Api-Costs: AI Security and Tool Analysis

2026-08-11 | Stop Paying Twice: A Practical LLM Cost-Saving Playbook Provider-spanning guidance for reducing API, subscription, and coding-agent costs without increasing retries or human cleanup.
2026-08-01 | DeepSeek V4 Flash 0731: The API Value Frontier DeepSeek V4 Flash 0731 pairs a 1M context window and MIT weights with a $0.14/$0.28 direct API, but high token use and hallucinations still require evaluation.
2026-08-01 | GPT-5.6 Luna Is OpenAI’s Value Default Why GPT-5.6 Luna is the OpenAI value default for bounded Codex work and high-volume API tasks, with subscription and API economics kept separate.
2026-07-25 | Claude Opus 5: Cost, Benchmarks, and When to Use It Claude Opus 5 pricing, availability, effort levels, independent cost-per-task evidence, migration changes, and practical routing against Sonnet 5 and Fable.
2026-07-01 | Claude Sonnet 5 Guide Claude Sonnet 5 pricing, 1M context, API migration changes, tokenizer cost implications, availability, and source-labeled launch evidence.
2026-06-26 | Claude Opus 4.8 Historical Guide Claude Opus 4.8 historical pricing and benchmark context, retained for older integrations after Opus 5 became the premium Claude baseline.
2026-06-20 | GLM-5.2: July Value Coding Pick GLM-5.2 is the July best value coding model to test: 1M context, AA Index 51, $1.40/$4.40 API pricing, and Opus 4.8 comparison math.
2026-06-20 | Kimi K2.7 Code: Coding Model Guide Kimi K2.7 Code is Moonshot's cheaper routine coding lane after K3: 256K context, base/HighSpeed pricing, source-labeled benchmark deltas, and eval caveats.
2026-06-06 | Xiaomi MiMo Guide: V2.5 API, Pricing & Open Weights Source-backed guide to Xiaomi MiMo V2.5 API, Token Plan limits, open weights, pricing, hardware reality, privacy caveats, and where it fits.
2026-06-01 | MiniMax M3: Value Coding Model Guide MiniMax M3 is a value coding model candidate with 1M context, multimodal input, Token Plan economics, and vendor-reported benchmark strength. Test it before replacing premium lanes.
2026-05-18 | GLM-5.1: Prior Low-Cost Coding Model Guide GLM-5.1 is Z.AI's prior low-cost coding model context. Use GLM-5.2 for the current 1M-context GLM coding-model guide.
2026-05-18 | Z.AI GLM Coding Plan Guide Z.AI's GLM Coding Plan gives supported coding tools a GLM-5.2 lane to test. New credit metering, account-relative legacy migration support, referral disclosure, and caveats.
2026-02-19 | Anthropic OAuth Policy Feb 2026: What Changed Anthropic's official Claude Code compliance docs explicitly prohibit OAuth tokens in third-party tools, including the Agent SDK. Here's what's new, why OpenCode broke, and where the OSS ecosystem goes next.
2026-02-13 | Claude Opus 4.6 Extra Use: $50 Free Credits (Ends Feb 16) Urgent: Anthropic is giving away $50 in free Opus 4.6 credits until Feb 16. Plus how to save 50% with batch processing for non-urgent workloads.
2026-02-03 | Access Kimi: K3, K2.7 Code, and Current Routes Current Kimi access guide for Kimi K3, K2.7 Code API, Kimi Code membership, the neutral referral draw, HighSpeed, and NVIDIA's K2.6 trial route.
2026-02-03 | Claude vs OpenAI API Pricing: Opus, GPT-5.6, Fable August 2026 Claude vs OpenAI API pricing with Sonnet 5, Opus 5, Fable 5, GPT-5.5, and GPT-5.6's July 30 price cut.