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GPT-5 Nano (batch)

Last updated: 40m ago

by OpenAI · Pricing

High confidence

GPT-5-Nano is the smallest and fastest variant in the GPT-5 system, optimized for developer tools, rapid interactions, and ultra-low latency environments. While limited in reasoning depth compared to its larger...

77
Overall Score245
Rank #101 of 345 in Coding
Top 29% · Methodology v3
Score Trend
77/100
14-day history
API Pricing
$0.02/M in
$0.2/M out
Context Window
400.0K
128.0K max output
400.0K token context
Released 2025-08-07
#101range #83-#119Top 29%
#1#345

Signal Overview

Benchmarks88Capabilities100Pricing100Recency68Context89Output85

Score Breakdown

SignalStrengthWeightImpact
Benchmarksjust now
88
30%+26.3
Capabilitiesjust now
100
20%+20.0
Pricingjust now
100
15%+15.0
Recencyjust now
68
15%+10.2
Context Windowjust now
89
10%+8.9
Output Capacityjust now
85
10%+8.5

Benchmark Performance

Benchmark Scores(10 benchmarks + Arena Elo)

LMSYS Arena Elo

1465

Vision Elo

1213

Percentile

94.2

Weight

30%

View all benchmarks

Capabilities

Reasoning
Vision
Function Calling
JSON Mode
Streaming
Web Search
Image Output

Modalities

Input
text
image
file
Output
text

Recent OpenAI releases

View this model against the provider’s recent shipping cadence.

Reviews

Community and practitioner feedback adds real-world signal on top of benchmarks and pricing.

Reviews

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Frequently Asked Questions

GPT-5 Nano (batch) by OpenAI excels in the Coding category, where it ranks #101 with a composite score of 77/100. GPT-5-Nano is the smallest and fastest variant in the GPT-5 system, optimized for developer tools, rapid interactions, and ultra-low latency environments. While limited in reasoning depth compared to its larger... It is particularly strong in areas highlighted by its top benchmark performance and adoption metrics, making it suitable for both individual developers and enterprise teams looking for a reliable coding solution.
GPT-5 Nano (batch) is priced at $0.02 per million input tokens and $0.20 per million output tokens (USD). Contact the provider for volume discounts and enterprise pricing. Pricing is competitive within the coding category and reflects the model's quality-to-cost ratio.
In the Coding category, GPT-5 Nano (batch) holds rank #101 out of 345 models tracked. Its quality rank is #101 and adoption rank is #101. You can use our comparison tool at /compare to see detailed side-by-side metrics with specific alternatives. Key differentiators include its composite scoring across benchmarks, community sentiment, and real-world adoption rates.
GPT-5 Nano (batch) has been evaluated across 6 different signals. Its strongest areas include Capabilities (100/100), Benchmarks (88/100), Pricing (100/100). These scores are derived from industry-standard benchmarks, community ratings, and real-world performance metrics. The composite score of 77/100 reflects a weighted combination of all tracked signals.
GPT-5 Nano (batch) is a paid model, though some providers may offer trial credits or limited free tiers for evaluation. Check OpenAI's website for current free tier availability and promotional offers.
GPT-5 Nano (batch) supports a 400K token context window (400,000 tokens total). That translates to roughly 300,000 words in a single prompt. This is large enough to process entire codebases, research papers, or long conversation histories in one shot.
GPT-5 Nano (batch) can generate up to 128K output tokens (128,000 tokens) per response. That is roughly 96,000 words. This is enough for generating complete code files, detailed reports, or long-form content in a single response.
GPT-5 Nano (batch) supports image understanding (vision), function/tool calling, structured JSON output, extended reasoning/chain-of-thought, web search, streaming responses. Function calling lets you integrate it with external APIs and tools programmatically. Vision support means it can analyze images, screenshots, and diagrams alongside text. These capabilities determine which workflows and integrations the model can handle natively.
GPT-5 Nano (batch) was developed by OpenAI. It was released on August 7, 2025. You can access it through OpenAI's API. Check our provider page for all models from OpenAI and how they compare against each other.
Pick GPT-5 Nano (batch) when you need a solid balance of cost and capability for everyday development tasks, content generation, and standard API integrations. If your task is straightforward text completion or classification, a cheaper model might give you 90% of the quality at a fraction of the price. Run a quick benchmark on your actual use case before committing.
You can access GPT-5 Nano (batch) through OpenAI's API using standard HTTP requests or their official SDK. Most providers support OpenAI-compatible endpoints, so switching between models often requires changing just the model name in your API call. Streaming is supported for real-time token-by-token output. For production use, implement proper error handling, rate limiting, and cost monitoring.

Key Info

ProviderOpenAI
CategoryCoding
Max Output128.0K tokens
LicenseProprietary
Statusstable
Data updated: Jul 30, 2026Benchmarks: Jul 30, 2026Status: Jul 9, 2026

Pricing Tools

Pricingper 1M tokens
Best value
99% cheaper than category average
Input
$0.02
-99% vs avg
Output
$0.20
-98% vs avg

Cost Estimator

Input: 70%Output: 30%
Est. monthly cost$0.77
Category average$48.70

You save $47.93/month vs category average

Access & Availability

Hosted APIAvailable
PlaygroundAvailable
Open weightsNo
Hugging FaceNot listed

Why This Rank

+Benchmarks
+Capabilities
+Pricing
+Recency

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