- Rank
- #41
- Total Output Tokens
- 32,127
- Response Time (avg)
- 25.85s
- Total Cost
- $1.804
Claude Opus 5.5 (medium) vs Gemini 4 Carbon (high)
Gemini 4 Carbon (high) leads on average score with 9.3 vs 9.2. Claude Opus 5.5 (medium) has the lower benchmark cost at $1.804 vs $6.107. Claude Opus 5.5 (medium) is faster at 25.85s vs 120.04s, with pass rates of 89.9% 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 5.5 (medium)
Its score stays close to the best score here (9.2 vs 9.3), while costing about 3.4x less than Gemini 4 Carbon (high).
Detailed comparison
| Metric | Claude Opus 5.5 Claude Opus 5.5 medium | Gemini 4 Carbon Gemini 4 Carbon high |
|---|---|---|
| Score | 9.2 | 9.3 |
| Rank | #41 | #36 |
| Reliability | 10.0 | 9.0 |
| Consistency | 9.7 | 9.3 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 89.9% | 97.1% |
| Flaky tests | 1 | 2 |
| Total Runs | 69 | 69 |
| Cost per result | 9.016 | 29.080 |
| Total Cost | $1.804 | $6.107 |
| Input Price | $4.000 / 1M | $2.000 / 1M |
| Output Price | $20.000 / 1M | $10.000 / 1M |
| Cache Read Price | $0.200 / 1M | $0.100 / 1M |
| Cache Write Price | $5.000 / 1M | $0.188 / 1M |
| Total Input Tokens | 290,117 | 484,505 |
| Output Tokens | 9,805 | 6,098 |
| Reasoning Tokens | 22,322 | 507,672 |
| Response Time (avg) | 25.85s | 120.04s |
| Response Time (max) | 90.20s | 443.11s |
| Response Time (total) | 594.63s | 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.
#41 Claude Opus 5.5
medium- Cost
- $0.053
- Time
- 25.6s
- Tokens
- 2,781 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 5.5 | 10.0 | 10.0 | 100.0% | 0 | 62.59s | 156,163 | 2,513 | 2,420 | |
| 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 5.5 | 10.0 | 10.0 | 100.0% | 0 | 12.42s | 858 | 321 | 657 | |
| 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 5.5 | 8.4 | 7.4 | 88.9% | 1 | 13.50s | 10,608 | 636 | 4,341 | |
| 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 5.5 | 10.0 | 10.0 | 100.0% | 0 | 55.69s | 96,679 | 4,639 | 4,527 | |
| 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 5.5 | 10.0 | 10.0 | 100.0% | 0 | 12.65s | 10,515 | 312 | 277 | |
| 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 5.5 | 7.7 | 10.0 | 66.7% | 0 | 21.35s | 990 | 61 | 8,360 | |
| 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 5.5 | 10.0 | 10.0 | 100.0% | 0 | 6.17s | 714 | 273 | 326 | |
| 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 5.5 | 10.0 | 10.0 | 100.0% | 0 | 21.33s | 921 | 96 | 336 | |
| 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 5.5 | 10.0 | 10.0 | 100.0% | 0 | 30.12s | 912 | 513 | 491 | |
| 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 5.5 | 10.0 | 10.0 | 100.0% | 0 | 74.20s | 11,757 | 441 | 587 | |
| 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 5.5 | 3.0 | 10.0 | 0.0% | 0 | 27.75s | 0 | 0 | 0 | |
| Gemini 4 Carbon | 10.0 | 10.0 | 100.0% | 0 | 43.18s | 261 | 24 | 6,821 |
Quick Compare
Switch Comparison Pair
Claude Opus 5.5mediumvsMuse Spark OpenhighSeed 2.1 TurbolowvsGemini 4 CarbonhighClaude Opus 5.5mediumvsGemini 4 HydrogenlowClaude Opus 5.5mediumvsDeepSeek V4.1 Flash 1017lowClaude Opus 5.5mediumvsGemini 4 HydrogenxhighClaude Opus 5.5mediumvsMuse EmberhighGemini 4 CarbonhighvsGPT-6.1 TerralowClaude Opus 5.5mediumvsSeed 2.1 TurbolowClaude Opus 5.5mediumvsQwen3.8 Max (0902)highGemini 4 CarbonhighvsMuse WondermediumGemini 4 CarbonhighvsGPT-6.1 TerraxhighClaude Opus 5.5mediumvsMuse Spark 1.3high