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Step 3.5 Flash

stepfun/step-3.5-flash
  • StepFun
  • Family · Step 3 Flash
  • Released 2 Feb 2026
  • Open weights
  • Text → Text
  • Tools
Not on OSMEXO yet
Spec & list price
Context256K
Max output64K
Input / 1M$0.10
Output / 1M$0.303× input
Scores · standing
Intelligence17.0#159/490
Usage
Tokens / day202.0M▼ 1.8% 7d
Usage rank#269
Requests / day29.0K
Tool calls / req0.18
Per request · 30 days
Avg input10.8K0.7× median
Avg output1.8K2.6× median
Reasoning share88%1.6× median
Tool-call failures3.3%1.8× median

Consumption

166.7M333.3M500.0M3 Oct17 Oct1 Nov
Peak 564.2M 2 OctLow 147.0M 10 OctRank today #269

Benchmarks

bar = share of the top score · Benchmark data: Artificial Analysis
τ²-Bench#28 of 319
94.4%
GPQA Diamond#113 of 445
83.1%
IFBench#80 of 328
66.5%
Long-context reasoning#177 of 393
63.0%
Terminal-Bench Hard#67 of 311
32.6%
Humanity's Last Exam#120 of 465
24.5%
Intelligence index#159 of 490
17.0
Speed · median across providers, latest day
Output speed#216/33452 tok/s1.3× slower than median
First token#1490.94 sabout median

#2 cheapest of 17 with a similar score

Value
Intelligence Index
121416182022$0.1$0.2$0.5$1Step 3.5 Flash
Blended price per 1M tokens (log)
Family progress
Intelligence Index
17181920MarAprMayStep 3.5 Flash
  • Family releases19.5

Technical details

Tokenizer
Other
License
Apache 2.0
Parameters
199B
Moderation
none
Downloads · likes
226.4K · 847
Request parameters 9
  • tools
  • tool_choice
  • reasoning
  • include_reasoning
  • temperature
  • top_p
  • top_k
  • max_tokens
  • frequency_penalty

When to use

Best for

  • Tool-using agents with strong benchmark results
  • Science and reasoning Q&A on open weights
  • Instruction-following pipelines
  • Long-context reasoning at low cost

Think twice for

  • Image understanding (text-only input)
  • Strict structured output
  • Image generation

Same family

Step 3 Flash

Alternatives

other vendors · similar capability

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