Coding: AI Security and Tool Analysis

2026-10-03 | ChatGPT Dots, Work or Codex: What Should You Use? A dot flagged two competing fixes. Use the case to choose Chat, Work, Codex or Dots, set a bounded coordination task, and check usage before adding a bill.
2026-10-03 | October 2026 AI Buying Guide: What to Use or Pay For Choose AI access for your workload: use existing plans, compare Claude or ChatGPT, or budget APIs. Includes a renewal worksheet and a don't-upgrade option.
2026-09-27 | GPT-6.1 Sol, Sol and Luna: Pricing and Evidence Compare GPT-6.1 Sol API rates and cache savings with Sol and Luna; separate Work/Codex credits, included limits and dated benchmark evidence.
2026-09-27 | Claude Opus 5.5: Benchmarks, Price, and Verdict Claude Opus 5.5 review: independent benchmarks, lower API prices, effort tradeoffs, coding results, and the limits of the efficiency claims.
2026-09-14 | DeepSeek V4.1 Flash: A Strong API Value Candidate DeepSeek V4.1 Flash adds native vision and MIT weights. Compare direct API pricing, legacy aliases, independent evidence, and temporary coding-plan offers.
2026-09-14 | GPT-6 Astra: Start Planning Evaluations on Low Evaluate GPT-6 Astra Low for planning and orchestration, with benchmark regressions, API prices, subscription limits, and accepted-result costs kept distinct.
2026-09-14 | September 2026 AI Value: Opus, MiMo, DeepSeek and Luna September 27 AI value shortlist: Opus 5.5 on Claude Pro, MiMo V2.6, DeepSeek V4.1, GPT-6 Luna, OpenCode Go allowances and when reset clocks start.
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’s July Price Cut: Historical Analysis Why GPT-5.6 Luna became the July OpenAI value candidate 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.
2026-07-17 | Kimi K3: Benchmarks, Pricing, and Open-Weights Status Kimi K3 is Moonshot's 2.8T flagship with 1M context, source-labeled benchmark evidence, $3/$15 API pricing, and released weights under the Kimi K3 License.
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 vs Kimi K2.6/K2.7 GLM-5.2 vs Kimi K2.6 and Kimi K2.7 Code for cheap coding models, with Kimi K3 separated as the newer flagship lane.
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.
2026-06-01 | 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.
2026-06-01 | Z.AI Coupon: GLM Coding Discount Guide Direct answer for Z.AI coupon, referral, and GLM Coding discount searches. Current 10% invite rules, plan-metering caveats, and checkout-controlled pricing.
2026-05-21 | AI Coding Subscription Limits: May 2026 May 2026 coding-limit snapshot. Current discovery routes Kimi K3 as the newest flagship and K2.7 Code as the cheaper coding API.
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.