Technical insights, tutorials, and updates from the EvoLink team. Learn how to optimize your AI costs and build better applications.
MAI Image 2.5 ranks near the top of Arena's image editing leaderboard. This guide explains what developers should know about confirmed facts, API status, pricing signals, and model choice.
July 11, 2026 update: GPT-5.6 is generally available from OpenAI. Track Sol, Terra, Luna model IDs, OpenAI list pricing, EvoLink route checks, and production rollout boundaries.
A production-focused comparison of Gemini 3.8 Flash and Gemini 3.7 Flash, including the pricing timeline, token-efficiency tradeoff, evaluation plan, and routing decision.
A practical Gemini 3.8 Flash API tutorial for EvoLink, from the first request through parameter migration, multimodal input, observability, evaluation, and production rollout.
A practical EvoLink guide for using GLM-5.2 in coding-agent and long-context workflows.
Compare Wan 3.0, Wan 2.7, Wan 2.6, Wan 2.5, and Wan Image API pricing, billing units, resolution tiers, and reference-video duration rules on EvoLink.
Prepare image URL and Base64 requests for DeepSeek V4 Flash Vision Exp on EvoLink, compare protocol shapes, inspect usage, and handle common integration errors.
A working guide to the Seedream 5.0 Pro Layerize API on EvoLink: the three ways to target layers, the submit-then-poll workflow, how to read z_index and bounding_box, and how per-image billing changes your cost.
What shipped with Seedream 5.0 Pro Layerize, how it differs from the standard Pro model, what it costs on EvoLink, and which workflows it actually changes.
A production upgrade guide for teams weighing Gemini 3.7 Flash against Gemini 3.6 Flash: what actually changed, the migration checklist, the behavior changes to test, and when not to switch.
A production routing guide for choosing Grok 4.6 or Kimi K3 by workload, context, deployment control, cost, and fallback requirements.
A production-focused guide to calling DeepSeek V4 Pro through the EvoLink unified API, switching Claude Code to it, and avoiding the parameter mappings that silently fail.
A contract-level comparison of Grok Imagine Image 2.0 and GPT Image 2 for production image generation, editing, and model routing on EvoLink.
A production-focused guide to creating, tracking, and operating Grok Imagine Image 2.0 image tasks through the EvoLink unified API.
See current Seedance 2.0 pricing on EvoLink, including public text-to-video rates at 480p and 720p, audio-included billing, and budgeting examples for production video workflows.
Create your first qwen-image-3.0-pro task with EvoLink, poll asynchronous status, use reference images, and add production retries, storage, and fallback controls.
Learn what Qwen Image 3.0 does, how to write structured prompts, where it fits, and how to review text, layout, facts, and reference fidelity.
Compare Qwen Image 3.0 and GPT Image 2 for multilingual text, complex layouts, long prompts, image editing, API maturity, latency, and accepted-output cost.
Compare Qwen Image 3.0 and 2.0 across long prompts, small text, multilingual layouts, editing, API readiness, and production workflow fit.
Kimi K3 is now available on EvoLink with the kimi-k3 model ID, live pricing, a production model page, and verified API documentation.
A developer guide to making a first Claude Opus 5 Messages API call, managing thinking and effort, migrating from Opus 4.8, handling production failures, and routing Claude models by workload.
A production migration guide to the five Gemini 3.6 Flash request changes, including the sampling controls that fail silently.
A production decision guide to Gemini 3.6 Flash versus Gemini 3.5 Flash, backed by pricing analysis and 216 API test calls.
A dated Claude API pricing reference with an April model-table snapshot and a verified July 2026 Fable 5 update.
