Inclusionai model product
Ling 3.0 Flash Fin
0 Flash Fin is a finance-enhanced model for financial research, multi-step investment workflows, and long-horizon planning and execution.
Updated Oct 23, 2026. Default version: Ling 3.0 Flash Fin
LLMBoard Score72.0Ling 3.0 Flash Fin
Coverage20%5 benchmark families
Context window262.1KTokens
Official input priceN/AOfficial price unavailable
Ling 3.0 Flash Fin Capability Profile
This profile uses the model's current scored version. Arena ratings and prices are shown separately.
Ling 3.0 Flash Fin Benchmark Results
Benchmark scores for Ling 3.0 Flash Fin.
Sort by
Benchmark | Score | Rank | Participants | Percentile | Evidence | Evaluated |
|---|
| BenchmarkFinance Agent v1.1 | Score69.19% | Rank01 | Participants3 | Percentile100.00% | EvidenceC | Evaluated |
| BenchmarkFinance Agent v2 | Score59.81% | Rank01 | Participants29 | Percentile100.00% | EvidenceC | Evaluated |
| BenchmarkSpreadsheetBench 2 | Score21.81% | Rank02 | Participants2 | Percentile0.00% | EvidenceC | Evaluated |
| BenchmarkTau3 Banking | Score41.00% | Rank02 | Participants16 | Percentile93.33% | EvidenceC | Evaluated |
| BenchmarkSpreadSheetBench-v1 | Score86.50% | Rank03 | Participants4 | Percentile33.33% | EvidenceC | Evaluated |
| BenchmarkAPEX-Agents | Score29.17% | Rank08 | Participants11 | Percentile30.00% | EvidenceC | Evaluated |
| BenchmarkAA SciCode Subtasks | Score42.36% | Rank55 | Participants89 | Percentile38.64% | EvidenceB | EvaluatedN/A |
| BenchmarkAA CritPt | Score2.57% | Rank70 | Participants200 | Percentile65.33% | EvidenceB | EvaluatedN/A |
| BenchmarkAA LCR v1.1 | Score73.67% | Rank72 | Participants193 | Percentile63.02% | EvidenceB | EvaluatedN/A |
| BenchmarkAA HLE Text No Tools | Score22.61% | Rank79 | Participants200 | Percentile60.80% | EvidenceB | EvaluatedN/A |
| BenchmarkAA Omniscience Accuracy | Score17.87% | Rank142 | Participants201 | Percentile29.50% | EvidenceB | EvaluatedN/A |
Ling 3.0 Flash Fin Arena Results
Preference and agent-evaluation results for the default version.
No Arena results
The default version does not have a matching Arena result yet.
Ling 3.0 Flash Fin Pricing
Official vendor API pricing appears first, followed by individual provider offers.
- Official API
- N/A
- Official provider
- N/A
- Lowest third-party
- From $0.075 input, $0.22 output per 1M via Vercel AI Gateway
- Tracked offerings
- 2
Sort by
Provider | Provider model ID | Region | Input / 1M | Output / 1M | Context | Updated |
|---|
| ProviderVercel AI Gateway | Provider model IDinclusionai/ling-3.0-flash-fin | Regionglobal | Input / 1M$0.075 | Output / 1M$0.22 | Context256K | Updated |
| ProviderNovita AI | Provider model IDinclusionai/ling-3.0-flash-fin | Regionglobal | Input / 1M$0.075 | Output / 1M$0.22 | Context262.1K | Updated |
Official prices use only the vendor's configured official Provider and positive standard USD PAYG rates. Third-party offers remain explicitly labeled.
Ling 3.0 Flash Fin Runtime Performance
Provider-specific output speed and catalog latency for Ling 3.0 Flash Fin. Runtime does not affect the capability score.
No runtime data
No provider-specific speed or latency record is linked to the default version yet.
Output Speed is generated output tokens received per second. Catalog latency is reported separately from observed provider TTFT.
Ling 3.0 Flash Fin Specifications
Technical details for the model's default version.
- Version
- Ling 3.0 Flash Fin
- Released
- Sep 3, 2026
- Knowledge cutoff
- Unknown
- Parameters
- 124B
- Context window
- 262.1K
- Max output
- 262.1K
- Inputs
- text
- Outputs
- text
- Open weights
- Yes
- License
- Unknown
Ling 3.0 Flash Fin Versions
Available versions of this model. The score column identifies the version used in the overall ranking.
Sort by
Version | Released | LLMBoard | Parameters | Context | Max output | Open weights | License |
|---|
| VersionLing 3.0 Flash Fin | Released | LLMBoard71.95 | Parameters124B | Context262.1K | Max output262.1K | Open weightsYes | LicenseUnknown |
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What is Ling 3.0 Flash Fin?
Key information about Ling 3.0 Flash Fin and its available data.
0 Flash Fin is a finance-enhanced large language model from Inclusionai. It is intended for financial research, multi-step investment workflows, and long-horizon planning and execution.
Data as of 2026-10-22.
FAQ
Common questions about Ling 3.0 Flash Fin.
When was Ling 3.0 Flash Fin released?
Ling 3.0 Flash Fin's default version was released on Sep 3, 2026.
How much does Ling 3.0 Flash Fin cost?
No official standard PAYG price is currently available for Ling 3.0 Flash Fin. The lowest tracked third-party offer starts at $0.075 input and $0.22 output via Vercel AI Gateway.
Who created Ling 3.0 Flash Fin?
Ling 3.0 Flash Fin was created by Inclusionai.
What is the context window for Ling 3.0 Flash Fin?
The default version has a 262.1K token context window.
Is Ling 3.0 Flash Fin open weight?
Yes. The default version is marked as open weight under Unknown.