Check Image Generation on status.openai.com, then read the message: limits and refusals won't clear with retries, and a failed image may already be saved.
Claude Code can't watch an .mp4. It cuts footage from a word-level transcript and ffmpeg, which suits talking heads and tutorials, not multicam or B-roll.
Claude Pro vs ChatGPT Plus usage limits as of October 15, 2026: Plus doesn't cap everyday text chat; Claude Pro fits more agent coding in one shared pool.
“The extension could not start its user interface” means the Codex panel timed out. On WSL with VS Code 1.141.1, update VS Code to 1.141.2, not Codex.
In current Codex, “exceeded retry limit, last status: 429 Too Many Requests” is not the usage-limit message: check parallel agents, relays, and OpenAI status.
Google has reopened a live student offer: eligible U.S. college students can redeem 12 months of Google AI Pro at no charge through December 31, 2026. Eligibility is account-specific, a payment method is required, and the plan renews at $19.99 per month unless cancelled.
US prices, October 2026: Pro is $19.99 a month with Gemini 4 Argon, 3.1 Pro and 5 TB. Plus is $4.99 or $9.99 and loses Pro models on a date Google emails you.
Move gpt-6-sol traffic to GPT-6.1 Sol: same price, higher scores at every effort. Run it one level higher to match Astra for 3–5x less; Astra max has no equal.
ChatGPT image generation is often seconds to under a minute for simple prompts, can take a few minutes for complex requests, and needs troubleshooting if nothing changes after five minutes.
GPT-5.5 retired from Codex with ChatGPT sign-in on October 14, 2026. Switch to gpt-6-sol (Plus and up) or gpt-6-luna (Free, Go); only API-key Codex keeps it.
Gemini 3.5 Flash supports coding, document analysis, and tool workflows with text output. In Google's Developer API, its old model ID now automatically serves Gemini 3.6 Flash; Cloud has a separate lifecycle.
Google AI Pro gets Gemini 4 Argon in the Gemini app and AI Mode; Ultra adds Antigravity and AI Studio quota. App limits reset every 5 hours up to a weekly cap.
Gemini 4 Argon opened to paid API users on October 13 at $2/$10, doubling December 1. At matched effort it ties Opus 5.5 per task and costs 6.2x GPT-6.1 Sol.
As of October 14, 2026, you can call GPT-6.1 Sol and Gemini 4 Argon, available since October 13. Fable 5.5 is unannounced, and GPT-6.1 Astra was shelved.
For a photo editor like ChatGPT, start with Gemini’s upload-and-describe workflow. Choose Firefly when you want to mark an area, or Recraft and Ideogram when references belong in a larger design. Keep the original available and compare the details before accepting an edit.
At max effort on Artificial Analysis, Claude Opus 5.5 scores 58 to Muse Wonder's 52, but Wonder costs 24% less per task. Wonder Full has no API.
Nano Banana 2 is deprecated: use 2.1 for most image work, Lite for fast, cheap 1K drafts without grounding or 2K/4K, and Pro when exact text must match.
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.
Both APIs are available. GPT-5.5 is the first test for an existing Responses integration; Opus 4.7 has lower standard output rates and no long-input premium. Choose on accepted-task cost, not a universal coding ranking.
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.