Stepfun benchmarks.
A lab-level profile for Stepfun, covering tracked models, category leaders, open/proprietary mix, speed, value, source coverage, and portfolio depth.
Lab rank
#4
By available Arena average
Models tracked
1
0 open-weight models
Portfolio coverage
67%
Average matched benchmark signals
Fastest model
1.34s
Step 5 Preview
Lab profile
Portfolio shape, leaders, and model coverage.
The lab page now starts with the portfolio read, then drills into category leaders, value rankings, and model-level coverage rather than repeating source panels.
Portfolio read
Stepfun has 1 tracked benchmark profiles.
The portfolio combines 1 proprietary models and 0 open-weight models. Its average available Arena rank is 58.3, with a best category rank of #36. Average profile coverage is 67%, so model-level gaps remain visible in the cards below.
Best Arena model
Step 5 Preview
Best category rank #36
Highest coverage
Step 5 Preview
67% matched signals
Fastest response
Step 5 Preview
1.34s first token
Category leaders
Best model by benchmark lens.
Each card shows the highest-ranked model from this lab in a composite benchmark suite, with the global rank and index left intact.
Value
Quality, price, latency, and speed
Step 5 Preview
value index
Coding
Code Arena, SWE-bench, and output speed
Step 5 Preview
coding index
Agents
Search, document, code, and latency
Step 5 Preview
agent proxy
Reasoning
Text, document, vision, and mode signals
Step 5 Preview
reasoning proxy
Context
Document, search, and text proxy
Step 5 Preview
context proxy
Stepfun value ranking table
Models from this lab with both quality and commercial price matches.
Top 1 of 1
| Rank | Model | Index | Price | Latency | Speed | Quality | Sources |
|---|---|---|---|---|---|---|---|
| #60 | 55value index | $1.43blended / 1M tokens | 1.34stime to first token | 88 tok/soutput speed | 33quality signal | ArenaArtificial Analysis |
Model portfolio
Stepfun model coverage map.
Every tracked model keeps its best Arena rank, coverage score, commercial metrics, and suite placement visible in one scannable grid.
