#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 7.7. Step 3.7 Flash (low) has the lower benchmark cost at $0.341 vs $1.115. Gemini 3.5 Flash (high) is faster at 8.84s vs 15.74s, with pass rates of 96.8% vs 68.3%.
Recommended modelGemini 3.5 Flash (high)It has the best score here (9.8), while responding about 1.8x faster than Step 3.7 Flash (low).
Last updated at: 2026-07-14
| Metric | Gemini 3.5 Flash Gemini 3.5 Flash high | Step 3.7 Flash Step 3.7 Flash low |
|---|---|---|
| Score | 9.8 | 7.7 |
| Rank | #1 | #51 |
| Reliability | 10.0 | 10.0 |
| Consistency | 9.6 | 8.4 |
| Tests Correct | ||
| Attempt pass rate | 96.8% | 68.3% |
| Flaky tests | 1 | 4 |
| Total Runs | 63 | 63 |
| Cost per result | 5.575 | 2.840 |
| Total Cost | $1.115 | $0.341 |
| Input Price | $1.500 / 1M | $0.200 / 1M |
| Output Price | $9.000 / 1M | $1.150 / 1M |
| Total Input Tokens | 37,594 | 40,101 |
| Output Tokens | 1,975 | 289,325 |
| Reasoning Tokens | 115,638 | 0 |
| Response Time (avg) | 8.84s | 15.74s |
| Response Time (max) | 34.82s | 124.75s |
| Response Time (total) | 185.57s | 330.63s |
Generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#51 Step 3.7 Flash
low
Invalid SVG
- Cost
- $0.004
- Time
- 25.3s
- Tokens
- 3,072 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 | 8.2 | 7.2 | 88.9% | 1 | 9.46s | 7,437 | 18,685 | 0 |
Quick Compare
Switch Comparison Pair
GPT-5.6 LunahighvsStep 3.7 FlashlowClaude Opus 4.6mediumvsStep 3.7 FlashlowStep 3.7 FlashlowvsGrok 4.3mediumKAT-Coder-Pro V2.5highvsStep 3.7 FlashlowQwen3.5-122B-A10BmediumvsStep 3.7 FlashlowKimi K2.6mediumFree AvailablevsStep 3.7 FlashlowGemini 3.1 Flash LitemediumvsStep 3.7 FlashlowQwen3.5 Plus 2026-04-20mediumvsStep 3.7 FlashlowGemini 3.1 Flash Lite PreviewmediumvsStep 3.7 FlashlowMiniMax M3mediumvsStep 3.7 FlashlowDeepSeek V4 ProhighvsStep 3.7 FlashlowStep 3.7 FlashlowvsGrok Build 0.1medium