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Inclusionai: Ling 3.0 Flash Fin

Finance-enhanced model for financial research, multi-step investment workflows, and long-horizon planning and execution

Source-linked ling Closed weights Released 2026-08-27
API record Report
InputT
OutputT
Input price$0.06/M
Output price$0.18/M
Context262.144K
Max output32.768K
Providers3
Inference availability

Providers

Provider-specific identifiers, limits, and listed prices per million tokens. Every row links back to the provider's own documentation.

Report a price
Providers offering Ling 3.0 Flash Fin
ProviderProvider model IDContextMax outputInputOutputCache readCapabilitiesDocs
Vercel AI Gateway inclusionai/ling-3.0-flash-fin 256K 32K — — — ReasoningTools Docs ↗
Kilo Gateway inclusionai/ling-3.0-flash-fin 262.144K 235.929K $0.06 $0.18 $0.012 ReasoningToolsJSON Docs ↗
OpenRouter inclusionai/ling-3.0-flash-fin 262.144K 235.929K $0.06 $0.18 $0.012 ReasoningToolsJSON Docs ↗

Capability badges appear only where the provider catalog explicitly lists support. A blank cell means the source is silent, not that the feature is absent.

Listed rates

Price across providers

Input price per million tokens as published by each provider. Bars are drawn from listed rates only — no traffic weighting, since the catalog observes no requests.

Lowest input $0.06/M

Across 2 priced providers

Median input $0.06/M

Midpoint of listed rates

Highest input $0.06/M

Same as the lowest listed rate

Output range $0.18 – $0.18

Per million output tokens

Kilo Gateway $0.06/M
OpenRouter $0.06/M
Cost calculator

Estimate a workload

$0.00
Excludes taxes, non-token charges, and tiered discounts.

2 providers list the identical $0.06 input rate, so price alone will not separate them — compare context limits, max output, and capabilities above.

Context limits also differ by provider, from 256K to 262.144K tokens. Compare the provider table above before choosing on price alone.

Specification

Capabilities

Recorded from the source catalog and provider listings.

✓ Reasoning Yes
✓ Tool calling Yes
? Structured output Unknown
× Attachments No
× Vision input No
× Open weights No
Model family
ling
Knowledge cutoff
Not documented
License
Not documented
Release date
2026-08-27
Model ID
inclusionai/ling-3.0-flash-fin
Published evaluations

Benchmarks

Every result stays attached to its source, version, metric and harness. Scores from different versions are never merged, and the profile below plots each benchmark against its own population rather than on a shared scale.

Benchmark registry
No published benchmark results

ModelBench does not infer quality from price, context size, or model name. When a source publishes a comparable result, it appears here with its version and link.

Read the methodology
Catalog activity

Change log

Field-level changes detected between successful source imports.

Full change log
Max Output Tokens235929 → 32768
Max Output Tokens32768 → 235929
Max Output Tokens235929 → 32768
Max Output Tokens32768 → 235929
Max Output Tokens235929 → 32768
Max Output Tokens32768 → 235929
Max Output Tokens235929 → 32768
Max Output Tokens32768 → 235929
Max Output Tokens235929 → 32768
Max Output Tokens32768 → 235929
Public API

Use this record

Fetch the complete source-linked model record. No key, no account, no rate-limited tier.

API documentation
Endpoint
GET https://model.kyssta.lol/api/v1/models/inclusionai/ling-3.0-flash-fin
curl
curl "https://model.kyssta.lol/api/v1/models/inclusionai/ling-3.0-flash-fin"
Common questions

Frequently asked questions

Answered directly from the stored record — nothing here is generated beyond the catalog's own fields.

What is Ling 3.0 Flash Fin?

Finance-enhanced model for financial research, multi-step investment workflows, and long-horizon planning and execution. It is published by Inclusionai and catalogued here from Models.dev.

How much does Ling 3.0 Flash Fin cost?

Listed input pricing starts at $0.06 per million tokens from Kilo Gateway.

What is the context length of Ling 3.0 Flash Fin?

Ling 3.0 Flash Fin accepts up to 262.144K tokens of context and returns up to 32.768K output tokens.

Does Ling 3.0 Flash Fin support tool calling and structured output?

Provider catalogs list support for tool calling, and reasoning.

Which providers serve Ling 3.0 Flash Fin?

3 providers list this model: Vercel AI Gateway, Kilo Gateway, OpenRouter.

Are the weights for Ling 3.0 Flash Fin open?

No. This model is served through hosted APIs only.

When was Ling 3.0 Flash Fin released?

The catalog records a release date of 2026-08-27, last verified Sep 11, 2026.

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