- Rank
- #178
- Total Output Tokens
- 32,443
- Response Time (avg)
- 7.46s
- Total Cost
- $0.909
Claude Sonnet 5.5 (low) vs Gemini 3.1 Flash Lite Preview (medium)
Gemini 3.1 Flash Lite Preview (medium) leads on average score with 7.0 vs 6.9. Gemini 3.1 Flash Lite Preview (medium) has the lower benchmark cost at $0.158 vs $0.909. Gemini 3.1 Flash Lite Preview (medium) is faster at 6.78s vs 7.46s, with pass rates of 46.4% 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)
It has the best score here (7.0), while costing about 5.8x less than Claude Sonnet 5.5 (low).
Detailed comparison
| Metric | Claude Sonnet 5.5 Claude Sonnet 5.5 low | Gemini 3.1 Flash Lite Preview Gemini 3.1 Flash Lite Preview medium |
|---|---|---|
| Score | 6.9 | 7.0 |
| Rank | #178 | #166 |
| Reliability | 10.0 | 10.0 |
| Consistency | 9.4 | 9.9 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 46.4% | 60.9% |
| Flaky tests | 2 | 0 |
| Total Runs | 69 | 69 |
| Cost per result | 9.082 | 1.124 |
| Total Cost | $0.909 | $0.158 |
| Input Price | $2.000 / 1M | $0.250 / 1M |
| Output Price | $10.000 / 1M | $1.500 / 1M |
| Cache Read Price | $0.200 / 1M | $0.025 / 1M |
| Cache Write Price | $2.500 / 1M | $0.084 / 1M |
| Total Input Tokens | 291,853 | 272,221 |
| Output Tokens | 24,116 | 12,345 |
| Reasoning Tokens | 8,327 | 47,189 |
| Response Time (avg) | 7.46s | 6.78s |
| Response Time (max) | 46.61s | 54.91s |
| Response Time (total) | 171.47s | 155.96s |
| Parameters | ~1T total (~100B 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.
#178 Claude Sonnet 5.5
low- Cost
- $0.020
- Time
- 15.3s
- Tokens
- 2,077 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 Sonnet 5.5 | 10.0 | 10.0 | 100.0% | 0 | 46.61s | 125,435 | 2,660 | 1,153 | |
| 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 Sonnet 5.5 | 6.5 | 10.0 | 50.0% | 0 | 2.55s | 858 | 1,736 | 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 Sonnet 5.5 | 3.2 | 9.7 | 0.0% | 0 | 5.81s | 10,608 | 5,903 | 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 Sonnet 5.5 | 7.9 | 6.9 | 66.7% | 1 | 22.50s | 128,879 | 7,220 | 4,027 | |
| 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 Sonnet 5.5 | 10.0 | 10.0 | 100.0% | 0 | 2.31s | 10,515 | 312 | 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 Sonnet 5.5 | 3.0 | 10.0 | 0.0% | 0 | 8.09s | 990 | 3,974 | 2,570 | |
| 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 Sonnet 5.5 | 4.8 | 3.2 | 33.3% | 1 | 2.33s | 714 | 374 | 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 Sonnet 5.5 | 6.3 | 10.0 | 50.0% | 0 | 1.91s | 921 | 357 | 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 Sonnet 5.5 | 7.7 | 10.0 | 66.7% | 0 | 2.50s | 912 | 892 | 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 Sonnet 5.5 | 10.0 | 10.0 | 100.0% | 0 | 4.67s | 11,757 | 354 | 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 Sonnet 5.5 | 3.0 | 10.0 | 0.0% | 0 | 4.97s | 264 | 334 | 577 | |
| Gemini 3.1 Flash Lite Preview | 3.0 | 10.0 | 0.0% | 0 | 2.68s | 160 | 12 | 1,801 |
Quick Compare
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