Ling-flash-2.0

by inclusionAIChat

Efficient model for low-latency assistance, extraction, and routine automation

Context: 131K tokens
Max output: 131,000 tokens
Released: 2025-09-18
Weights: Closed

inclusionai/ling-flash-2-0

Specifications

Full facts as recorded, incl. what is unknown.

Released: 2025-09-18
Weights: Closed
Input: Text
Output: Text
Context window: 131,000 max across endpoints
Max output: 131,000
Providers: 2
Epoch Capabilities Index: not evaluated
Direct price range: $0.14 in · $0.57 out per 1M tokens · across all 2 providers

More details

Last updated: 2025-11-25
Knowledge cutoff

Capabilities

Across all endpoints: supported if any endpoint supports it.

Tool calling
Parallel toolsunknown
Structured output
Reasoning
Image input
PDF input
Audio input
Audio outputunknown
Video input
Prompt cachingunknown
Web searchunknown
Computer useunknown
System messagesunknown
Assistant prefillunknown
Temperature
Streamingunknown
Attachments

Endpoints

One row per provider and variant; gateways are listed separately.

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Price history

No change since 19 Oct 2026. The cheapest direct price has been $0.14 in / $0.57 out per 1M tokens at SiliconFlow on every data refresh since then.

Tracked from 19 Oct 2026. Headline-eligible direct prices only, so a price the sanity check flags never draws a spike. Series as JSON

Cost calculator

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Heads up: prices are indicative list rates scraped from provider pricing pages; verify with the provider before relying on them. Report incorrect data for this model