---
id: "inclusionai/ling-3.0-flash-fin"
also: ["inclusionai/ling-3.0-flash-fin-20260827", "hf/inclusionAI/Ling-3.0-flash-Fin", "vercel/inclusionai/ling-3.0-flash-fin"]
cheapest_list_usd_per_m: "0.06 in, 0.18 out, at deepinfra/fp4 on openrouter"
cheapest_effective_usd_per_m: "0.0169 in, 0.1797 out, at deepinfra/fp4 on openrouter"
context: 262144
max_output: 32768
input: ["text"]
output: ["text"]
released: "2026-08-27"
params: ["frequency_penalty", "include_reasoning", "logit_bias", "max_tokens", "min_p", "presence_penalty", "reasoning", "repetition_penalty", "response_format", "seed", "stop", "structured_outputs", "temperature", "tool_choice", "tools", "top_k", "top_p"]
endpoints: 6
gateways: "vercel (3), hf (2), openrouter (1)"
no_training: 3
trains: 0
retains_prompts: 1
intelligence: 22.6000
coding: 55.6000
agentic: 27.9000
---
# inclusionAI: Ling 3.0 Flash Fin

Ling 3.0 Flash Fin is InclusionAI’s finance-enhanced MoE language model, combining 124 billion total parameters with approximately 5.1 billion active parameters for efficient financial reasoning. Its 256K context window, function calling, and support for complex, multi-step investment workflows make it ideal for financial research, analysis, long-horizon planning, and execution, while retaining strong capabilities in coding and mathematics.