Step 3.7 Flash
StepFunOpen weightsReasoningProvisionalReleased May 29, 2026Input: text, image, video
Overall score
43.6
Rank 127 of 222 · 29.3–58.0
Context window
256K
256,000 tokens
Price per 1M tokens
$0.20 in · $1.15 out
Source: BenchLM
Blended price
$0.44
3:1 input:output tokens
Output speed
—
Not measured yet
Category scores
Scores per capability area with the model's rank among ranked models in that category.
- 1Instruction following#5682.1
- 2Reasoning75.6
- 3Multimodal75.4
- 4Agentic & tool use61.0
- 5Knowledge48.6
- 6Coding42.5
Benchmark results (11)
As reported in system cards, papers and public evaluations. Position compares this model with every other model reporting the same benchmark.
Agentic & tool use
| Terminal-Bench 2.1 | 59.5 | #52 of 68 |
| Gert Labs | 51.57 | #19 of 52 |
| BrowseComp | 75.8 | #28 of 50 |
| Claw-Eval | 67.1 | #11 of 36 |
| HLE w/ tools | 47.2 | #23 of 27 |
| Toolathlon | 49.5 | #11 of 22 |
| DeepSearchQA | 92.8 | #5 of 20 |
Multimodal
| Design Arena Website | 1196 | #56 of 91 |
| SimpleVQA | 79.2 | #2 of 17 |
| V* | 95.3 | #4 of 12 |
Coding
| SWE-bench Pro | 56.3 | #42 of 69 |
Pricing by source
USD per 1M tokens.
| Source | Input | Output | Cached in |
|---|---|---|---|
| List price (BenchLM) | $0.20 | $1.15 | — |
| OpenRouter stepfun/step-3.7-flash | $0.20 | $1.15 | $0.040 |
StepFun's official Step 3.7 Flash model card lists input cache-miss pricing at $0.20/M tokens, cache-hit pricing at $0.04/M tokens, and output pricing at $1.15/M tokens.
Open weights
From the Hugging Face repository.
- Parameters
- 201B
- Licence
- apache-2.0
- Downloads (30 days)
- 18.6K
- Repository
- stepfun-ai/Step-3.7-Flash ↗
Speed
Measured by us through OpenRouter (median of trials).
Not measured yet.
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