OpenModels DeepSeek V4 Flash 0731 vs Claude Opus 4.8: The 1 Cent Agent Run DeepSeek shipped V4-Flash-0731 on July 31 with the same architecture and 7.4x the DeepSWE score. We priced the benchmark table nobody prices: one cached agent run costs $0.0096 against $0.73 on Claude Opus 4.8.
DeepSeek DeepSeek API Migration: Replace deepseek-chat Before July 24 Replace DeepSeek's retiring API aliases, choose V4 Flash or Pro, test thinking-mode behavior, and add a fallback through one OpenModels endpoint.
GLM-5.2 GLM-5.2 API Guide: Python, Tools, and Fallbacks Call GLM-5.2 with Python or cURL, stream responses, build a safe tool loop, estimate token cost, and add model fallback through one OpenModels endpoint.
Hy3 Tencent Hy3 API Guide: Run the New Agent Model Learn what Tencent Hy3 changes for AI agents, compare it with Hy3 Preview, and call Hy3 through one OpenAI-compatible OpenModels API.
GLM-5.2 The 8-Hour Coding Agent: What It Costs to Run GLM-5.2 Autonomously in 2026 GLM-5.2 can code unattended for hours, and the first invoice surprises people. An autonomous agent is a loop, not a call: it re-reads its context every step, so input can be 90% of the bill.
x402 x402 AI Inference: The API Call That Pays for Itself An API request can now arrive with its own money. OpenModels uses x402 to let agents buy AI inference per call in USDC, without credits, an account, or an API key.
AI Agent Cost Control How to Control AI Agent Cost Per Run and Session in 2026 A single model call costs cents. A failed agent run with retries, tool calls, and long context does not. The unit of financial control for production agents is the run, then the session. Here is how to bound both.
