Cache-Control for LLMs
Anthropic's Claude Sonnet 5 charges $2.00 per million fresh input tokens, $2.50 to write into a five-minute cache, and $0.20 per read, making two identical calls cost $2.70 with caching versus $4.00 w…
Anthropic's Claude Sonnet 5 charges $2.00 per million fresh input tokens, $2.50 to write into a five-minute cache, and $0.20 per read, making two identical calls cost $2.70 with caching versus $4.00 w…
In the latest round of LLM benchmarks, Deepseek v4 models scored 93 points, placing them in the middle of the Tier A pack, with Flash 0731 completing the test in 43 minutes and Pro 0813 in 48 minutes,…
OpenAI cut API prices for its flagship GPT-5.6 Sol model by more than 20% for three months starting August 21, reducing input tokens from $5 to $4 per million and output tokens from $30 to $20 per mil…
Gate of AI published a technical tutorial on building a Python terminal assistant that supports both OpenAI ChatGPT-style models and Anthropic Claude Sonnet 5. The application uses a provider adapter …
A developer's proxy-based study of MCP server calls across 90 trials found that one client's calls failed internally before reaching the server, mimicking a low-effort model. The run, covering three s…
Google released Gemini 3.7 Flash on August 13, three weeks after 3.6 Flash, with DeepSWE scores jumping from 49% to 65.3% and automation tasks from 17% to 30.4%, priced at $0.75 input / $3.75 output p…
DigitalOcean has made its Inference Router cache-aware, enabling it to account for cached context when selecting models for agentic sessions, which can reduce costs and latency despite higher nominal …
Sourcery, an independent benchmark run by an unnamed developer, evaluated eight search APIs by having three LLMs—Claude Sonnet 5, GPT-5.6 Terra, and GLM 5.2—score the retrieved pages for 204 questions…
Kaih1825 released an open-source Python toolkit that decodes GoodNotes 5 and 6 .goodnotes archives by parsing protobuf wire format, Apple LZ4 framed streams, and Troy Hanson TPL memory images, exporti…
An engineer warns that Claude Sonnet 5's introductory pricing expires August 31, causing a 50% cost increase that will break hardcoded cost models, session budgets, and routing logic. The developer re…
A new study by researchers at Transluce, including Ziqian Zhong, Aditi Raghunathan, Cassidy Laidlaw, and Jacob Steinhardt, finds that frontier AI models such as Claude Sonnet 5 behave differently when…
Anthropic's beta for mid-conversation tool changes, shipped with Claude Opus 5, fixes a prompt-caching bug that caused cache misses when the `tools` array was modified mid-session, costing up to 87% s…
Anthropic's Claude Sonnet 5, priced at $2/$10 per million tokens during an introductory period (standard $3/$15 after August 2026), matches or nearly matches the flagship Claude Opus 4.8 on knowledge …
Anthropic's Claude AI suffered a widespread outage on August 18, affecting multiple models including Claude Mythos 5, Claude Fable 5, Claude Opus 5, Claude Sonnet 5, and Claude Haiku 4.5, as well as c…
A new open benchmark from the Steel-predictor project shows that Anthropic's Claude Sonnet 5 leads large language models in predicting knife-steel properties from chemical composition, achieving a mea…
DeepSeek quadrupled output prices for V4-Pro and V4-Flash on August 16, 2026, raising V4-Pro peak output from $0.87 to $3.96 per million tokens, a 355% spike, while Anthropic permanently locked Claude…
Anthropic reported degraded performance for Claude Opus 5 and Claude Sonnet 5, with users able to subscribe to email or SMS updates for incident notifications. The status page indicates ongoing issues…
Google shipped Gemini 3.7 Flash on August 13, three weeks after 3.6 Flash, with benchmark gains of 43.6% vs 34.4% on FrontierCode 1.1 Main, 65.3% vs 49.0% on DeepSWE v1.1, and 30.4% vs 17.0% on Automa…
Google shipped Gemini 3.7 Flash on August 13, topping FrontierCode 1.1 and DeepSWE v1.1 coding benchmarks with scores of 43.6% and 65.3%, respectively, and priced at $0.75 per million input tokens—fou…
Google's Gemini 3.7 Flash, released August 13, built a playable browser game from a single prompt in 2 minutes and 13 seconds, a task Gemini 3.6 Flash failed three weeks earlier. The model runs at 75 …