inclusionAI: Ling 3.0 Flash Fin
inclusionai/ling-3-0-flash-finLing 3.0 Flash Fin is a finance-focused mixture-of-experts model from InclusionAI, built on Ling 3.0 Flash with 5.1B active parameters out of 124B total.
Modalities
In / out per 1M$0.04 / $0.12
Context256K
ReleasedAug 27, 2026
Pricing
List rates per 1M tokens — what Ling 3.0 Flash Fin costs pay-as-you-go elsewhere, not what you pay here.
Input
$0.04
per 1M tokens
Output
$0.12
per 1M tokens
Cache read
$0.01
per 1M cached tokens
Included in every pass
Ling 3.0 Flash Fin is included in every ProjectCOZY pass at no extra cost — one flat rate, no per-token metering. The rates above are there for comparison.
Performance
Time to first token and output speed across every provider.
No measurements published
This measurement has not been published for the model yet. It appears as soon as it is.
Uptime
73.94% of requests were served successfully over the last 3 days, across all providers.
Last 3 daysAvailability 72.33%
Oct 11, 2:00 PMNow
Availability over the last 24 hoursAvailability 15%
100% 66% 33% 0%
Oct 13, 2:50 PMNow
Apps
Tools that most often run Ling 3.0 Flash Fin, by tokens this week.
Activity
14.0B tokens processed market-wide in the last month.
0250.0M500.0M750.0M1.0B
Sep 14Sep 19Sep 24Sep 29Oct 4Oct 9
Tokens
FAQ
Which model id do I use for Ling 3.0 Flash Fin?
inclusionai/ling-3.0-flash-fin. Send it as the model field from any OpenAI-compatible client, against http://192.168.1.55/v1.
How much context does Ling 3.0 Flash Fin hold?
262,144 tokens per request, of which up to 32,768 can be the response.
What can it accept and return?
Input: text. Output: text.
What does Ling 3.0 Flash Fin cost on a pass?
Nothing beyond the pass itself. Pay-as-you-go elsewhere it lists at $0.04 per 1M input tokens and $0.12 per 1M output tokens.
Who built Ling 3.0 Flash Fin?
inclusionAI, in the Ling family.
Explore
Other models your pass can call.
