Model Comparison

Step 3.5 Flash
vs. Step 3.7 Flash

Comparing 2 AI models · 0 benchmarks · StepFun

Recommended Pick

StepFun logoStep 3.7 Flash5 metric wins

Strongest on: Throughput, TTFT, Latency

Best Value

StepFun logo

Step 3.5 Flash

100.0 value score

16.6 reasoning / $0.15/1M

Lowest Price

StepFun logo

Step 3.5 Flash

$0.10/1M input price

Best Reasoning

StepFun logo

Step 3.7 Flash

19.5 reasoning score

Blends available reasoning benchmarks

Best for Coding

StepFun logo

Step 3.7 Flash

39.6 coding index

Differences That Matter

Best value

Step 3.5 Flash has the strongest quality-to-price mix at 100.0 out of 100 value points.

Price gap

Step 3.5 Flash is 2.0x cheaper on input tokens than Step 3.7 Flash.

Speed gap

Step 3.7 Flash generates about 1.8x as many tokens per second as Step 3.5 Flash.

Reasoning gap

Step 3.7 Flash leads Step 3.5 Flash by 2.9 points on reasoning.

Top-pick rationale

Step 3.7 Flash wins 5 measurable categories, including Throughput, TTFT, Latency, Reasoning.

Live compare

Response Face-Off

Run one prompt through the selected models and compare response quality with live speed and cost context.

10 comparisons left in 24h
StepFun logo

Step 3.5 Flash

StepFun

Waiting

TTFT

Time

tok/s

Tokens

Cost

Waiting
StepFun logo

Step 3.7 Flash

StepFun

Waiting

TTFT

Time

tok/s

Tokens

Cost

Waiting

Which answer was more useful?

Secure AI Chat made in Europe

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EU-hosted inference

Servers in Germany & Finland. Designed to meet strict GDPR and ISO 27001 compliance requirements.

Full Comparison

Metric
StepFun logoStep 3.5 Flash
StepFun
Top Pick
StepFun logoStep 3.7 Flash
StepFun
Pricing per 1M tokens
Input Cost$0.10/1M$0.20/1M
Output Cost$0.30/1M$1.15/1M
Blended (3:1)$0.15/1M$0.44/1M
Specifications
OrganizationStepFunStepFun
Release DateFeb 2, 2026May 29, 2026
Performance & Speed
Throughput106.0 tok/s194.3 tok/s
TTFT3460ms2560ms
Latency22320ms12850ms
Composite Indices
Value Score100.040.3
Reasoning Score16.619.5
Intelligence16.619.5
Coding39.6

Key Takeaways

Step 3.5 Flash offers the best value at $0.10/1M,making it ideal for high-volume applications and cost-conscious projects.

Step 3.7 Flash has the strongest reasoning profile with a 19.5 reasoning score,combining the available reasoning-heavy benchmarks.

Step 3.7 Flash reaches a 39.6 coding index,making it the top choice for software development and code generation tasks.

All models support context windows of ∞+ tokens,suitable for processing lengthy documents and maintaining extended conversations.

When to Choose Each Model

StepFun logo

Step 3.5 Flash

  • Cost-sensitive applications
  • High-volume processing
StepFun logo

Step 3.7 Flash

  • Complex reasoning tasks
  • Research & analysis
  • Code generation
  • Software development