OpenAI: GPT-5 Nano Coding Benchmark
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...
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Coding Performance
Coding benchmarks and performance metrics for development tasks
OpenClaw Benchmarks
PinchBench measures how OpenAI: GPT-5 Nano performs on real OpenClaw agent tasks: multi-step execution, tool use, recovery, latency, and cost.
Average score
#47 of 50 official models
Average time
27 runs · per OpenClaw task
Average cost
Per benchmark run
Category breakdown
Best verified PinchBench v2 run by OpenClaw task family.
Top task results
Highest-scoring benchmark tasks from the same submission.
Autonomous task execution
OpenAI: GPT-5 Nano shows emerging average success across OpenClaw-style benchmark runs, useful for recurring research, browser, and file-based automations.
Tool use and recovery
PinchBench tasks stress multi-step planning, tool calls, and judge-verified completion rather than single prompt coding snippets.
Agent workflow fit
Its deliberate average runtime and cost-aware run cost help set expectations for long-running agents and production workflows.
Agentic benchmarks from the PinchBench Leaderboard
Real-World Usage
Real-world usage statistics from the Kilo Code community
No usage data available for this model yet.
No ranking data available for this model yet.
Real-world metrics from the Kilo Code Leaderboard
Pricing
Cost per 1 million tokens
Example Cost
Analyzing a 10,000 line codebase (≈40k input tokens, 10k output tokens) costs approximately $0.0060
Coding Capabilities
Features and parameters relevant to coding tasks
Coding Features
Pricing details from OpenRouter
Technical Details
Architecture and implementation specifications
- Model ID
- openai/gpt-5-nano
- Created
- August 7, 2025
- Tokenizer
- GPT
- Input Modalities
- TextImageFile
- Context Window
- 400,000 tokens
- Max Completion Tokens
- 128,000 tokens
- Input Price
- $0.05 per 1M tokens
- Output Price
- $0.40 per 1M tokens
- Cache Read Price
- $0.01 per 1M tokens
- Content Moderation
- Enabled
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