Choose Nano Banana Pro in Artlist AI Toolkit’s Image prompt, start with one 2K output, and check the cost before generating. Pro currently uses 160 credits at 1K or 2K and 280 at 4K; Unlimited depends on your plan’s exact model list.
A local path alone grants no access. Upload a selected document, use Work with approved local computer access, or open the checkout in local Codex or Claude Code. Then verify the actual file version and permitted actions.
A future task needs explicit instructions and accessible sources. Use an existing chat for ongoing work, treat Memory as supporting context, and give shared copies their own inputs and app access.
claude --dangerously-skip-permissions starts bypassPermissions. The --allow variant only enables mode selection; neither confines filesystem or network access. Use explicit modes and check how your surface restores sessions.
Use /statusline for a quick personal setup, or connect a small Python script for a configuration you can maintain. Test it with mock JSON before troubleshooting settings, update triggers, or Windows paths.
For API-billed Codex CLI work, price ordinary input, cache reads, cache writes, and output separately. A planned day can then be compared with your budget before the next long task starts.
As of October 8, 2026, Gemini 3 Pro Image costs $0.134 per 1K/2K image, $0.24 at 4K, half on Batch, no free tier. Nano Banana 2.1 costs $0.0336 at 1K.
Use ComfyUI's official Nano Banana 2.1 Partner Node (0.39.1+), paid in Comfy credits. Old workflows sending preview model IDs have failed since June 25, 2026.
No. As of October 8, 2026, no Gemini image model, Nano Banana 2.1 included, has free API output. $5 covers up to 148 images at 1K on 2.1 or 2 Lite.
As of October 8, 2026, the free Gemini app runs Nano Banana 2, Google AI plans get Nano Banana 2.1, and API images are billed: $0.0336 per 1K image on 2.1.
As of October 8, 2026, Google prints no image count for the free Gemini app: usage refreshes every 5 hours up to a weekly cap. AI Mode allows 25 images a day.
Use wss://api.x.ai/v1/realtime for a live Grok voice agent. Start with a server-side text or PCM turn, decode the audio reply, and use short-lived client secrets for browser connections. Current audio pricing is $0.08 per minute, with different duration meters for server VAD and push-to-talk.
Imagen 4 shut down on August 17, 2026. Move Gemini API jobs to gemini-nano-banana-2.1, replace the request and image parser, and confirm Firebase's model list.
Start with one implementer and a separate review pass. Add parallel writers only when their tasks have stable boundaries, and test their combined candidate before it reaches main.
Nano Banana 2.1 costs $0.0336 (1K), $0.0504 (2K) or $0.113 (4K) per image on the Gemini API; six live calls added $0.006 to $0.011 each in thinking and text.
Same 9 prompts, one draw each at 1K: Pro and GPT Image 2.5 matched the requested wording; Nano Banana 2.1 slipped on text but costs a quarter of Pro.
Nano Banana 2 (gemini-3.1-flash-image) costs $0.067 per 1K image and $0.151 per 4K, half on Batch. It is deprecated; Nano Banana 2.1 costs half at 1K and 2K.
No daily Nano Banana 2 count exists as of October 2026: the Gemini app refreshes every 5 hours up to a weekly cap, and the API model is deprecated for 2.1.
Nano Banana is the Gemini API's image model family, used with an AI Studio key. Start new code on gemini-nano-banana-2.1; Nano Banana 2 is now deprecated.
No single Nano Banana Pro daily limit: the Gemini app refreshes every 5 hours up to a weekly cap, AI Mode and Workspace reset daily, API quota is per project.
Nano Banana Pro seed support depends on the interface: Google documents a general seed field, while Ideogram and Runware document it for their Pro offerings. Reuse the approved file for an exact repeat; use references and explicit change instructions for new scenes.
Use Nano Banana 2.1 for most image work now that Nano Banana 2 is deprecated, Lite for cheap high-volume 1K drafts, and Pro when exact text must match.
For an OpenClaw API key error, identify the connection that rejected the request before changing credentials. A missing provider key, a Gateway token mismatch, and a provider rate limit need different repairs. Verify recovery in the same agent, session, and model that failed.
Add laozhang.ai as an OpenClaw custom provider using https://api.laozhang.ai/v1 and the openai-completions adapter, then select an accessible model. A configured entry is only the first step: the Gateway must resolve its API key, and the agent and session must actually use that route.