InclusionAI

Ling 3.0 Flash token cost

Ling 3.0 Flash: 124B MoE with 5.1B active per token, at $0.06/$0.18 per 1M on Novita serverless.

Published list rates

Input

$0.06

per 1M tokens

Output

$0.18

per 1M tokens

Cached input

$0.012

per 1M tokens

Context window

256,000

tokens

Pricing source: Novita serverless pricing

Estimate cost

Estimate from text

Calculate from a token total

Project monthly volume

Daily requests × tokens per request × 30 days.

Estimated cost

Estimated tokens
100,000
Characters
400,000
Words
75,000
Input tokens
70,000
Output tokens
30,000
Input cost
$0.0042
Output cost
$0.0054
Total cost
$0.0096
Combined price per 1M tokens
$0.096
Estimated monthly cost
$5.76
Estimated daily cost
$0.192

Cost as volume grows

Read down to see Ling 3.0 Flash get more expensive as tokens grow. The last column is a typical mix: 70% input, 30% output.

Tokens Input only Output only Mix (70% in / 30% out)
1 $0.00000006 $0.00000018 $0.000000096
10 $0.0000006 $0.000002 $0.00000096
100 $0.000006 $0.000018 $0.00001
200 $0.000012 $0.000036 $0.000019
300 $0.000018 $0.000054 $0.000029
400 $0.000024 $0.000072 $0.000038
500 $0.00003 $0.00009 $0.000048
1,000 $0.00006 $0.00018 $0.000096
2,000 $0.00012 $0.00036 $0.000192
5,000 $0.0003 $0.0009 $0.00048
10,000 $0.0006 $0.0018 $0.00096
25,000 $0.0015 $0.0045 $0.0024
50,000 $0.003 $0.009 $0.0048
100,000 $0.006 $0.018 $0.0096
250,000 $0.015 $0.045 $0.024
500,000 $0.03 $0.09 $0.048
1,000,000 $0.06 $0.18 $0.096
5,000,000 $0.3 $0.9 $0.48
10,000,000 $0.6 $1.80 $0.96
50,000,000 $3.00 $9.00 $4.80
100,000,000 $6.00 $18.00 $9.60
500,000,000 $30.00 $90.00 $48.00
1,000,000,000 $60.00 $180.00 $96.00
10,000,000,000 $600.00 $1,800.00 $960.00
100,000,000,000 $6,000.00 $18,000.00 $9,600.00

Tokens for a fixed budget

Tokens Ling 3.0 Flash can process for a set budget — send-only, reply-only, and a 70/30 mix.

Budget Input tokens Output tokens Mixed tokens (70/30)
$0.01 166,667 55,556 104,167
$0.1 1.67M 555,556 1.04M
$0.5 8.33M 2.78M 5.21M
$1.00 16.7M 5.56M 10.4M
$5.00 83.3M 27.8M 52.1M
$10.00 166.7M 55.6M 104.2M
$20.00 333.3M 111.1M 208.3M
$25.00 416.7M 138.9M 260.4M
$30.00 500M 166.7M 312.5M
$50.00 833.3M 277.8M 520.8M
$100.00 1.67B 555.6M 1.04B
$250.00 4.17B 1.39B 2.6B
$500.00 8.33B 2.78B 5.21B
$1,000.00 16.7B 5.56B 10.4B
$5,000.00 83.3B 27.8B 52.1B
$10,000.00 166.7B 55.6B 104.2B

At these rates

  • A workload with 70% input and 30% output costs $0.096 per 1 million total tokens and $9.60 per 100 million.
  • At the same token count, output costs 3 times the input rate. Response length therefore deserves its own budget limit.
  • Filling the 256,000-token context window with input alone would cost about $0.01536, before any output.
  • Cached input is $0.012 per million, 80% below standard input when the workload meets the provider’s cache rules.

InclusionAI

Ling open-weight hybrid reasoning models served through third-party serverless APIs.

All InclusionAI models

MIT-licensed open weights. Rates shown are Novita's Standard serverless list; OpenRouter lists $0.021/$0.063 per 1M. Cache reads are $0.012 per 1M on Novita.

These figures use public list prices. Cache eligibility, batch or priority modes, long-context surcharges, discounts, and regional billing can change the invoice.

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