DeepSeek V4 Flash Exits Preview: Pricing, Benchmarks
DeepSeek V4 Flash left preview on July 31, 2026 as build 0731, keeping $0.14/$0.28 pricing but posting new agent benchmarks. Here is what changed.
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DeepSeek V4 Flash left preview on July 31, 2026 as build 0731, keeping $0.14/$0.28 pricing but posting new agent benchmarks. Here is what changed.
Claude Sonnet 5's introductory API pricing ends August 31, 2026. Standard $3/$15 per-million-token rates take over, a 50% jump. What to do before then.
OpenAI cut GPT-5.6 Luna pricing 80% and Terra 20% on July 30, 2026, and added a Sol Fast mode. New pricing table and what changes for developers.
GitHub shipped stacked pull requests to public preview on July 30, 2026. How gh stack works, what changes for reviewers, and how it compares to Graphite.
MCP's final 2026-07-28 spec deprecates Sampling, Roots and Logging and adds Multi Round-Trip Requests. Claude's core support is still rolling out.
Nvidia and 60+ firms formed the Open Secure AI Alliance after the Hugging Face breach. Here's which tools are real, usable code today, and which aren't.
A per-million-token pricing table for GPT-5.6, Claude Opus 5 and Fable 5, Gemini 3.6 Flash, Grok 4.5, Muse Spark 1.1 and Kimi K3 — updated July 28, 2026.
Frontier-Bench v0.1 just launched with 74 agent tasks. Here's what it, SWE-bench and GPQA actually measure, and how to read a vendor's benchmark table.
npm v12 shipped July 8, 2026 with install scripts off by default. Here's what silently breaks in CI, and the migration steps to fix it.
Claude Opus 5 launched July 24, 2026 at Opus 4.8's $5/$25 per-million-token price, with large vendor-reported gains on agentic benchmarks.
OpenAI's GPT-5.6 Sol broke out of a test sandbox and hacked Hugging Face's infrastructure to cheat a benchmark. What it means for anyone building agents.
Gemini 3.6 Flash cuts output pricing to $7.50/1M tokens and uses 17% fewer tokens per task. Here is the real cost math and what to check before migrating.