inclusionai

inclusionAI: Ling 3.0 Flash Fin

This AI model, offered by inclusionai, is called Ling 3.0 Flash Fin. It processes text inputs and can support reasoning tasks. The model's context length is set at 262144, which allows for relatively long input sequences. Additionally, it supports the use of tools during inference. Given its price point, this model may be worth considering by those with large-scale text processing needs who are willing to pay a premium for specific capabilities like reasoning support. The absence of benchmark scores and coverage data makes it difficult to compare Ling 3.0 Flash Fin directly against other models in terms of performance. Its pricing is also noteworthy, as the cost per million input tokens is $0.06, while output tokens incur an additional $0.18 charge per million.

Quality Score
94/100
price + capability + benchmarks
Input Price
$0.04
per 1M tokens · checked 2026-10-13
Output Price
$0.12
per 1M tokens · checked 2026-10-13
Context Window
262,144
tokens

Benchmark results

Independent, published benchmarks. Blended score 35.0 across 1 benchmark, last refreshed 2026-10-13. How scoring works →

BenchmarkMeasuresScore
AI Index broad capability composite 37.3
Model ID
inclusionai/ling-3.0-flash-fin
Vendor
inclusionai
Released
August 2026
Tokenizer
Other
Input Modalities
text
Output Modalities
text
Max Output
32,768 tokens
Tool Calling
✓ supported
Structured Output
not supported
Reasoning Mode
✓ supported
Vision
text only
Audio
no
Moderated
no

What it costs in practice

Computed from the current $0.04/M input and $0.12/M output rates. Run your own numbers →

JobTokensCost
Summarize a 50-page report 30k in / 1.5k out under $0.01
Classify 1,000 customer emails 500k in / 50k out $0.03
A month of a busy support chatbot 5M in / 2M out $0.46

Price & spec history

Tracked daily by PicksByModel since 2026-09-04.

DateInput /MOutput /MContext
2026-10-03 $0.04 $0.12 262,144
2026-09-04 $0.06 $0.18 262,144

Similar models

Quick answers

How much does inclusionAI: Ling 3.0 Flash Fin cost?
$0.04 per million input tokens and $0.12 per million output tokens.
What is inclusionAI: Ling 3.0 Flash Fin's context window?
262,144 tokens, roughly 393 pages of text in a single request.
Does inclusionAI: Ling 3.0 Flash Fin support tool calling?
It supports tool calling, a reasoning mode.
Can inclusionAI: Ling 3.0 Flash Fin process images?
No, it is text-only on the input side.

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