Use text-based Grok to investigate a question, examine arguments, and prepare an answer with search context. Specify a period and a concrete question rather than asking for everything. Grok Imagine video is a separate mode with different results and ratings.
This comparison covers capabilities integrated into Neiron. The table does not declare a winner: choose by your source material and task constraints.
| Model and task | Available settings | What to consider |
|---|---|---|
| Grok 4.6 Checking a news item’s context; Argument analysis; Announcement variations. | See the model page for modes and limitations. Unverified numerical limits are not listed here. | Web search and reasoning are enabled automatically in one model. Search access does not turn retrieved text into proof. Open the primary source and check that it supports the conclusion. |
| GPT-5.6 Terra Comparing supplier proposals; A brief from meeting notes; A hypothesis test plan. | See the model page for modes and limitations. Unverified numerical limits are not listed here. | Reasoning is off by default. Web search is enabled separately and does not create another model SKU. Search and reasoning are selected separately; reasoning starts off. Do not treat an answer as completed research unless its sources have been checked. |
| DeepSeek V4.1 Flash SQL query explanation; Problem-statement review; Error-message analysis. | See the model page for modes and limitations. Unverified numerical limits are not listed here. | Check facts against sources and code changes with tests. DeepSeek web search is not enabled in Neiron. DeepSeek reports native vision for V4.1 Flash. Neiron photo analysis still uses a separate route; direct vision mode for this version is not enabled here. |
Write down your requirements and check each output against them. Do not confuse a model difference with different prompts, resolutions, or inputs. The examples below are test briefs, not results of tests we have run.
Analyze this text: “A new service halved costs for all customers. The company surveyed 30 users and did not disclose its method.” Separate reported facts, promotional generalizations and methodological questions. Do not invent research or missing numbers.
Create a 30-minute meeting agenda from these notes: the site is ready, the form sometimes fails; ad copy is approved; budget is not approved; launch is wanted on Friday. Include timing and decisions to make. Do not assign people whose names are not given.
Check this calculation: 18 boxes of 12 bottles each; 47 bottles were sold. How many full boxes and loose bottles remain? Show the starting count, subtraction and a reverse-addition check. Do not round the remainder to a full box.