- Rank
- #261
- Total Output Tokens
- 96,722
- Response Time (avg)
- 32.23s
- Total Cost
- $2.961
Claude Opus 4.6 (medium) vs Gemini 3.1 Pro Preview (medium)
Gemini 3.1 Pro Preview (medium) leads on average score with 8.4 vs 6.3. Gemini 3.1 Pro Preview (medium) has the lower benchmark cost at $1.585 vs $2.961. Gemini 3.1 Pro Preview (medium) is faster at 22.71s vs 32.23s, with pass rates of 60.9% vs 89.9%.
Compared models
- Rank
- #86
- Total Output Tokens
- 102,691
- Response Time (avg)
- 22.71s
- Total Cost
- $1.585
Recommended model
Gemini 3.1 Pro Preview (medium)
It has the best score here (8.4), while costing about 1.9x less than Claude Opus 4.6 (medium).
Detailed comparison
| Metric | Claude Opus 4.6 Claude Opus 4.6 medium | Gemini 3.1 Pro Preview Gemini 3.1 Pro Preview medium |
|---|---|---|
| Score | 6.3 | 8.4 |
| Rank | #261 | #86 |
| Reliability | 10.0 | 9.8 |
| Consistency | 8.5 | 9.6 |
| Attempts | 66/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 60.9% | 89.9% |
| Flaky tests | 3 | 1 |
| Total Runs | 66 | 69 |
| Cost per result | 22.777 | 7.924 |
| Total Cost | $2.961 | $1.585 |
| Input Price | $5.000 / 1M | $2.000 / 1M |
| Output Price | $25.000 / 1M | $12.000 / 1M |
| Cache Read Price | $0.500 / 1M | $0.200 / 1M |
| Cache Write Price | $6.250 / 1M | $0.375 / 1M |
| Total Input Tokens | 108,573 | 176,208 |
| Output Tokens | 69,994 | 6,093 |
| Reasoning Tokens | 26,728 | 96,598 |
| Response Time (avg) | 32.23s | 22.71s |
| Response Time (max) | 151.51s | 88.68s |
| Response Time (total) | 515.65s | 386.11s |
| 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.
#261 Claude Opus 4.6
medium
Reached the allocated time limit (300 seconds) without receiving showcase output.
- Cost
- $0.000
- Time
- 300.0s
- Tokens
- 0 tok
#86 Gemini 3.1 Pro Preview
medium- Cost
- $0.115
- Time
- 87.2s
- Tokens
- 9,629 tok
Category Breakdown
| Agentic | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 4.6 | 0.0 | 0.0 | 0.0% | 0 | 0ms | 0 | 0 | 0 | |
| Gemini 3.1 Pro Preview | 4.7 | 1.6 | 66.7% | 1 | 56.17s | 83,912 | 861 | 4,592 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 4.6 | 6.4 | 5.8 | 66.7% | 2 | 7.45s | 840 | 986 | 1,071 | |
| Gemini 3.1 Pro Preview | 10.0 | 10.0 | 100.0% | 0 | 7.90s | 498 | 112 | 3,218 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 4.6 | 5.7 | 7.1 | 44.4% | 1 | 30.10s | 8,522 | 13,057 | 4,121 | |
| Gemini 3.1 Pro Preview | 7.9 | 9.9 | 66.7% | 0 | 40.17s | 8,124 | 435 | 41,247 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 4.6 | 10.0 | 10.0 | 100.0% | 0 | 114.08s | 76,073 | 33,018 | 9,509 | |
| Gemini 3.1 Pro Preview | 9.8 | 10.0 | 100.0% | 0 | 40.39s | 67,910 | 3,687 | 23,111 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 4.6 | 10.0 | 10.0 | 100.0% | 0 | 7.37s | 8,676 | 691 | 757 | |
| Gemini 3.1 Pro Preview | 10.0 | 10.0 | 100.0% | 0 | 7.72s | 7,265 | 279 | 3,904 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 4.6 | 3.0 | 10.0 | 0.0% | 0 | 42.53s | 632 | 12,350 | 7,100 | |
| Gemini 3.1 Pro Preview | 7.7 | 10.0 | 66.7% | 0 | 20.29s | 644 | 18 | 11,704 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 4.6 | 10.0 | 10.0 | 100.0% | 0 | 5.04s | 564 | 188 | 292 | |
| Gemini 3.1 Pro Preview | 10.0 | 10.0 | 100.0% | 0 | 11.77s | 490 | 108 | 1,179 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 4.6 | 10.0 | 10.0 | 100.0% | 0 | 2.43s | 792 | 266 | 467 | |
| Gemini 3.1 Pro Preview | 10.0 | 10.0 | 100.0% | 0 | 9.56s | 621 | 72 | 2,236 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 4.6 | 7.7 | 10.0 | 66.7% | 0 | 4.71s | 816 | 532 | 630 | |
| Gemini 3.1 Pro Preview | 10.0 | 10.0 | 100.0% | 0 | 6.90s | 570 | 235 | 3,128 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 4.6 | 10.0 | 10.0 | 100.0% | 0 | 9.73s | 11,454 | 861 | 329 | |
| Gemini 3.1 Pro Preview | 10.0 | 10.0 | 100.0% | 0 | 23.15s | 6,018 | 274 | 982 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 4.6 | 3.0 | 10.0 | 0.0% | 0 | 63.24s | 204 | 8,045 | 2,452 | |
| Gemini 3.1 Pro Preview | 10.0 | 10.0 | 100.0% | 0 | 6.27s | 156 | 12 | 1,297 |
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