StepFun: Step 3.7 Flash
StepFun: Step 3.7 Flash ranks #53 of 85 models by Artificial Analysis quality score (30.9) at $0.44/1M tokens blended - and ranks #11 of 291 by average real OpenRouter usage share over the trailing 35-day window (2.36%). Available from 3 providers at up to 99.4% uptime.
- Quality (Intelligence Index) - 30.9
- Coding index - 39.6
- Agentic index - 21.7
- Price (blended $/1M) - 0.44
- Context window - 262,144
- Usage rank - #11 of 291
- Providers - 3
- Open/closed - open
Usage share over time
What StepFun: Step 3.7 Flash is actually used for
Share of each real task category's classified traffic this model handles, from OpenRouter's task classification.
| Task | Share of task traffic |
|---|---|
| DevOps | 4.4% |
| Shell Execution | 3.1% |
| File I/O | 2.9% |
| DevOps & Config | 2.8% |
| SQL & Database | 2.6% |
| Frontend & UI | 2.6% |
Compare StepFun: Step 3.7 Flash
Frequently asked questions
What is StepFun: Step 3.7 Flash's quality score?
StepFun: Step 3.7 Flash scores 30.9 on Artificial Analysis's Intelligence Index, ranking #53 of 85 models with a published score.
How much does StepFun: Step 3.7 Flash cost?
StepFun: Step 3.7 Flash costs $0.44 per 1M tokens (blended 75% prompt / 25% completion pricing).
Is StepFun: Step 3.7 Flash widely used?
StepFun: Step 3.7 Flash ranks #11 of 291 models by average real OpenRouter usage share, averaging 2.36% of classified token volume over the trailing 35-day window.
Is StepFun: Step 3.7 Flash open-weight or closed?
StepFun: Step 3.7 Flash is an open-weight model.
Source: OpenRouter (openrouter.ai/rankings), as of August 9, 2026.
Benchmark scores: Artificial Analysis (artificialanalysis.ai) via OpenRouter (openrouter.ai/rankings).
Methodology: smophy.ai/benchmark/methodology
Token counts originate from each provider's own tokenizer and are not directly comparable across providers.