#ai-pricing

List prices for one hour of audio or video across nine providers, from OpenAI and Google to Alibaba and the speech vendors, with every conversion shown.

Text input has one unit. Image input has several conversion rules, and some vendors publish none. An input-side reference that names what it will not normalize.

Four vendors publish the same 10% residency premium. What OpenAI, Azure, Vertex AI and Mistral charge to pin inference to a region, and what AWS does instead.

Two of the three plans that unlock Grok Bot's beta are Cursor tiers, and per xAI's own docs its authentication and data governance run through Cursor.

Seat subscriptions, prepaid token plans, monthly-reset quotas and data-for-discount tiers price the same work differently. How each shape fails under load.

Meta's contributor tier cuts Muse Spark input costs 12.5x and output 21x in exchange for training rights. The rate limits and eligibility gaps to check.

Meta shipped Muse Code beta and Muse Spark 1.2 together on August 5, at two prices: $1.25/$4.25 standard, or $0.10/$0.20 if you contribute data.

Grok Voice Think Fast 2.0 ships at 0.70s to first audio and $0.08/min on the raw model API. What speech-to-speech buys you, and what a cascade buys you instead.

Anthropic kept Claude Code weekly limits 50% higher through Aug 19 and, from July 20, includes Fable 5 in Max and Team Premium at 50% of limits.

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 extended Fable 5 access and Claude Code limits through July 19. Updated: the July 18 announcement resolved the cliff — here is how terms landed.

Anthropic extended free Fable 5 access on paid plans to July 12, then July 19 — resolved July 18: Max and Team Premium keep access for good from July 20.

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.

Compare image API pricing with a September 9 Flare and Sunburst token-rate update. Other provider rows retain their dated April comparison and limits.

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.