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inclusionAI: Ling 3.1 Flash

inclusionai/ling-3.1-flash

textContext 1M

Ling 3.1 Flash is a hybrid reasoning mixture-of-experts model from inclusionAI, with 25B active parameters out of 560B total.

Price

Input$0.075

per 1M tokens

Output$0.225

per 1M tokens

Compare this model

Providers

Each row is one seller. Prices are the published rate from that source. A dash means that source did not publish the amount. Sorted by a 3:1 blend of input and output.

ProviderTagQuant InputOutput ContextUptimeStatusSource
DeepInfra
Price differs from the host list
deepinfra/fp4 fp4 $0.075/1M $0.225/1M 262K 100% Live openrouter-endpoints
Novita
Price differs from the host list
novita — $0.075/1M $0.225/1M 1M 100% Live openrouter-endpoints
DeepInfra
Price differs from OpenRouter
— — $0.3/1M $0.9/1M 262K — Listed deepinfra
Novita
Price differs from OpenRouter
— — $0.3/1M $0.9/1M 1M — Listed novita

Monthly bill

Token models use the token counts. Image, video, and audio models use units times the flat rate.

$0.30 at list price for this workload

Cache

Cache read$0.015

per 1M tokens

Every rate
UnitInputOutputFlatConfidence
token $0.075/1M $0.225/1M Not published— official

Price history

inclusionAI: Ling 3.1 Flash
0.25 0 2026-10-02: $02026-10-03: $02026-10-04: $02026-10-05: $02026-10-06: $02026-10-07: $02026-10-13: $0.0752026-10-14: $0.0752026-10-15: $0.0752026-10-16: $0.0752026-10-17: $0.0752026-10-18: $0.0752026-10-19: $0.0752026-10-20: $0.0752026-10-21: $0.0752026-10-22: $0.0752026-10-23: $0.0752026-10-24: $0.0752026-10-25: $0.0752026-10-26: $0.0752026-10-27: $0.0752026-10-28: $0.0752026-10-29: $0.0752026-10-30: $0.075 2026-10-02 2026-10-30

input or flat output

Daily snapshots
UTC dateUnitInputOutputFlat
2026-10-02 token $0 $0 Not published—
2026-10-03 token $0 $0 Not published—
2026-10-04 token $0 $0 Not published—
2026-10-05 token $0 $0 Not published—
2026-10-06 token $0 $0 Not published—
2026-10-07 token $0 $0 Not published—
2026-10-08 token Not published— Not published— Not published—
2026-10-09 token Not published— Not published— Not published—
2026-10-10 token Not published— Not published— Not published—
2026-10-11 token Not published— Not published— Not published—
2026-10-12 token Not published— Not published— Not published—
2026-10-13 token $0.075 $0.225 Not published—
2026-10-14 token $0.075 $0.225 Not published—
2026-10-15 token $0.075 $0.225 Not published—
2026-10-16 token $0.075 $0.225 Not published—
2026-10-17 token $0.075 $0.225 Not published—
2026-10-18 token $0.075 $0.225 Not published—
2026-10-19 token $0.075 $0.225 Not published—
2026-10-20 token $0.075 $0.225 Not published—
2026-10-21 token $0.075 $0.225 Not published—
2026-10-22 token $0.075 $0.225 Not published—
2026-10-23 token $0.075 $0.225 Not published—
2026-10-24 token $0.075 $0.225 Not published—
2026-10-25 token $0.075 $0.225 Not published—
2026-10-26 token $0.075 $0.225 Not published—
2026-10-27 token $0.075 $0.225 Not published—
2026-10-28 token $0.075 $0.225 Not published—
2026-10-29 token $0.075 $0.225 Not published—
2026-10-30 token $0.075 $0.225 Not published—

Alternatives

Parameters (19)
frequency_penaltyinclude_reasoninglogit_biaslogprobsmax_tokensmin_ppresence_penaltyreasoningrepetition_penaltyresponse_formatseedstopstructured_outputstemperaturetool_choicetoolstop_ktop_logprobstop_p
Call this model

OpenRouter id inclusionai/ling-3.1-flash. InferenceList does not send the request.

curl
curl https://openrouter.ai/api/v1/chat/completions \
  -H "Authorization: Bearer $OPENROUTER_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model":"inclusionai/ling-3.1-flash","messages":[{"role":"user","content":"Hello"}]}'

JavaScript
await fetch("https://openrouter.ai/api/v1/chat/completions", {
  method: "POST",
  headers: {
    Authorization: "Bearer " + process.env.OPENROUTER_API_KEY,
    "Content-Type": "application/json",
  },
  body: JSON.stringify({
    model: "inclusionai/ling-3.1-flash",
    messages: [{ role: "user", content: "Hello" }],
  }),
});

Python
import os, json, urllib.request
req = urllib.request.Request(
    "https://openrouter.ai/api/v1/chat/completions",
    data=json.dumps({"model": "inclusionai/ling-3.1-flash", "messages": [{"role": "user", "content": "Hello"}]}).encode(),
    headers={"Authorization": "Bearer " + os.environ["OPENROUTER_API_KEY"], "Content-Type": "application/json"},
)
print(urllib.request.urlopen(req).read().decode())

JSON · History JSON