
Gemini 3.5 Flash vs Gemini 3.1 Flash-Lite: Cost and API Migration
Keep Gemini 3.1 Flash-Lite for routine work that passes validation. An old 3.5 Flash API configuration now serves 3.6 Flash; compare current costs before switching.

Keep Gemini 3.1 Flash-Lite for routine work that passes validation. An old 3.5 Flash API configuration now serves 3.6 Flash; compare current costs before switching.

Start with Claude Code when your next job is a repository change you can inspect and test. Choose OpenClaw when you need a running Gateway to coordinate models, messages, and recurring work. Both now support memory and automation; the useful differences are where work runs, who can trigger it, and which account pays.

Use /code-review to look for bugs, /simplify to clean up changed code, and an official skill when design, browser testing, or document work needs a more specific method. Install for the right scope, then check discovery and a real task result.

Claude Sonnet 5.5 cache reads cost $0.10 per million tokens since October 7, 2026, down from $0.20. Your bill falls by half the share cache reads took of it.

You can start with GPT Image 2 through Puter's free monthly allowance, but each user covers their own usage. OpenAI's API has no Free tier, and ChatGPT's current free image tool is Images 2.5.

Choose Nano Banana Pro for an official image API and size control, or Midjourney v8.2 for a visual workflow with style references. Both now support instruction-based editing. Compare their controls, first steps, and costs per requested job before choosing.

Both Wan 2.7 and Seedance 2.0 now generate video. Start with Wan for a short 720p or 1080p job with a matching operation; choose Seedance 2.0 standard for native 4K or its omni-reference workflow for richer media guidance. The right comparison includes input eligibility and the cost of accepted clips.

Use AI outpainting to add space beyond a photo’s borders. Firefly offers a browser workflow, Photoshop lets you retain the original in a layered edit, and ChatGPT handles conversational changes. The right choice depends on how much of the photo must stay unchanged.

Open Claude Code Agent View with claude agents, give independent tasks their own background sessions, and use the dashboard to check progress and step in. Review and preserve each result before deleting its session.

Claude is currently unlisted on laozhang.ai. For actual Claude access, choose an eligible direct, supported cloud, or organizational gateway path, then confirm its credentials, features, and backup plan.

Gemini offers free image generation, but its new Auto setting does not guarantee Nano Banana 2 on every request. For a trial that names the model, BananaGen advertises 12 new-user credits and a six-credit base Nano Banana 2 generation; the actual resolution and quote determine how far the credits go.

Use an existing room or model view to explore finishes, furniture, and lighting. Give each reference a clear role, compare every candidate with its source, and save the chosen concept alongside the measured design.

As of October 10, 2026, GPT Image 2.5 leads Arena's image ranking, low-quality GPT Image 2 is cheapest at about $0.006, and Nano Banana Pro costs $0.134.

As of October 10, 2026, a free AI kissing video means sign-up credits or a daily clip, usually watermarked. Use only photos of you and a partner who agreed.

As of October 10, 2026, Google Flow, PixVerse, Firefly and Canva still give free image-to-video that resets. Runway is a one-time trial; Pika is packs only.

No. Claude outputs text and code, not pixels, on every model and plan. It draws SVG diagrams and charts itself; photos need a connector or an image API.

As of October 10, 2026, ChatGPT Plus has no discount or free trial open to everyone. U.S. students can claim 4 free months by October 31; offers renew at $20.

ChatGPT Plus in Vietnam is the $20/month plan, reported at about 522,500 VND with VAT at checkout. 132,000 VND is ChatGPT Go, not Plus. As of October 10, 2026.

ChatGPT Plus is $20 a month via ChatGPT checkout, the App Store, or Google Play. Recharge sellers need your login or session token, which OpenAI's terms forbid.

Nano Banana 2 is deprecated; as of October 10, 2026, 2.1 costs $0.0336–$0.113 per image on Google. LaoZhang lists $0.045 per call, above Standard only at 1K.

Creating a Claude API key is free; calls spend prepaid credits. New users get a small test credit, Max and Team add monthly API credits, and Pro adds none.

As of October 10, 2026, heavy interactive Claude Code use is usually cheaper on Pro or Max than on API billing. Max's monthly API credits cover only automation.

Once you approve ANTHROPIC_API_KEY, Claude Code bills that key instead of your Pro or Max plan, and claude -p always uses it. /status shows which one pays.

As of October 10, 2026, no Claude Code coupon exists. Pro annual saves $40, bundles cut overflow credits up to 30%, and guest passes give 7 free days of Pro.