- Rank
- #159
- Total Output Tokens
- 31,386
- Response Time (avg)
- 10.78s
- Total Cost
- $2.766
Claude Opus 5 vs Gemini 3.1 Flash Lite Preview (medium)
Claude Opus 5 leads on average score with 7.1 vs 7.0. Gemini 3.1 Flash Lite Preview (medium) has the lower benchmark cost at $0.158 vs $2.766. Gemini 3.1 Flash Lite Preview (medium) is faster at 6.78s vs 10.78s, with pass rates of 55.1% vs 60.9%.
Compared models
- Rank
- #166
- Total Output Tokens
- 59,534
- Response Time (avg)
- 6.78s
- Total Cost
- $0.158
Recommended model
Gemini 3.1 Flash Lite Preview (medium)
Its score stays close to the best score here (7.0 vs 7.1), while costing about 17.6x less than Claude Opus 5.
Detailed comparison
| Metric | Claude Opus 5 Claude Opus 5 none | Gemini 3.1 Flash Lite Preview Gemini 3.1 Flash Lite Preview medium |
|---|---|---|
| Score | 7.1 | 7.0 |
| Rank | #159 | #166 |
| Reliability | 10.0 | 10.0 |
| Consistency | 9.6 | 9.9 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 55.1% | 60.9% |
| Flaky tests | 1 | 0 |
| Total Runs | 69 | 69 |
| Cost per result | 23.044 | 1.124 |
| Total Cost | $2.766 | $0.158 |
| Input Price | $5.000 / 1M | $0.250 / 1M |
| Output Price | $25.000 / 1M | $1.500 / 1M |
| Cache Read Price | $0.500 / 1M | $0.025 / 1M |
| Cache Write Price | $6.250 / 1M | $0.084 / 1M |
| Total Input Tokens | 396,120 | 272,221 |
| Output Tokens | 31,386 | 12,345 |
| Reasoning Tokens | 0 | 47,189 |
| Response Time (avg) | 10.78s | 6.78s |
| Response Time (max) | 79.61s | 54.91s |
| Response Time (total) | 247.96s | 155.96s |
| Parameters | ~5T total (~500B active) | ~150B total (~10B 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.
#159 Claude Opus 5
none- Cost
- $0.271
- Time
- 149.3s
- Tokens
- 10,962 tok
#166 Gemini 3.1 Flash Lite Preview
medium- Cost
- $0.003
- Time
- 5.2s
- Tokens
- 1,944 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 | 5.4 | 9.6 | 0.0% | 0 | 79.61s | 210,573 | 6,520 | 0 | |
| Gemini 3.1 Flash Lite Preview | 5.0 | 10.0 | 0.0% | 0 | 54.91s | 154,728 | 1,756 | 0 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 5 | 5.5 | 8.3 | 41.7% | 1 | 4.33s | 834 | 1,398 | 0 | |
| Gemini 3.1 Flash Lite Preview | 9.1 | 10.0 | 75.0% | 0 | 2.33s | 512 | 570 | 4,305 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 5 | 5.9 | 9.7 | 33.3% | 0 | 5.54s | 10,590 | 2,886 | 0 | |
| Gemini 3.1 Flash Lite Preview | 5.5 | 10.0 | 33.3% | 0 | 4.09s | 8,126 | 461 | 8,597 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 5 | 8.3 | 10.0 | 50.0% | 0 | 30.54s | 148,140 | 13,011 | 0 | |
| Gemini 3.1 Flash Lite Preview | 7.2 | 9.1 | 50.0% | 0 | 16.63s | 93,097 | 8,706 | 16,997 |
| 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 | 3.88s | 10,503 | 309 | 0 | |
| Gemini 3.1 Flash Lite Preview | 10.0 | 10.0 | 100.0% | 0 | 2.29s | 7,362 | 279 | 2,952 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 5 | 5.3 | 10.0 | 33.3% | 0 | 11.10s | 972 | 5,440 | 0 | |
| Gemini 3.1 Flash Lite Preview | 5.3 | 10.0 | 33.3% | 0 | 4.09s | 652 | 18 | 6,120 |
| 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 | 3.70s | 708 | 316 | 0 | |
| Gemini 3.1 Flash Lite Preview | 10.0 | 10.0 | 100.0% | 0 | 3.16s | 488 | 96 | 1,488 |
| 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 | 2.81s | 909 | 99 | 0 | |
| Gemini 3.1 Flash Lite Preview | 10.0 | 10.0 | 100.0% | 0 | 1.91s | 621 | 72 | 2,121 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 5 | 7.7 | 10.0 | 66.7% | 0 | 3.66s | 894 | 874 | 0 | |
| Gemini 3.1 Flash Lite Preview | 7.7 | 10.0 | 66.7% | 0 | 5.30s | 566 | 141 | 1,896 |
| 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 | 7.89s | 11,739 | 355 | 0 | |
| Gemini 3.1 Flash Lite Preview | 10.0 | 10.0 | 100.0% | 0 | 3.80s | 5,909 | 234 | 912 |
| 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 | 4.08s | 258 | 178 | 0 | |
| Gemini 3.1 Flash Lite Preview | 3.0 | 10.0 | 0.0% | 0 | 2.68s | 160 | 12 | 1,801 |
Quick Compare
Switch Comparison Pair
Claude Opus 5nonevsQwen3.6 27BmediumGemini 3.1 Flash Lite PreviewmediumvsGPT-5.2 ChatdefaultEmber-1lowvsGemini 3.1 Flash Lite PreviewmediumClaude Opus 5nonevsStep 3.7 FlashlowClaude Opus 5nonevsGLM 5mediumClaude Opus 5nonevsLongCat 2.0mediumGemini 3.1 Flash Lite PreviewmediumvsStep 5 PreviewhighClaude Opus 5nonevsQwen3.8 Flash NextxhighClaude Opus 5nonevsQwen3.7 FlashhighGemini 3.1 Flash Lite PreviewmediumvsGrok 4.6lowGemini 3.1 Flash Lite PreviewmediumvsMuse Glimmer 30BlowGemini 3.1 Flash Lite PreviewmediumvsMiMo-V2.6-Flashlow