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Step 3.7 Flash: Benchmarks, Pricing & Context Window
Step 3.7 Flash is a language model from StepFun, released in June 2026, with multimodal input, a 262K-token context window, and pricing from $0.200/M input, $0.040/M cached input, $1.15/M output.
Step 3.7 Flash is an open-source multimodal reasoning model by StepFun with 198B total parameters (11B active) using Mixture of Experts. It accepts text and image inputs and features a 256K context window, selectable reasoning effort,
Step 3.7 Flash benchmarks
Capability tiers
Standing within each category, adjusted for leaderboard depth.
Real tasks performance
High-confidence performance for Step 3.7 Flash across real-world prompt categories. Only 95% intervals at most 4 points wide are shown.
Performance by conversation depth
How Step 3.7 Flash holds up as conversations get longer.
Quality Tracker
Step 3.7 Flash Performance Across Datasets
Scores sourced from the model's scorecard, paper, or official blog posts
Step 3.7 Flash pricing
Providers
Step 3.7 Flash starts at $0.200 per million input tokens and $1.15 per million output tokens via DeepInfra. Reused prompt prefixes cost $0.0400 per million cached input tokens.
| Provider | Input $/M | Cached input $/M | Output $/M | Context in / out | TTFT p95 s | Output p5 c/s | Modalities in / out |
|---|---|---|---|---|---|---|---|
| $0.200 | $0.0400 | $1.15 | 262.1K/262.1K | — | — | / |
Cached input is the discounted price for prompt tokens served from a provider cache. TTFT is time to first token. Output is characters per second; p5 is the sustained floor exceeded by 95% of observed requests.
Step 3.7 Flash model size
Step 3.7 Flash has 198 billion parameters. See how it compares to other models in the same parameter range.
Step 3.7 Flash context window
Input and output token limits for Step 3.7 Flash, plus how it ranks on long-context understanding.
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Make it with
Step 3.7 Flash.
Step 3.7 Flash latency
Step 3.7 Flash time to first token, sustained output throughput, and failed-request rate from live model usage over the trailing 7 days.
Step 3.7 Flash examples
Recent arena outputs from Step 3.7 Flash, picked from the highest-ranked matchups.
Step 3.7 Flash license
Step 3.7 Flash is released under the Apache 2.0 license, which permits commercial use, has 198.0B parameters.
- License
- Apache 2.0
- Commercial use allowed
- Parameters
- 198.0B
Apache License 2.0 - allows commercial use
Step 3.7 Flash resources
Official sources for Step 3.7 Flash: provider documentation, source repository, model weights.
Step 3.7 Flash vs other models
The most-compared alternatives to Step 3.7 Flash are Solar Pro 4, MiMo-V2.5, Ling 3.0 Flash. Open any pair side-by-side for benchmarks, pricing, context, and latency.
Models like Step 3.7 Flash
Models ranked just above and below Step 3.7 Flash by LLM Stats score.
FAQ
Common questions about Step 3.7 Flash.