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inclusionAI: Ling 3.1 Flash

Live
inclusionAI262K context · Text, Tools, Reasoning
Use this model
Best discount now30.0%offYou pay 70.0% of reference.
Median discount15.5%offAcross 2 live offers.
Realized · 7 days30.4%avgRequest-weighted average.
Requests · 24h132 offers from 2 sellers.
Current offers
2 of 2 offers
Availability
Providers
ProviderDiscountPriceLatencyUptimeSold
OpenRouter
30%
$0.0525 in
$0.16 out
-
-
$0.002
OpenRouter
0%
$0.0742 in
$0.22 out
-
-
-
Total
Cumulative offers
Sold
$0.002

Discount trend

Realized · 7 days
33.3%
Best, twice dailyMedian 15.5%

Recent fills

22:03290 tokensOpenRouter29.8%
22:033,901 tokensOpenRouter30.2%
22:033,902 tokensOpenRouter29.8%
21:083,903 tokensOpenRouter30.8%
21:083,903 tokensOpenRouter30.1%
21:06290 tokensOpenRouter29.8%
20:3737 tokensOpenRouter33.3%
20:06289 tokensOpenRouter29.8%
20:04137 tokensOpenRouter27.3%
19:3237 tokensOpenRouter33.3%
19:083,864 tokensOpenRouter30.6%
19:083,864 tokensOpenRouter30.0%
19:06291 tokensOpenRouter29.8%
Settled on Base in USDC.Times in UTC

Performance by provider route · 24h

Measured on Surplus traffic
Not enough data yet.Shown once 2 sellers and 20 requests report.
Use this model

Change your base URL.
Keep your code.

Any OpenAI-compatible client works. Add /min30 to the path to only buy at 30% off or better.

Read the quickstart ↗
Build with agents
Parameters this model acceptsPOST /v1/chat/completions
  • modelstringThis model’s id
  • messagesarrayThe conversation, as role and content pairs
  • streambooleanSend the answer as server-sent events
  • max_tokensintegerMost output tokens to generate
  • temperaturenumberSampling temperature
  • top_pnumberNucleus sampling
  • top_kintegerTop-k sampling
  • stopstring | arrayStop sequences
  • seedintegerDeterministic sampling
  • toolsarrayFunctions the model may call, in the OpenAI format
  • tool_choicestring | objectauto, required, none, or one named function
  • reasoningobjectReasoning options as an object, such as {"effort": "high"}
  • include_reasoningbooleanStripped before the request reaches the provider
  • frequency_penaltynumberPenalises tokens by how often they appeared
  • presence_penaltynumberPenalises tokens that appeared at all
  • repetition_penaltynumberPenalises repeated tokens
  • logprobsbooleanReturn token log probabilities
  • top_logprobsintegerHow many top tokens to return probabilities for
Context window 262K tokens · Max output 236K tokensOthers are passed through; most providers ignore what they don’t support. Parameter compatibility ↗
curl $SURPLUS_BASE_URL/chat/completions \
  -H "Authorization: Bearer $SURPLUS_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "ling-3.1-flash",
    "messages": [{"role": "user",
                  "content": "Hello"}]
  }'

SURPLUS_BASE_URL
https://api.surplusintelligence.ai/v1

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