#claude-opus-4-7

Agentic coding head-to-head: Gemini 3.5 Flash vs GPT-5.5 vs Opus 4.7. MCP Atlas, SWE-Bench Pro, Terminal-Bench, plus Antigravity 2.0 launch context.

Amazon Q Developer free tier closes May 15, 2026. Step-by-step migration playbook to Kiro with spec-driven development, hooks, and steering rules.

Migrate Claude Opus 4.6 to 4.7 — prompt-cache key changes, tool-use schema deltas, 1M context economics, compaction API surface, and rollout plan.

MoE choices powering 2026 frontier models compared — total vs active params, routing strategies, sparsity ratios, and the downstream cost implications.

Cross-modal benchmark scores — image understanding, video, OCR, ASR, code-with-vision — across GPT-5.5, Gemini 3, Claude 4.7, Qwen 3.5 Omni. 80+ data cells.

Updated NIAH-2 results across 1M-context models — single-needle, multi-needle, and reasoning-over-context. Where models silently fail above 200K tokens.

Head-to-head: GPT-5.5 and Claude Opus 4.7 on agentic coding, computer use, 1M context, pricing, and the right model for each production workload.

When 1M context pays off — and when it bankrupts you. Token-spend math, prompt-cache strategy, and break-even tables for agentic Claude Opus 4.7 workloads.

We measured low/medium/high reasoning effort across 5 frontier models on math, code, and analysis. Quality lift, latency tax, and cost-per-correct-answer data.

Cross-model hallucination rates on factual recall, citation accuracy, and code reference. 5,000 prompts tested across 5 frontier models with confidence bands.

MCP tool-call success across 12 task types — search, file ops, data, calendar, email. Pass-rate, retry-rate, and cost-to-completion for 5 frontier AI models.

Anthropic Labs launched Claude Design on April 17, 2026. Opus 4.7-powered prototypes, slides, and UIs. Canva partnership, codebase-aware design systems.