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NanoGPT

Ling 3.0 Flash Thinking API

NanoGPT
About

Build advanced reasoning agents with Ling 3.0 Flash Thinking, a specialized AI model optimized for complex logic and chain-of-thought tasks. This model delivers cost-effective pricing at $0.07/1M input and $0.22/1M output tokens, native tool calling support. Access Ling 3.0 Flash Thinking via the NanoGPT API with up to 33K output tokens.

Capabilities

Input Modalities

text

Output Modalities

text
Reasoning
Yes
Structured Output
No
Tool Use
Yes
WeightsClosed
Temperature
Fixed
Attachment
Not Supported
Limits
Context Window
262K

Tokens

Input Limit
262K

Tokens

Max Output
33K

Tokens

Pricing

Standard (per 1M tokens)

Input
$0.07
Output
$0.22

Caching (per 1M tokens)

Read
$0.01
Frequently Asked Questions

Ling 3.0 Flash Thinking by NanoGPT costs $0.07 per 1M input tokens and $0.22 per 1M output tokens. Cached reads cost $0.01 per 1M tokens.

Model Details
ID
inclusionai/ling-3.0-flash:thinking
Provider
NanoGPT
Family
ling
Release Date
Jul 23, 2026
Knowledge Cutoff
N/A
API Integration
NPM Package
@ai-sdk/openai-compatible
Environment Variables
NANO_GPT_API_KEY
API Base URL
https://nano-gpt.com/api/v1
Documentation