StepFun
·Released on Jan 29, 2026

Step 3.5 Flash API Benchmarks, Pricing & Provider Data

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Step 3.5 Flash benchmark, API pricing, and provider data cover 57 API providers, with prices starting at $0.0010/request. Step 3.5 Flash free API options are available from 5 providers. The page also shows measured API speed and first-token latency.

Step 3.5 Flash is a fast and efficient language model, optimized for quick responses and high throughput.

Quality
0.0
LMSpeed score
Speed
104char/s
6.74 s
Cost
#11of 181
$0.0010/ 1M · 8:1 in:out
$0.0002 in · $0.0008 out

Category Performance

Observed-capability estimates with uncertainty reported separately from independent benchmark families.

Coverage
2 / 8
Methodology
V3.0
Category PerformanceObserved-capability estimates with uncertainty reported separately from independent benchmark families.Agents-Coding52.7Reasoning54.2Knowledge-Math-Multilingual-Multimodal-Instruction following-
#1Reasoning54.2Provisional1/4 Measured dimensions
80% interval: 40.368.1
abstract logicPrior only
scientific causal54.2
gpqa · gpqa / hle · hle
multistep constraintsPrior only
evidence verificationPrior only
#2Coding52.7Provisional1/4 Measured dimensions
80% interval: 36.868.7
code generation52.7
scicode · scicode
repository engineeringPrior only
debugging testingPrior only
tooling qualityPrior only
No data:AgentsKnowledgeMathMultilingualMultimodalInstruction following

Specifications

Input and output token limits for this model, plus how it ranks on long-context understanding.

INPUT
262.1Ktokens
314.6 pages of text
OUTPUT
65.5Ktokens
8K128K1M4M
262.1K

Features

Technical Details

Input
Output
Released
Jan 2026
Tokenizer
Other
Architecture
text->text
Moderated
No
Supported parameters
frequency_penaltyinclude_reasoningmax_tokensreasoningtemperaturetool_choicetoolstop_ktop_p

Rankings

Excels at

Detailed scores

Updated: Sep 1, 2026

Pricing

undefined metric} other undefined metrics}}

Input price$0.100/M#11 / 181Output price$0.300/M#12 / 181
Input price
LMSpeed rank#11
Score$0.100/M
UpdatedSep 1, 2026
Confidence4
Output price
LMSpeed rank#12
Score$0.300/M
UpdatedSep 1, 2026
Confidence4

Agents

V3.0

undefined metric} other undefined metrics}} · No data

No data80% interval30.8–69.20/4 Measured dimensions
Dimensions and evidence
Planning & decompositionPrior only
Tool usePrior only
Environment & long-horizon executionPrior only
Recovery & completion reliabilityPrior only

Coding

V3.0

undefined metric} other undefined metrics}} · Provisional

Score52.780% interval36.8–68.71/4 Measured dimensionsSciCode38.5%#102 / 206
Dimensions and evidence
Code generation52.7
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
scicode · scicode · z 0.24 · q 1.00
Repository engineeringPrior only
Debugging & testingPrior only
Tool-assisted development & qualityPrior only
SciCodeV3 evidence
LMSpeed rank#102
Score38.5%
UpdatedSep 1, 2026
Confidence4

Reasoning

V3.0

undefined metric} other undefined metrics}} · Provisional

Score54.280% interval40.3–68.11/4 Measured dimensionsGPQA82.6%#80 / 213HLE24.5%#66 / 210
Dimensions and evidence
Abstract logicPrior only
Scientific & causal reasoning54.2
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
gpqa · gpqa · z 0.37 · q 1.00
hle · hle · z 0.34 · q 1.00
Multi-step constraintsPrior only
Evidence integration & verificationPrior only
GPQAV3 evidence
LMSpeed rank#80
Score82.6%
UpdatedSep 1, 2026
Confidence4
HLEV3 evidence
LMSpeed rank#66
Score24.5%
UpdatedSep 1, 2026
Confidence4

Knowledge

V3.0

undefined metric} other undefined metrics}} · No data

No data80% interval30.8–69.20/4 Measured dimensions
Dimensions and evidence
Broad knowledgePrior only
Professional knowledgePrior only
FactualityPrior only
Retrieval & open-book usePrior only

Math

V3.0

undefined metric} other undefined metrics}} · No data

No data80% interval30.8–69.20/4 Measured dimensions
Dimensions and evidence
Foundational mathPrior only
Competition mathPrior only
Advanced proofsPrior only
Applied & tool-assisted mathPrior only

Multilingual

V3.0

undefined metric} other undefined metrics}} · No data

No data80% interval30.8–69.20/4 Measured dimensions
Dimensions and evidence
Cross-language understandingPrior only
Multilingual generationPrior only
Reasoning transferPrior only
Low-resource robustnessPrior only

Multimodal

V3.0

undefined metric} other undefined metrics}} · No data

No data80% interval30.8–69.20/4 Measured dimensions
Dimensions and evidence
Perception & OCRPrior only
Document & spatial understandingPrior only
Visual reasoningPrior only
Video & grounded actionPrior only

Instruction following

V3.0

undefined metric} other undefined metrics}} · No data

No data80% interval30.8–69.20/4 Measured dimensions
Dimensions and evidence
Constraint followingPrior only
Structured outputPrior only
Novel-instruction generalizationPrior only
Multi-turn & long instructionsPrior only

OpenRouter endpoints

1 endpoints

Third-party OpenRouter endpoint data, shown separately from LMSpeed measurements. Some 30-minute live performance fields only appear after syncing with an OpenRouter API key.

Provider endpointInputOutput1d uptime30m latency30m throughputContext / output
SiliconFlow
siliconflow/fp8
$0.100/M$0.300/M100%undefined tokens / undefined tokens

Pricing Comparison

Compare Step 3.5 Flash API pricing across 52 providers. Prices range from $0.0010/request to $1998.00/M. 3173721 API offers the lowest rate at $0.0010/request. 5 providers offer free API credits or a free tier.

ProviderHealthModel VariantGroupInput ($/M)Output ($/M)Speed (t/s)First tokenAudit
L1
100%
step-3.5-flash
default
$0.800/request
-
79.8 t/s
11.79 s
L1
100%
L2
62%
step-3.5-flash
nvidia
-4%$0.096/M
Cache read$0.019/M
-4%$0.288/M
L1
99%
stepfun-ai/Step-3.5-Flash
default
$0.0027/request
-
L1
100%
step-3.5-flash
default
$100.00/request
-
L1
100%
step-3.5-flash
default
Free
Free
L1
100%
step-3.5-flash-2603
default
Free
Free
L1
100%
step-3.5-flash
nvidia
$0.200/M
Cache read$0.040/M
$0.600/M
L1
100%
step-3.5-flash
default
$375.00/M
$375.00/M
L1
100%
step-3.5-flash-2603
default
$375.00/M
$375.00/M
L1
100%
stepfun-ai/step-3.5-flash
default
$375.00/M
$375.00/M
L1
100%
step-3.5-flash
default
-93%$0.0066/M
Cache read$0.0013/M
-93%$0.020/M
L1
99%
daipai/step-3.5-flash
按次福利模型
$0.0010/request
-
L1
100%
L2
78%
step-3.5-flash
default
-4%$0.096/M
Cache read$0.019/M
-4%$0.288/M
L1
99%
stepfun-ai/Step-3.5-Flash
default
$0.343/M
$1.03/M
L1
99%
step-3.5-flash
default
$0.343/M
Cache read$0.069/M
$1.03/M
L1
99%
step-3.5-flash
default
$60.00/M
$60.00/M
L1
100%
step-3.5-flash:free
default
$0.010/request
-
L1
100%
step-3.5-flash
default
$0.010/request
-
L1
100%
stepfun-ai/step-3.5-flash
default
$0.010/request
-
L1
99%
stepfun-ai/Step-3.5-Flash
default
$0.714/M
$2.14/M
Showing 20 model IDs of 37.

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Frequently Asked Questions

What benchmark data does Step 3.5 Flash include?
LMSpeed shows Step 3.5 Flash benchmark context, API price, output speed, first-token latency, and provider data across 57 providers when those signals are available.
What is the Step 3.5 Flash API price?
Step 3.5 Flash has pricing from 57 providers, ranging from $0.0010/request to $1998.00/M. 3173721 API has the lowest listed price.
What does the Step 3.5 Flash API pricing table include?
The Step 3.5 Flash API pricing table compares 57 providers by input price, output price, free tier status, speed, first-token latency, and recent health data when available.
Which provider has the cheapest Step 3.5 Flash API pricing?
3173721 API currently has the lowest listed Step 3.5 Flash price at $0.0010/request across 57 providers.
Can I compare Step 3.5 Flash API price and speed together?
Yes. LMSpeed shows Step 3.5 Flash API price, output speed, first-token latency, and provider health on the same page so you can compare cost and performance together.
Is Step 3.5 Flash API free?
Yes, Step 3.5 Flash free API options are available through 5 providerundefined other undefined} on LMSpeed, including 91VIP API, Moyanjdc API, Dext API, Moyanjdc API, Zero API. These providers offer free API credits or a free tier with no per-token charges.
Where can I get Step 3.5 Flash free API access?
LMSpeed currently lists 5 free API providerundefined other undefined} for Step 3.5 Flash: 91VIP API, Moyanjdc API, Dext API, Moyanjdc API, Zero API. Check each provider row before using it because free tier limits can change.

Also known as

Step-3.5-FlashStep-3.5-flashdaipai/step-3.5-flashkai/stepfun/step-3.5-flash:freeopenrouter:stepfun/step-3.5-flash

Rankings are based on community-submitted tests and periodic health probes. Advisory only, not official data.Standard benchmark data may include BenchLM and other public sources.

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