | $0.500 / 1M | $0.100 / 1M |
| Cache Write Price | $6.250 / 1M | $0.188 / 1M |
| Total Input Tokens | 356,605 | 484,505 |
| Output Tokens | 26,715 | 6,098 |
| Reasoning Tokens | 17,041 | 507,672 |
| Response Time (avg) | 13.24s | 120.04s |
| Response Time (max) | 78.80s | 443.11s |
| Response Time (total) | 304.46s | 2760.87s |
| Parameters | ~5T total (~500B active) | ~1.2T total (~20B 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
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#32 Claude Opus 5
medium- Cost
- $0.125
- Time
- 69.3s
- Tokens
- 5,134 tok
#36 Gemini 4 Carbon
high
Reached the allocated time limit (600 seconds) without receiving showcase output.
- Cost
- $0.000
- Time
- 600.0s
- Tokens
- 0 tok
Category Breakdown
| Agentic | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 5 | 10.0 | 10.0 | 100.0% | 0 | 78.80s | 221,001 | 2,901 | 4,237 | |
| Gemini 4 Carbon | 10.0 | 10.0 | 100.0% | 0 | 242.71s | 228,686 | 1,076 | 30,888 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 5 | 10.0 | 10.0 | 100.0% | 0 | 5.46s | 834 | 1,559 | 572 | |
| Gemini 4 Carbon | 10.0 | 10.0 | 100.0% | 0 | 11.36s | 918 | 181 | 6,246 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 5 | 10.0 | 10.0 | 100.0% | 0 | 9.56s | 10,590 | 5,224 | 1,162 | |
| Gemini 4 Carbon | 10.0 | 10.0 | 100.0% | 0 | 119.00s | 8,448 | 495 | 79,534 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 5 | 10.0 | 10.0 | 100.0% | 0 | 23.89s | 98,197 | 7,895 | 1,276 | |
| Gemini 4 Carbon | 4.7 | 1.6 | 66.7% | 2 | 399.18s | 205,214 | 3,187 | 143,193 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 5 | 10.0 | 10.0 | 100.0% | 0 | 3.92s | 10,503 | 355 | 161 | |
| Gemini 4 Carbon | 10.0 | 10.0 | 100.0% | 0 | 21.49s | 8,025 | 336 | 8,927 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 5 | 2.9 | 7.2 | 11.1% | 1 | 26.35s | 972 | 6,224 | 8,562 | |
| Gemini 4 Carbon | 10.0 | 10.0 | 100.0% | 0 | 337.62s | 963 | 48 | 198,683 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 5 | 10.0 | 10.0 | 100.0% | 0 | 3.56s | 708 | 291 | 0 | |
| Gemini 4 Carbon | 10.0 | 10.0 | 100.0% | 0 | 22.70s | 591 | 137 | 3,276 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 5 | 10.0 | 10.0 | 100.0% | 0 | 4.16s | 909 | 377 | 351 | |
| Gemini 4 Carbon | 10.0 | 10.0 | 100.0% | 0 | 24.45s | 825 | 96 | 8,586 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 5 | 10.0 | 10.0 | 100.0% | 0 | 4.27s | 894 | 836 | 465 | |
| Gemini 4 Carbon | 10.0 | 10.0 | 100.0% | 0 | 16.38s | 882 | 226 | 5,881 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 5 | 10.0 | 10.0 | 100.0% | 0 | 8.76s | 11,739 | 354 | 0 | |
| Gemini 4 Carbon | 10.0 | 10.0 | 100.0% | 0 | 97.59s | 29,692 | 292 | 15,637 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 5 | 3.0 | 10.0 | 0.0% | 0 | 7.03s | 258 | 699 | 255 | |
| Gemini 4 Carbon | 10.0 | 10.0 | 100.0% | 0 | 43.18s | 261 | 24 | 6,821 |
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