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Transparent backgrounds reached preview on gpt-image-2 on 20 August 2026. Image output bills at $30.00 per 1M tokens, yet the only published token table covers the older models.
Manu Shukla 
Anthropic prices US-only inference at 1.1x on Claude 4.6 and later. Until Claude Code 2.1.239 on 21 August 2026, the CLI cost display and budget cap left that 10% out. What it costs and how to check.
Manu Shukla 
Groq's deprecation page names qwen/qwen3.6-27b as a replacement for llama-3.3-70b-versatile. The same page says Preview models should not be used in production. Here is what the swap actually costs.
Manu Shukla 
Only 20% of organisations could explain an overnight doubling of their AI bill within hours. This is the provider-by-provider attribution layer, the ownership model and the 90-day sequence that closes the gap.
Manu Shukla 
Three vendors now sell an agent that takes a task and returns a finished document. They bill in three incompatible ways, and independent research says reliability still trails capability.
Manu Shukla 
AWS's FinOps Agent entered public preview at FinOps X 2026: agentic AI that root-causes cost spikes, answers plain-language cost questions, and attributes Bedrock AI spend by model and user.
Manu Shukla 
In the 2026 State of FinOps, 98% of teams now manage AI spend and GPU cost has become the top concern. Here is what changed and how enterprises can regain control of the AI cloud bill.
Manu Shukla 