DeepSeek V4.1 Flash preview: what changes for V4 Pro?
A notice points to DeepSeek V4.1 Flash around September 10, Beijing time, and temporary V4 Pro routing changes. See what remains unconfirmed.
Use GPT Image 2.5 in Dify: check the plugin and model
Find the Dify OpenAI image tool, check Flare and Sunburst support, and stop a workflow from silently keeping GPT Image 2 as its selected default model.
Gemini image API 429: check a free-tier limit of 0
Diagnose Gemini image RESOURCE_EXHAUSTED errors by checking the quota metric, API key project and billing tier before retrying a free-tier limit of zero.
Get GPT Image 2.5 API access and generate your first image
Choose OpenAI or Ofox API access, create a key, use the correct model ID, and follow Python examples for image generation and reference-image editing.
GPT Image 2.5 API pricing: estimate your image budget
Estimate a GPT Image 2.5 budget for 100 or 1,000 accepted images, compare billing categories, and choose the next step before funding an API account.
GPT Image 2.5 Flare vs Sunburst: which should you use?
Choose GPT Image 2.5 Flare or Sunburst using official guidance, editing requirements and quality settings, then compare latency and cost on your own workload.
GPT Image 2.5 Node SDK: fix install and type errors
Check the OpenAI Node package version, resolve Image 2.5 model and quality type errors, and separate npm installation failures from API access problems.
GPT Image 2.5 sizes: fix invalid dimensions and request 4K
Validate GPT Image 2.5 dimensions before calling the API. Check 1080x1920, exact 9:16 alternatives, 4K limits and generation versus export sizes.
GPT Image 2.5 transparent PNG: fix opaque backgrounds
Check whether your GPT Image 2.5 PNG has transparent pixels or a painted checkerboard. Verify output settings, original downloads and alpha before exporting.
Moving from GPT Image 2 to GPT Image 2.5: what to test before switching
Choose Flare or Sunburst, preserve a GPT Image 2 baseline, check image settings, and compare the cost of accepted outputs before migrating.
Which API provider should you use with OpenCode?
Compare OpenCode Zen, Go, direct API accounts, OpenRouter and Ofox by billing, model access and setup before choosing where to buy coding API access.