Ling 3.0 Flash Pricing & API Specs
ling-3.0-flash*Ling-3.0-flash* is a *124B-parameter Mixture-of-Experts (MoE) model*, with approximately *5.1B parameters activated per token*. The model is designed with *token efficiency and production-scale agentic inference* as key priorities, enabling developers... Built by inclusionAI.
Prices updated
Input price
$0.02
per 1M tokens · Standard
Output price
$0.06
per 1M tokens · Standard
Input limit
262K
tokens
Output limit
33K
tokens
Input formats
Output formats
Ling 3.0 Flash price history
2 price records since 10/9/2026
Ling 3.0 Flash cost calculator
$0.74/month
Standard pricing
Overview
What is Ling 3.0 Flash?
Ling 3.0 Flash is a text & reasoning model from inclusionAI priced at $0.02 input and $0.06 output per 1M tokens, with a 262K context window. Its low input price suits high-volume work; no AA Intelligence score has been published yet.
Rates
Ling 3.0 Flash pricing
Pricing is based on token usage. Provider-specific caching, batch, regional, and tool charges may affect the final cost.
Input · Standard
$0.02
Per 1M tokens
Cached input · Standard
$0.0042
Per 1M tokens
Capabilities
Ling 3.0 Flash Tools
Tools available when using Ling 3.0 Flash through supported provider APIs.
Function calling
Supported
Structured outputs
Not listed
JSON mode
Supported
Reasoning
Supported
Built-in web search
Not listed
Log probabilities
Supported
Deterministic seed
Supported
Parallel tool calls
Not listed
Prompt caching
Supported
Where to run it
Ling 3.0 Flash API providers
2 providers serve Ling 3.0 Flash. Prices are per 1M tokens; uptime is the last 24 hours.
| Provider | Input | Output | Cached | Context | Uptime |
|---|---|---|---|---|---|
| Novita | $0.02 | $0.06 | $0.0042 | 262K | 100% |
| DeepInfrabf16 | $0.06 | $0.18 | $0.01 | 131K | 95.69% |
- Input
- $0.02
- Output
- $0.06
- Cached
- $0.0042
- Context
- 262K
- Uptime
- 100%
- Input
- $0.06
- Output
- $0.18
- Cached
- $0.01
- Context
- 131K
- Uptime
- 95.69%
Strengths and limitations
Strengths
- Price rank 3 of 330 tracked models (1 = cheapest, by blended price).
- Blended price at 3 input : 1 output is $0.032 per 1M tokens.
- 1M input + 250K output tokens costs about $0.037.
- Context window 262K vs a median of 262K (1.0× larger).
Limitations
- Real-world cost still depends on prompt length, response length and provider-specific billing rules.
- Large context capacity does not guarantee consistent retrieval across the entire prompt.
- Benchmarks are directional; test accuracy, latency and reliability on your own workload before committing.
Public listed prices, checked Nov 9, 2026. Benchmarks as published by their sources. Confirm with the provider.
Same provider