Inception
Inception Mercury 2.5
Mercury 2.5 is the fastest reasoning LLM, and the latest diffusion LLM (dLLM) from Inception. Instead of generating tokens sequentially, Mercury 2.5 produces and refines multiple tokens in parallel, achieving...
- Context window
- 260Ktokens
- Max output
- 66Ktokens
- Input
- $0.04/ 1M
- Output
- $0.15/ 1M
Quick start
from openai import OpenAI
client = OpenAI(
base_url="https://neurongate.net/v1",
api_key="sk-ng-your-api-key",
)
completion = client.chat.completions.create(
model="inception/mercury-2.5",
messages=[{"role": "user", "content": "Hello!"}],
)
print(completion.choices[0].message.content)Cost
| Example request | Tokens | Cost |
|---|---|---|
| Short prompt | 1K in | $0.00004 |
| Typical chat turn | 1K in · 500 out | $0.000115 |
| Document analysis | 10K in · 2K out | $0.0007 |
| Long context | 100K in · 10K out | $0.0055 |
Prices in USD. Billed per token actually used, from a balance prepaid in USDT, USDC, ETH or BTC.
Frequently asked questions
What is Inception Mercury 2.5?
Mercury 2.5 is the fastest reasoning LLM, and the latest diffusion LLM (dLLM) from Inception. Instead of generating tokens sequentially, Mercury 2.5 produces and refines multiple tokens in parallel, achieving...
How much does Inception Mercury 2.5 cost?
Inception Mercury 2.5 is priced at $0.04 per 1 million input tokens and $0.15 per 1 million output tokens when accessed via NeuronGate. You pay per token — no subscriptions required. Top up with crypto (USDT, USDC, ETH, BTC).
Does Inception Mercury 2.5 support streaming?
Yes, Inception Mercury 2.5 supports streaming responses via NeuronGate's API. Use the standard "stream": true parameter in your request.
What is the context window of Inception Mercury 2.5?
Inception Mercury 2.5 has a context window of 260K tokens (~195K words). Maximum output is 66K tokens.
Does Inception Mercury 2.5 support function calling (tools)?
Yes, Inception Mercury 2.5 supports function calling / tool use via NeuronGate's standard API.
How do I use Inception Mercury 2.5 with NeuronGate?
Create a NeuronGate account, top up your balance with crypto, generate an API key, and use the model id inception/mercury-2.5 in your requests. NeuronGate uses the OpenAI-compatible API format — set your base URL to https://neurongate.net/v1.