Build and debug software, analyze financial models, and turn visual references into interactive work with MiniMax Code.
Take a prompt to MiniMax Code, then confirm model access and provide the required source files there.
Try a prompt adapted from a documented case
Choose a workflow
Four examples from the M3.1-Flash-Preview guide. Prompts are shortened for reuse; tasks with files require you to provide those inputs in MiniMax Code.
Flowdesk support-ticket optimization: the guide includes the repaired interface and a separate three-run performance comparison using the same 8,000 records. This is one documented case, not a general speed guarantee.
Use MiniMax Code as the working environment for the model's coding, research and visual reasoning capabilities. Available tools and your source materials shape the result.
Engineering
Read a codebase, trace a failure, implement a focused fix, and check regressions. The guide pairs real GitHub issue work with Flowdesk browser profiling, so the emphasis is on evidence from tests and measurements—not only plausible code.
Open MiniMax Code
Research
Break down a company or industry question into sources, calculations and uncertainty. The Vera Rubin example separates supply-chain layers and evidence status; the financial workbooks distinguish historical data, assumptions and formula-driven estimates.
Open MiniMax Code
Visual creation
Use images and video as inputs for analysis, then work with code and tools on the next step. In the guide's Qinian Hall case, reference photos lead to a procedural Three.js model with orbit, zoom and layered roof controls.
Open MiniMax Code
A practical migration comparison from the supplied preview guide. Confirm the current API behavior before changing a production integration.
Four checks for trying a documented workflow or updating an existing API integration.
Open MiniMax Code and check the models available to your account. This page sends a text prompt; it does not automatically select or provision M3.1-Flash-Preview. For an API integration, the guide specifies the model ID below. Model field only — not a complete API request: { "model": "MiniMax-M3.1-Flash-Preview" }
For coding, provide the repository, reproduction steps and acceptance criteria. For research, provide source data and dates. For visual analysis, attach the original images or video. The examples on this page are references: their files are not transferred by the CTA.
Reasoning is always enabled. The guide recommends Max effort by default and also lists Low, Medium, High and Xhigh. Remove thinking.type=disabled and effort=none when migrating; these settings return an error. Reserve enough output budget for reasoning and the final answer.
Read reasoning_content only when present; update integrations that depend on reasoning_details or inline <think> parsing. Test code and browser interactions, review spreadsheet formulas and sources, and inspect visual results. Case outcomes are examples, not guarantees for every task.
Model capabilities, real-case provenance and practical integration boundaries.