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#126

Step 3.5 Flash

Stepfun Release: 2026-02-01 Tested on: 2026-07-16 23:25 stepfun/step-3.5-flash::medium
(medium) (none)

Summary

Step 3.5 Flash scores 6.0 on AI BENCHY and ranks #126. It has 9.2 reliability, a 51.5% pass rate, $0.108 total cost, and 174.22s average response time.

What makes Step 3.5 Flash unique: It stands out most in Anti-AI Tricks, where it ranks #1, while Coding is its weakest area at #13. It uses unusually many reasoning tokens, which can help explain its slower or more expensive runs.

Score

6.0

Consistency

9.0

Total Cost (Current Price)

$0.108 ↑ +80.5%

Tested at: $0.060

Total Output Tokens

402,554

Total Input Tokens

65,707

Input Price

$0.100 / 1M

Output Price

$0.300 / 1M

Tests Correct

Wrong Tests: 10

Attempt pass rate: 51.5%

Flaky tests

1

Flaky tests had mixed outcomes across runs (at least one pass and one fail).

Response Time (avg)

174.22s

Response Time (max): 1597.85s

Response Time (total): 2613.32s

Hamster playing table tennis

Prompt: Create a detailed SVG illustration of a hamster playing table tennis.

#126 Step 3.5 Flash

medium
Cost
$0.008
Time
277.1s
Tokens
23,695 tok

Run history

Tested on Score Reliability Tests Correct Total Cost Compare
2026-07-16 23:25 New test added 6.0 9.2 $0.108 Current run
2026-06-04 14:12 New test added 7.2 8.9 $0.070 Compare
2026-05-22 00:30 Suite changed 7.4 9.3 $0.015 Compare
2026-05-08 15:30 Suite changed 7.6 10.0 $0.011 Compare
2026-04-11 00:35 First recorded run 7.9 N/A $0.000 Compare

This run used a different benchmark suite. Keep suite changes in mind when reading historical movement.

Run comparison

RunScoreConsistencyReliabilityTests CorrectFlaky testsTotal Output TokensTotal Input TokensTotal CostResponse Time (avg)
2026-07-16 23:25 · Current run6.09.09.211/211402,55465,707$0.108174.22s
2026-04-11 00:35 · First recorded run7.99.1N/A11/172227,5110$0.00026.78s
Difference-1.9-0.10-1+175043+65707+$0.108+147442ms

These two runs used different benchmark suites, so the deltas reflect both model changes and suite changes.

Price History

Historical pricing data for this model from OpenRouter.

Date Input Price Output Price
2026-06-04 15:40 $0.090 / 1M $0.300 / 1M
2026-06-30 21:25 $0.100 / 1M $0.300 / 1M

Charts

Choose the first model, then click a second model to open a side-by-side page.

Total Output Tokens

Score vs Total Output Tokens

Quick Compare

Category Breakdown

Category Score Consistency Tests Correct
Anti-AI Tricks 10.0 10.0
Coding 2.4 5.2
Combined 6.5 10.0
Data parsing and extraction 10.0 10.0
Domain specific 5.3 7.2
General Intelligence 5.5 10.0
Instructions following 8.3 10.0
Puzzle Solving 5.3 10.0
Tool Calling 10.0 10.0
Trivia 3.0 10.0

Compared models