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Step 3.5 Flash API Pricing & Quick Start

Step 3.5 Flash is StepFun's most capable open-source foundation model. Built on a sparse Mixture of Experts (MoE) architecture, it selectively activates only 11B of its 196B parameters per token....

Intelligence#214 / 633
17
Artificial Analysis Intelligence Index
Speed#29 / 331
218.5
Output tokens per second (median)
Input Price#60 / 436
$0.10NT$ 3
USD / 1M tokens
Output Price#66 / 436
$0.30NT$ 9
USD / 1M tokens
First-token latency#79 / 331
1.10s
Time to first token (AA median)
ProviderSstepfun
ReleasedJanuary 2026
Model IDstepfun/step-3.5-flash

Technical specifications

Context window
262K tokens
Reasoning
Yes
Input
Text
Output
Text

Pricing comparison

BazaarLink retail price alongside AA's observed market standard.

BazaarLink price our site

Input$0.10NT$ 3
Output$0.30NT$ 9
Cache read$0.02NT$ 1
Cache write
3:1 blended (est.)$0.15NT$ 5
All prices per 1M tokens. Supports TWD credit card / official invoice.

Market reference Artificial Analysis

Input$0.10
Output$0.30
Cache readAA not tracked
Cache writeAA not tracked
3:1 blended$0.15
✓ Matches market reference — BazaarLink does not mark up.
Source: artificialanalysis.ai

Independent benchmarks

Scores below come from Artificial Analysis, an independent third party. BazaarLink does not participate in the testing.

Intelligence 17
Coding
Math
MMLU
GPQA 83
This modelCategory leader
Overall intelligence
#214out of 633 models
Aggregated across academic benchmarks
Time to first token
#79out of 331 models
AA 全球 p50:1.10 秒
Intelligence
17
Mid-tier
This model
17
Category leader
53
Median
11
GPQA
83%
This model
83%
Category leader
94%
Median
69%
HLE
23%
This model
23%
Category leader
53%
Median
7%
SciCode
39%
This model
39%
Category leader
60%
Median
33%
IFBench
67%
This model
67%
Category leader
83%
Median
44%
τ²-Bench Telecom
87%
This model
87%
Category leader
99%
Median
46%
AA-LCR
54%
This model
54%
Category leader
76%
Median
40%
Terminal-Bench Hard
33%
This model
33%
Category leader
66%
Median
14%

Top 5 — CodingCoding Index leaderboard

1Claude Fable 5.1 (Adaptive Reasoning, Max Effort, Default Fallback)?/claude-fable-5-182$10 / $50
2Claude Fable 5.1 (Adaptive Reasoning, Xhigh Effort, Default Fallback)?/claude-fable-5-1-xhigh81$10 / $50
3Claude Fable 5.1 (Adaptive Reasoning, High Effort, Default Fallback)?/claude-fable-5-1-high79$10 / $50
4GPT-5.6 Sol (xhigh)openai/gpt-5-6-sol-xhigh78$4 / $20
5Claude Opus 5 (Adaptive Reasoning, Max Effort)anthropic/claude-opus-578$5 / $25
AASource: Artificial Analysis · Independent third-party evaluation; not influenced by BazaarLinkView full evaluation on AA →

Quick Start

Use Step 3.5 Flash via BazaarLink API — just change the base_url:

Python
from openai import OpenAI

client = OpenAI(
    base_url="https://api.bazaarlink.ai/v1",
    api_key="sk-bl-YOUR_API_KEY",
)

response = client.chat.completions.create(
    model="stepfun/step-3.5-flash",
    messages=[{"role": "user", "content": "Hello!"}],
)
print(response.choices[0].message.content)
TypeScript
import OpenAI from "openai";

const client = new OpenAI({
  baseURL: "https://api.bazaarlink.ai/v1",
  apiKey: "sk-bl-YOUR_API_KEY",
});

const response = await client.chat.completions.create({
  model: "stepfun/step-3.5-flash",
  messages: [{ role: "user", content: "Hello!" }],
});
console.log(response.choices[0].message.content);

Why use Step 3.5 Flash via BazaarLink?

  • USD billing (TWD-quoted) + unified invoices — no foreign credit card needed for Taiwan teams
  • OpenAI-compatible API — zero code changes required
  • Automatic failover — multi-provider redundancy for the same model
  • Chinese-language support — local team, instant help
Try Now← All Models

Frequently Asked Questions

What is Step 3.5 Flash?

Step 3.5 Flash is StepFun's most capable open-source foundation model. Built on a sparse Mixture of Experts (MoE) architecture, it selectively activates only 11B of its 196B parameters per token....

How much does the Step 3.5 Flash API cost?

Step 3.5 Flash costs $0.10 per 1M input tokens and $0.30 per 1M output tokens when accessed through BazaarLink.

How do I use Step 3.5 Flash with the OpenAI SDK?

Set base_url to "https://api.bazaarlink.ai/v1" and use model ID "stepfun/step-3.5-flash". All OpenAI SDK methods (chat.completions, embeddings, streaming) work without code changes.

What is the context window for Step 3.5 Flash?

Step 3.5 Flash supports a context window of 262,144 tokens.

Is Step 3.5 Flash available for free?

Step 3.5 Flash is a paid model. BazaarLink offers free trial credits on registration so you can test it without a credit card.

Relay integrity checks

No integrity-check data is available for this model yet.

BazaarLink Probe verifies endpoints that claim to serve this model and flags behavior that differs from the reference baseline.

View the full integrity report →

Related models and links

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ModelsAPI documentationAPI latency probe
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