#ai-pricing

Running Kimi K3 in Kimi Code: the Moderato plan unlocks 256K context, Allegretto the full 1M, and cache discipline — not knobs — controls your real cost.

Anthropic extends Fable 5 access and 50% higher Claude Code limits through July 19. Why rolling promo deadlines disrupt teams, and how to hedge your stack.

Anthropic extended free Fable 5 access on paid plans to July 12, 2026 — since extended again to July 19. The 50% cap and $10/$50 credit terms carry over.

On July 1, 2026, Palantir's Alex Karp told CNBC something had gone wrong with AI token pricing. What he actually said, the context, and why the timing mattered.

Claude Fable 5 costs $10/$50 per million tokens, double Opus 4.8. How individuals and small firms recoup that metered spend — with the honest counterexamples.

GPT-5.6 Sol lists cheaper than Claude Fable 5 and benchmarks well, but access is gated to a few partners. Fable 5 ships today. Price, access, benchmarks.

Anthropic meters Fable 5 while OpenAI keeps Codex included: a 2026 framework for AI subscriptions vs usage credits, and which billing shape fits your workload.

Why AI services don't earn SaaS margins: inference COGS, the 50-60% gross-margin reality, model-routing levers, and hybrid pricing for agency work.

Grok 4.3 landed on Amazon Bedrock June 15, 2026 as the cheapest US-lab frontier reasoning model. The pricing, Mantle endpoint gotchas, and enterprise risks.

CPQ kills manual quoting errors and discount leakage for complex B2B sales. A 2026 buyer's guide to AI-powered quoting, the vendor landscape, and build-vs-buy.

Anthropic's S-1 makes it the first major AI lab to start an IPO. What public-market pressure means for Claude API pricing, and why builders should act now.

A decision matrix for SaaS pricing in the AI era: seat, usage, outcome, and hybrid models, covering metering, inference-cost margin risk, and expansion revenue.

Tokens, prefill, decode, KV cache, prefix cache, batch tier, reserved capacity, context-window discount — every LLM billing term, defined.

DALL-E, Midjourney API, Imagen, Stable Diffusion 3.5, Ideogram, Flux, Recraft, FAL, Replicate. Per-image cost, latency, quality benchmarks across 12 providers.

Seven serverless inference providers compared on price, latency, model availability, and throughput. 60+ data points across 12 popular models.

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.

Google's Gemini 3.1 Flash-Lite costs $0.25 per million tokens and outperforms GPT-5 Mini on key benchmarks. Complete pricing and performance comparison guide.

Three-way frontier model comparison: GPT-5.4 vs Claude Opus 4.6 vs Gemini 3.1 Pro benchmarks, agentic AI capabilities, pricing, and which model wins.

OpenAI releases GPT-5.4 with native computer use, 1M context, and tool search reducing tokens by 47%. Complete benchmarks, pricing, and developer guide.

OpenAI releases GPT-5.3 Instant with 26.8% fewer hallucinations, 400K context, and anti-cringe tone overhaul. Complete benchmarks, pricing, and migration guide.

Google launches Gemini 3.1 Flash-Lite at $0.25 per million input tokens. 2.5x faster, tops 6 benchmarks. Complete pricing and performance comparison guide.

AI eCommerce tools market reaches $8.65B as automation moves from experimental to essential. Complete guide to AI-powered inventory, pricing, and fulfillment.

How to price AI services as an agency in 2026. Value-based pricing, retainer models, and ROI frameworks for chatbots, automation, and AI consulting.