#27 DeepSeek V4 Flash
high- Cost
- $0.003
- Time
- 93.1s
- Tokens
- 7,926 tok
AI BENCHY Compare
DeepSeek: DeepSeek V4 Flash vs StepFun: Step 3.7 Flash
Summary
Step 3.7 Flash (medium) leads on average score with 8.5 vs 8.3. DeepSeek V4 Flash (high) has the lower benchmark cost at $0.027 vs $0.376. Step 3.7 Flash (medium) is faster at 20.35s vs 45.85s, with pass rates of 74.6% vs 73.0%.
Recommended modelDeepSeek V4 Flash (high)Its score stays close to the best score here (8.3 vs 8.5), while costing about 14.4x less than Step 3.7 Flash (medium).
Last updated at: 2026-07-14
| Metric | DeepSeek V4 Flash DeepSeek V4 Flash high | Step 3.7 Flash Step 3.7 Flash medium |
|---|---|---|
| Score | 8.3 | 8.5 |
| Rank | #27 | #23 |
| Reliability | 10.0 | 9.9 |
| Consistency | 8.5 | 9.3 |
| Tests Correct | ||
| Attempt pass rate | 74.6% | 73.0% |
| Flaky tests | 4 | 2 |
| Total Runs | 63 | 61 |
| Cost per result | 0.299 | 2.686 |
| Total Cost | $0.027 | $0.376 |
| Input Price | $0.090 / 1M | $0.200 / 1M |
| Output Price | $0.180 / 1M | $1.150 / 1M |
| Total Input Tokens | 39,745 | 39,981 |
| Output Tokens | 10,310 | 319,958 |
| Reasoning Tokens | 123,501 | 0 |
| Response Time (avg) | 45.85s | 20.35s |
| Response Time (max) | 218.13s | 113.98s |
| Response Time (total) | 962.79s | 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 |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash | 7.8 | 10.0 | 66.7% | 0 | 50.60s | 7,279 | 395 | 34,862 | |
| Step 3.7 Flash | 8.8 | 7.8 | 88.9% | 1 | 27.42s | 7,437 | 44,797 | 0 |
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