#1 Gemini 3.5 Flash
high- Cost
- $0.208
- Time
- 118.2s
- Tokens
- 23,158 tok
AI BENCHY Compare
Google: Gemini 3.5 Flash vs StepFun: Step 3.7 Flash
Summary
Gemini 3.5 Flash (high) leads on average score with 9.8 vs 8.5. Step 3.7 Flash (medium) has the lower benchmark cost at $0.376 vs $1.115. Gemini 3.5 Flash (high) is faster at 8.84s vs 20.35s, with pass rates of 96.8% vs 73.0%.
Recommended modelGemini 3.5 Flash (high)It has the best score here (9.8), while responding about 2.3x faster than Step 3.7 Flash (medium).
Last updated at: 2026-07-14
| Metric | Gemini 3.5 Flash Gemini 3.5 Flash high | Step 3.7 Flash Step 3.7 Flash medium |
|---|---|---|
| Score | 9.8 | 8.5 |
| Rank | #1 | #23 |
| Reliability | 10.0 | 9.9 |
| Consistency | 9.6 | 9.3 |
| Tests Correct | ||
| Attempt pass rate | 96.8% | 73.0% |
| Flaky tests | 1 | 2 |
| Total Runs | 63 | 61 |
| Cost per result | 5.575 | 2.686 |
| Total Cost | $1.115 | $0.376 |
| Input Price | $1.500 / 1M | $0.200 / 1M |
| Output Price | $9.000 / 1M | $1.150 / 1M |
| Total Input Tokens | 37,594 | 39,981 |
| Output Tokens | 1,975 | 319,958 |
| Reasoning Tokens | 115,638 | 0 |
| Response Time (avg) | 8.84s | 20.35s |
| Response Time (max) | 34.82s | 113.98s |
| Response Time (total) | 185.57s | 427.42s |
Generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#23 Step 3.7 Flash
medium- Cost
- $0.006
- Time
- 46.2s
- Tokens
- 4,466 tok
Top Models by Score
Score vs Total Cost
Response Time (avg)
Score vs Response Time (avg)
Total Output Tokens
Score vs Total Output Tokens
Category Breakdown
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash | 10.0 | 10.0 | 100.0% | 0 | 22.96s | 8,118 | 456 | 47,129 | |
| Step 3.7 Flash | 8.8 | 7.8 | 88.9% | 1 | 27.42s | 7,437 | 44,797 | 0 |
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