#32 Step 3.7 Flash
medium- Cost
- $0.006
- Time
- 46.2s
- Tokens
- 4,466 tok
Stepfun
Release: 2026-05-29
Tested on: 2026-05-29 11:49
stepfun/step-3.7-flash::medium
Summary
Step 3.7 Flash scores 7.9 on AI BENCHY and ranks #32. It has 9.9 reliability, a 71.7% pass rate, $0.404 total cost, and 20.29s average response time.
What makes Step 3.7 Flash unique: It stands out most in Domain specific, where it ranks #1, while Puzzle Solving is its weakest area at #16.
7.9
Consistency
9.2
9.9
$0.404
Total Output Tokens
344,492
Total Input Tokens
0
Input Price
$0.200 / 1M
Output Price
$1.150 / 1M
Flaky tests
2
Flaky tests had mixed outcomes across runs (at least one pass and one fail).
Generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
Run history
| Tested on | Score | Reliability | Tests Correct | Total Cost | Compare |
|---|---|---|---|---|---|
| 2026-06-04 13:52 New test added | 8.0 | 9.9 | $0.376 | Compare | |
| 2026-05-29 11:49 Initial run | 7.9 | 9.9 | $0.404 | Current run |
Run comparison
| Run | Score | Consistency | Reliability | Tests Correct | Flaky tests | Total Output Tokens | Total Input Tokens | Total Cost | Response Time (avg) |
|---|---|---|---|---|---|---|---|---|---|
| 2026-05-29 11:49 · Initial run | 7.9 | 9.2 | 9.9 | 13/20 | 2 | 344,492 | 0 | $0.404 | 20.29s |
| 2026-06-04 13:52 · New test added | 8.0 | 9.3 | 9.9 | 14/21 | 2 | 319,958 | 39,981 | $0.376 | 20.35s |
| Difference | -0.1 | -0.1 | 0.0 | -1 | 0 | +24534 | -39981 | +$0.028 | -64ms |
These two runs used different benchmark suites, so the deltas reflect both model changes and suite changes.
Charts
Choose the first model, then click a second model to open a side-by-side page.
Top Models by Score
Score vs Total Cost
Response Time (avg)
Score vs Response Time (avg)
Total Output Tokens
Score vs Total Output Tokens
Quick Compare
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Category Breakdown
| Category | Score | Consistency | Tests Correct |
|---|---|---|---|
| Anti-AI Tricks | 8.7 | 7.9 | |
| Coding | 8.2 | 6.7 | |
| Combined | 10.0 | 10.0 | |
| Data parsing and extraction | 10.0 | 10.0 | |
| Domain specific | 7.7 | 10.0 | |
| General Intelligence | 4.0 | 10.0 | |
| Instructions following | 9.8 | 10.0 | |
| Puzzle Solving | 5.7 | 9.9 | |
| Tool Calling | 10.0 | 10.0 | |
| Trivia | 3.0 | 10.0 |