inclusionAI
Ling 3.0 Flash Fin
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.
At a glance
- Input / 1M
- $0.04
- Output / 1M
- $0.12
- Context
- 262K
- Max output
- 33K
- Intelligence
- 22.6
- Released
- Aug 2026
Pricing
Ling 3.0 Flash Fin API pricing
Per-token rates, plus what common tasks actually cost.
| Input tokensPer 1M tokens | $0.04 |
|---|---|
| Output tokensPer 1M tokens | $0.12 |
| Cached input (read)Per 1M tokens | $0.01 |
| Cache writePer 1M tokens | Not available |
Chat message
2K in, 500 out
$0.15
per 1,000 requests
Coding task
30K in, 4K out
$1.75
per 1,000 requests
Long document summary
150K in, 2K out
$6.55
per 1,000 requests
Benchmarks
Ling 3.0 Flash Fin benchmark scores
Independent scores from Artificial Analysis. Higher is better.
Intelligence index
22.6
Coding index
55.6
Agentic index
27.9
Specs
Context window and capabilities
What it can read, what it can write, and which API features it supports.
- Context window
- 262K tokens
- Max output
- 33K tokens
- Input types
- Text
- Output types
- Text
- Reasoning effort
- Not available
- Release date
- August 27, 2026
- Tool calling
- Structured outputs
- JSON mode
- Reasoning
- Temperature
- Stop sequences
- Deterministic seed
- Verbosity control
Compare
Ling 3.0 Flash Fin vs other models
See how Ling 3.0 Flash Fin stacks up head to head on price, benchmarks, and features.
Ling 3.0 Flash Fin vs Solar Pro 4
inclusionAI vs Upstage
See comparisonLing 3.0 Flash Fin vs Hy3
inclusionAI vs Tencent
See comparisonLing 3.0 Flash Fin vs MiMo-V2.5
inclusionAI vs Xiaomi
See comparisonLing 3.0 Flash Fin vs Ling 3.0 Flash VL
inclusionAI vs inclusionAI
See comparison
Ling 3.0 Flash Fin vs DeepSeek V4 Flash 0423
inclusionAI vs DeepSeek
See comparisonLing 3.0 Flash Fin vs Solar Mini 4
inclusionAI vs Upstage
See comparisonAlternatives
Ling 3.0 Flash Fin alternatives
Similar models worth considering, and where each one has the edge.
Upstage
Solar Pro 4
Tencent
Hy3
Xiaomi
MiMo-V2.5
Want to learn about other models? Browse all models
FAQ
Frequently asked questions
How much does Ling 3.0 Flash Fin cost?
Ling 3.0 Flash Fin costs $0.04 per 1M input tokens and $0.12 per 1M output tokens through the API. A typical chat message costs about $0.15 per 1,000 messages.
What is the context window of Ling 3.0 Flash Fin?
Ling 3.0 Flash Fin accepts up to 262K tokens of input and can write up to 33K tokens in a single response.
What is the best alternative to Ling 3.0 Flash Fin?
Solar Pro 4 from Upstage is a strong alternative. It offers: higher intelligence score, larger 524k context.
Can I use Ling 3.0 Flash Fin alongside other models?
Yes. Shortcut Chat sends one prompt to Ling 3.0 Flash Fin and any other models you pick at the same time, so you can compare answers side by side.
Try Ling 3.0 Flash Fin next to every other model.
Use Ling 3.0 Flash Fin alongside all the other models. Use one at a time, or multiple together. Get the best answer from every AI.