How much does Ling 3.0 Flash Fin cost per million tokens?

Ling 3.0 Flash Fin costs $0.06 per million input tokens and $0.18 per million output tokens at list price, and $0.012 per million cached input tokens.

What is the context window of Ling 3.0 Flash Fin?

Ling 3.0 Flash Fin accepts up to 262,144 tokens of context and returns up to 235,929 output tokens.

How much do 1,000 chat messages cost with Ling 3.0 Flash Fin?

About $0.15, assuming 1,000 input + 500 output tokens per message.

Is there a cheaper alternative to Ling 3.0 Flash Fin?

In the same price range, Qwen Qwen3.7 Flash ($0.03 / $0.13), DeepSeek DeepSeek V4 Flash 0423 ($0.042 / $0.084), OpenAI gpt-oss-120b ($0.037 / $0.17) cost less per token. Quality differs: test on your own prompts.

Where can I buy inclusionAI API credits for less?

Discount credit books resell OpenRouter usage below face value within their depth, OpenRouter adds a 5.5% card fee, and inclusionAI sells its own credits at face value. The live table on this page ranks them for $100 of usage.

inclusionAI · live price

Ling 3.0 Flash Fin API pricing

Ling 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. It is designed for real-world investment...

Small and cheap (under $1 per 1M)Tool callingReasoning

Input: $0.06; per 1M tokens
Output: $0.18; per 1M tokens
Cached input: $0.012; per 1M tokens
Context: 262K; 236K max output

List price from OpenRouter, which passes inclusionAI's price through without markup. Refreshed hourly. Released August 27, 2026. Model id inclusionai/ling-3.0-flash-fin.

What Ling 3.0 Flash Fin costs in practice

At list price, before any batch or caching discount.

1,000 chat messages

$0.15

1,000 input + 500 output tokens each

1,000 RAG questions

$0.57

8,000 input + 500 output tokens each

100 coding-agent steps

$0.22

30,000 input + 2,000 output tokens each, no caching

Ling 3.0 Flash Fin price history

No price change since we started tracking on 2026-10-01. We record prices daily; changes will show here.

Ling 3.0 Flash Fin price by host

Novita serves it below list price right now. Route to it to pay less on every token.

Novita$0.042 in · $0.123 out · 262K ctx · 100.0% uptime 24h
DeepInfra$0.06 in · $0.18 out · 262K ctx · 99.9% uptime 24h

Where to buy inclusionAI credits for less

Ling 3.0 Flash Fin costs the same per token everywhere it's sold through OpenRouter. What changes is the price of the credits. Live quotes for $100 of usage:

#	Where you buy	You payYou pay for $100.00 of usage	vs list price	Price source
1	OrbioCardCheapest right now Credits from a discount book, plus a 5% platform fee and card processing, both included in the quote.	$85.10 incl. $2.60 card processing	-14.9%	live quote
2	smaaartCard Credits from a discount book, plus a 5% platform fee on face value. Card processing and taxes shown at checkout.	$95.00 + card processing and tax at checkout (not in this number)	-5.0%	live quote
3	Direct from the labCard Prepaid credits at face value (OpenAI, Anthropic, Google…). Taxes may apply.	$100.00 no top-up fee	list price	face value
4	OpenRouterCrypto 5% on crypto purchases. No markup on model prices.	$105.00 fees included	+5.0%	published fee
5	OpenRouterCard 5.5% on card purchases, $0.80 minimum. No markup on model prices.	$105.50 fees included	+5.5%	published fee

Disclosure: this site is run by the team behind smaaart, one of the options compared. Tables are ranked by price only, from live quotes and published fees, including when smaaart isn't first. How we compare

Ling 3.0 Flash Fin cost calculator

Enter your monthly tokens to price your own usage.

Model$0.06 in / $0.18 out per 1M tokens · list price, liveInput tokens / month (millions)Output tokens / month (millions)

Usage at list price$4.80/ month(quotes below are for $5.00: purchases run from $5.00 to $10,000.00)

Cheaper alternatives to Ling 3.0 Flash Fin

Other labs' models in the same price range or the one below, cheaper per token.

Model	Input / 1M	Output / 1M	Blended 3:1	Context
Qwen: Qwen3.7 Flash	$0.03	$0.13	$0.055	1M
DeepSeek: DeepSeek V4 Flash 0423	$0.042	$0.084	$0.052	1.0M
OpenAI: gpt-oss-120b	$0.037	$0.17	$0.07	131K
OpenAI: gpt-oss-20b	$0.018	$0.09	$0.036	131K
Qwen: Qwen3 30B A3B Instruct 2507	$0.048	$0.193	$0.084	262K
Google: Gemma 3 4B	$0.05	$0.1	$0.063	131K

Other inclusionAI models

Model	Input / 1M	Output / 1M	Blended 3:1	Context
Ling 3.0 Flash VL	$0.021	$0.062	$0.031	262K
Ling 3.0 Flash	$0.021	$0.063	$0.032	262K

All inclusionAI API prices