- Rank
- #24
- Total Output Tokens
- 25,006
- Response Time (avg)
- 25.68s
- Total Cost
- $1.733
Claude Opus 5.5 (low) vs Gemini 3.8 Flash (high)
Gemini 3.8 Flash (high) leads on average score with 9.9 vs 9.4. Claude Opus 5.5 (low) has the lower benchmark cost at $1.733 vs $1.927. Claude Opus 5.5 (low) is faster at 25.68s vs 40.60s, with pass rates of 88.4% vs 98.6%.
Compared models
- Rank
- #2
- Total Output Tokens
- 446,728
- Response Time (avg)
- 40.60s
- Total Cost
- $1.927
Recommended model
Gemini 3.8 Flash (high)
It has the strongest score in this comparison (9.9) and the best overall balance of cost and response time across 2 models.
Detailed comparison
| Metric | Claude Opus 5.5 Claude Opus 5.5 low | Gemini 3.8 Flash Gemini 3.8 Flash high |
|---|---|---|
| Score | 9.4 | 9.9 |
| Rank | #24 | #2 |
| Reliability | 10.0 | 10.0 |
| Consistency | 9.3 | 9.6 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 88.4% | 98.6% |
| Flaky tests | 2 | 1 |
| Total Runs | 69 | 69 |
| Cost per result | 9.118 | 8.756 |
| Total Cost | $1.733 | $1.927 |
| Input Price | $4.000 / 1M | $0.750 / 1M |
| Output Price | $20.000 / 1M | $3.750 / 1M |
| Cache Read Price | $0.200 / 1M | $0.075 / 1M |
| Cache Write Price | $5.000 / 1M | $0.042 / 1M |
| Total Input Tokens | 308,056 | 334,568 |
| Output Tokens | 9,434 | 11,394 |
| Reasoning Tokens | 15,572 | 435,334 |
| Response Time (avg) | 25.68s | 40.60s |
| Response Time (max) | 89.16s | 177.08s |
| Response Time (total) | 590.71s | 933.73s |
| Parameters | ~5T total (~500B active) | ~500B 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.
#24 Claude Opus 5.5
low
Invalid SVG
- Cost
- $0.038
- Time
- 19.1s
- Tokens
- 2,010 tok
#2 Gemini 3.8 Flash
high- Cost
- $0.077
- Time
- 129.1s
- Tokens
- 20,373 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 | 68.89s | 175,310 | 2,980 | 1,022 | |
| Gemini 3.8 Flash | 10.0 | 10.0 | 100.0% | 0 | 115.54s | 249,975 | 877 | 37,663 |
| 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 | 11.92s | 858 | 266 | 473 | |
| Gemini 3.8 Flash | 10.0 | 10.0 | 100.0% | 0 | 2.92s | 492 | 172 | 4,363 |
| Coding | 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 | 12.23s | 10,608 | 575 | 2,777 | |
| Gemini 3.8 Flash | 10.0 | 10.0 | 100.0% | 0 | 29.30s | 8,118 | 462 | 50,196 |
| 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 | 53.65s | 95,471 | 3,968 | 2,689 | |
| Gemini 3.8 Flash | 10.0 | 10.0 | 100.0% | 0 | 115.73s | 60,514 | 4,032 | 132,696 |
| 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 | 12.01s | 10,515 | 312 | 234 | |
| Gemini 3.8 Flash | 10.0 | 10.0 | 100.0% | 0 | 8.23s | 7,548 | 279 | 7,902 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 5.5 | 5.9 | 7.2 | 55.6% | 1 | 22.78s | 990 | 59 | 7,428 | |
| Gemini 3.8 Flash | 8.2 | 7.2 | 88.9% | 1 | 131.31s | 649 | 4,972 | 167,505 |
| 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 | 5.68s | 714 | 292 | 326 | |
| Gemini 3.8 Flash | 10.0 | 10.0 | 100.0% | 0 | 4.06s | 486 | 75 | 1,576 |
| 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 | 21.06s | 921 | 96 | 226 | |
| Gemini 3.8 Flash | 10.0 | 10.0 | 100.0% | 0 | 4.73s | 615 | 72 | 4,241 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 5.5 | 8.7 | 7.7 | 88.9% | 1 | 29.83s | 912 | 448 | 397 | |
| Gemini 3.8 Flash | 10.0 | 10.0 | 100.0% | 0 | 3.44s | 558 | 204 | 3,704 |
| 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 | 72.62s | 11,757 | 438 | 0 | |
| Gemini 3.8 Flash | 10.0 | 10.0 | 100.0% | 0 | 42.65s | 5,457 | 238 | 20,359 |
| 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 | 27.89s | 0 | 0 | 0 | |
| Gemini 3.8 Flash | 10.0 | 10.0 | 100.0% | 0 | 10.30s | 156 | 11 | 5,129 |
Quick Compare
Switch Comparison Pair
Gemini 3.8 FlashhighvsGPT-6.1 SolmaxGemini 3.8 FlashhighvsGPT-6 AstramaxGemini 3.8 FlashhighvsGPT-6.1 SolxhighClaude Opus 5.5lowvsGPT-5.6 SolhighClaude Opus 5.5lowvsGPT-6 AstramediumClaude Opus 5.5lowvsGPT-5.6 SolmediumClaude Opus 5.5lowvsGPT-6 SolmediumClaude Opus 5.5lowvsGemini 3.7 FlashmediumClaude Opus 5.5lowvsGemini 4 ArgonhighClaude Opus 5.5lowvsGemini 3 Flash PreviewmediumClaude Opus 5.5lowvsGPT-6.1 SolhighClaude Opus 5.5lowvsGPT-6.1 Solmedium