Ling 3.0 Flash Sante

by inclusionAIChat

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

Context
262K tokens
Max output
32,768 tokens
Released
2026-09-04
Weights
Closed

Feed

inclusionai/ling-3-0-flash-sante

Specifications

Full facts as recorded, incl. what is unknown.

Released
2026-09-04
Weights
Closed
Input
Text
Output
Text
Context window
262,144 max across endpoints
Max output
32,768
Providers
1 + 1 gateway, not counted as providers
Epoch Capabilities Index
not evaluated
Direct price range
$0.075 in · $0.22 out per 1M tokens · from its one provider
More details
Last updated
2026-09-04
Knowledge cutoff

Capabilities

Across all endpoints: supported if any endpoint supports it.

  • Tool calling
  • Parallel toolsunknown
  • Structured outputunknown
  • 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

Atom feed

No change since 19 Oct 2026. The cheapest direct price has been $0.075 in / $0.22 out per 1M tokens at Novita AI 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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Blended rate per 1M tokens, each at its own cheapest provider (10M input : 2M output mix).

ModelBlended/1MIn/1MOut/1MContextvs Ling 3.0 Flash Sante
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Ling 3.0 Flash2026-07-23262Kfrom $0.06
ring-2.6-1t2026-05-07262K$0.30 via Requesty
Ling-1T2025-10128Kfrom $0.57
Ring-1T2025-10128Kfrom $0.57
Ling-flash-2.02025-09-18131Kfrom $0.14
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