Grok Imagine Image
Fast creative image generation, prompt variations and reference-image workflows.
Open hubEach hub gives you the model ID, use cases, billing boundaries, a minimal request and an acceptance checklist. Use the dashboard for live availability and final billing.
Reasoning, coding and long-context tasks through an OpenAI-compatible request shape.
Open hubMultilingual reasoning, structured outputs and tool-oriented workloads.
Open hubChinese-language workflows, coding and structured task automation.
Open hubLong-context reading, research notes and Chinese-English research workflows.
Open hubUse the hub that matches the output you need to ship, then run the same acceptance test on two candidates. The model name is only a starting hypothesis; quality, latency, failure behavior and ledger cost decide whether it belongs in production.
| Need to deliver | Start with | First comparison |
|---|---|---|
| Product or social images | Grok Imagine Image or Gemini 3.1 Flash Image | Prompt adherence, usable-asset rate and cost per accepted image |
| Short video clips | Seedance 2.5 or Grok Imagine Video | Terminal success, duration, download reliability and final task charge |
| Chinese reasoning or code | DeepSeek V4 Pro | Fixed test set, engineering acceptance and input/output usage |
| Structured multilingual output | Qwen 3.7 Max or GLM-5.3 | Schema validity, retry rate and language consistency |
| Document-heavy research | Kimi K3 | Constraint coverage, source fidelity and context cost |
Each page is written as a deployment decision record: exact model ID, supported workflow assumptions, billing unit to verify, a minimal request, failure boundaries, an acceptance checklist and questions that commonly cause duplicate requests or misleading cost comparisons.