OpenAI
·Released on Aug 7, 2025

GPT-5 Nano API Benchmarks, Pricing & Provider Data

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GPT-5 Nano benchmark, API pricing, and provider data cover 768 API providers, with prices starting at $0.0012/M. GPT-5 Nano free API options are available from 4 providers. The page also shows measured API speed and first-token latency.

OpenAI GPT-5 Nano is a compact language model in the GPT-5 series, optimized for low-latency responses and efficient inference.

Quality
0.0
LMSpeed score
Speed
123char/s
10.60 s
Cost
#2of 180
$0.0012/ 1M · 8:1 in:out
$0.0002 in · $0.0010 out

Category Performance

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

Coverage
3 / 8
Methodology
V3.0
Category PerformanceObserved-capability estimates with uncertainty reported separately from independent benchmark families.Agents-Coding51Reasoning47.9Knowledge-Math50.9Multilingual-Multimodal-Instruction following-
#1Coding51Provisional1/4 Measured dimensions
80% interval: 37.164.9
code generation51
livecodebench · livecodebench / scicode · scicode
repository engineeringPrior only
debugging testingPrior only
tooling qualityPrior only
#2Math50.9Provisional1/4 Measured dimensions
80% interval: 34.867.1
foundational math50.9
aa_math_index · artificial_analysis_math_index
competition mathPrior only
proof frontierPrior only
applied tool mathPrior only
#3Reasoning47.9Estimated2/4 Measured dimensions
80% interval: 36.859.1
abstract logicPrior only
scientific causal46.6
gpqa · gpqa / hle · hle
multistep constraints49.3
mmlu_pro · mmlu_pro
evidence verificationPrior only
No data:AgentsKnowledgeMultilingualMultimodalInstruction following

Specifications

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

INPUT
400Ktokens
480 pages of text
OUTPUT
128Ktokens
8K128K1M4M
400K

Features

Technical Details

Input
Output
Released
Aug 2025
Knowledge cutoff
2024-05-31
Documentation
Tokenizer
GPT
Architecture
text+image+file->text
Moderated
Yes
Supported parameters
include_reasoningmax_completion_tokensmax_tokensreasoningreasoning_effortresponse_formatseedstructured_outputstool_choicetools

Rankings

Excels at

Detailed scores

Updated: Aug 31, 2026

Pricing

undefined metric} other undefined metrics}}

Input price$0.050/M#2 / 180Output price$0.400/M#14 / 180
Input price
LMSpeed rank#2
Score$0.050/M
UpdatedAug 31, 2026
Confidence4
Output price
LMSpeed rank#14
Score$0.400/M
UpdatedAug 31, 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

Score5180% interval37.1–64.91/4 Measured dimensionsLiveCodeBench78.9%#20 / 115SciCode36.6%#116 / 205
Dimensions and evidence
Code generation51
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
livecodebench · livecodebench · z 0.81 · q 1.00
scicode · scicode · z -0.39 · q 1.00
Repository engineeringPrior only
Debugging & testingPrior only
Tool-assisted development & qualityPrior only
LiveCodeBenchV3 evidence
LMSpeed rank#20
Score78.9%
UpdatedAug 31, 2026
Confidence4
SciCodeV3 evidence
LMSpeed rank#116
Score36.6%
UpdatedAug 31, 2026
Confidence4

Reasoning

V3.0

undefined metric} other undefined metrics}} · Estimated

Score47.980% interval36.8–59.12/4 Measured dimensionsMMLU-Pro78.0%#74 / 129GPQA67.6%#142 / 212
Dimensions and evidence
Abstract logicPrior only
Scientific & causal reasoning46.6
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
gpqa · gpqa · z -0.48 · q 1.00
hle · hle · z -0.34 · q 1.00
Multi-step constraints49.3
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
mmlu_pro · mmlu_pro · z -0.30 · q 1.00
Evidence integration & verificationPrior only
MMLU-ProV3 evidence
LMSpeed rank#74
Score78.0%
UpdatedAug 31, 2026
Confidence4
GPQAV3 evidence
LMSpeed rank#142
Score67.6%
UpdatedAug 31, 2026
Confidence4
HLEV3 evidence
LMSpeed rank#120
Score9.5%
UpdatedAug 31, 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}} · Provisional

Score50.980% interval34.8–67.11/4 Measured dimensions
Dimensions and evidence
Foundational math50.9
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
aa_math_index · artificial_analysis_math_index · z 0.53 · q 1.00
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

4 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
OpenAI
openai/flex
$0.025/M$0.200/M100%undefined tokens / undefined tokens
Azure
azure/swedencentral
$0.055/M$0.440/M100%undefined tokens / undefined tokens
Azure
azure
$0.050/M$0.400/M99.4%undefined tokens / undefined tokens
OpenAI
openai
$0.050/M$0.400/M99.3%undefined tokens / undefined tokens

Pricing Comparison

Compare GPT-5 Nano API pricing across 764 providers. Prices range from $0.0012/M to $300.00/M. Zhongzhuan Chat offers the lowest rate at $0.0012/M. 4 providers offer free API credits or a free tier.

ProviderHealthModel VariantGroupInput ($/M)Output ($/M)Speed (t/s)First tokenAudit
L1
100%
gpt-5-nano-2025-08-07
default
-93%$0.0034/M
Cache read$0.0003/M
-93%$0.027/M
112.0 t/s
10.26 s
L1
100%
gpt-5-nano
default
-93%$0.0034/M
Cache read$0.0003/M
-93%$0.027/M
91.0 t/s
14.07 s
L1
100%
gpt-5-nano-2025-08-07
default
$0.050/M
$0.400/M
L1
100%
gpt-5-nano
default
$0.050/M
$0.400/M
L1
100%
gpt-5-nano-2025-08-07
default
-86%$0.0068/M
Cache read$0.0007/M
-86%$0.055/M
L1
100%
gpt-5-nano
default
-86%$0.0068/M
Cache read$0.0007/M
-86%$0.055/M
L1
100%
gpt-5-nano-2025-08-07
default
-86%$0.0068/M
-86%$0.055/M
L1
100%
gpt-5-nano
default
-86%$0.0068/M
-86%$0.055/M
L1
100%
gpt-5-nano-2025-08-07
default
-23%$0.038/M
-23%$0.307/M
L1
100%
gpt-5-nano
default
-23%$0.038/M
-23%$0.307/M
L1
100%
gpt-5-nano
default
$0.050/M
$0.400/M
L1
100%
gpt-5-nano-2025-08-07
default
$0.050/M
$0.400/M
L1
100%
gpt-5-nano
default
Free
Free
L1
100%
gpt-5-nano
default
-96%$0.0021/M
Cache read$0.0004/M
-96%$0.016/M
L1
100%
gpt-5-nano-2025-08-07
default
-96%$0.0021/M
Cache read$0.0002/M
-96%$0.016/M
L1
100%
gpt-5-nano
gpt-azure
-73%$0.013/M
Cache read$0.0013/M
-73%$0.106/M
L1
100%
gpt-5-nano
default
$0.050/M
Cache read$0.0060/M
$0.400/M
L1
100%
gpt-5-nano-2025-08-07
chatgpt-hight
$0.100/M
Cache read$0.012/M
$0.800/M
L1
100%
gpt-5-nano
额度
$0.075/M
-25%$0.300/M
L1
100%
gpt-5-nano
gpt-azure2
$0.875/M
Cache read$0.087/M
$4.38/M
Showing 20 model IDs of 106.

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Frequently Asked Questions

What benchmark data does GPT-5 Nano include?
LMSpeed shows GPT-5 Nano benchmark context, API price, output speed, first-token latency, and provider data across 768 providers when those signals are available.
What is the GPT-5 Nano API price?
GPT-5 Nano has pricing from 768 providers, ranging from $0.0012/M to $300.00/M. Zhongzhuan Chat has the lowest listed price.
What does the GPT-5 Nano API pricing table include?
The GPT-5 Nano API pricing table compares 768 providers by input price, output price, free tier status, speed, first-token latency, and recent health data when available.
Which provider has the cheapest GPT-5 Nano API pricing?
Zhongzhuan Chat currently has the lowest listed GPT-5 Nano price at $0.0012/M across 768 providers.
Can I compare GPT-5 Nano API price and speed together?
Yes. LMSpeed shows GPT-5 Nano API price, output speed, first-token latency, and provider health on the same page so you can compare cost and performance together.
Is GPT-5 Nano API free?
Yes, GPT-5 Nano free API options are available through 4 providerundefined other undefined} on LMSpeed, including 兔子API, 兔子API, 兔子API, Joverna. These providers offer free API credits or a free tier with no per-token charges.
Where can I get GPT-5 Nano free API access?
LMSpeed currently lists 4 free API providerundefined other undefined} for GPT-5 Nano: 兔子API, 兔子API, 兔子API, Joverna. Check each provider row before using it because free tier limits can change.

Also known as

OR-openai/gpt-5-nanogpt-5-nanogpt-5-nano-2025-08-07gpt-5-nano-2025-08-07-highgpt-5-nano-2025-08-07-low

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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