Technical insights, tutorials, and updates from the EvoLink team. Learn how to optimize your AI costs and build better applications.
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.
Z.ai released GLM-5.3 on Aug 14, 2026 — same base as GLM-5.2, all gains from post-training. See confirmed specs, staged API access, and the open-weight timeline.
Z.ai's own table shows GLM-5.3 trailing Claude Fable 5 — and closing fast. Compare benchmarks, API contracts, and access reality before routing agents.
Compare the pending Gemini 3.5 Pro with the documented Gemini 3.5 Flash. See what is known, what Pro must prove, and how to evaluate a future route.
A production decision guide to Gemini 3.6 Flash versus Gemini 3.5 Flash, backed by pricing analysis and 216 API test calls.
Implement Gemini 3.5 Flash with Python and Node.js examples, SDK setup, function and tool calling, structured output, multimodal input, and agent workflow patterns.
Follow Gemini 3.5 Flash from early preview signals to confirmed GA, including the release timeline, lifecycle changes, and links to current model and migration pages.
Break down Gemini 3.5 Flash pricing across input, output, cache, audio, and video tokens with real workload cost examples for production budgeting.
A production migration guide for teams choosing between Gemini 3.5 Flash and Gemini 3 Flash Preview on EvoLink.
Evaluate Gemini 3.5 Flash for coding agent workflows — function calling, structured output, long-context code analysis, cost per agent session, and when to use it vs alternatives.
Compare Gemini 3.5 Flash and Claude Haiku 4.5 on pricing, context window, agent capabilities, and production workload fit to choose the right cost-efficient model.
