ChatGPT Business Premium Seats: $100 List, $120 Floor
OpenAI priced ChatGPT Business Premium exactly like Anthropic Claude Team Premium, but the 2-seat minimum pushes the real floor to $120, not $100.
AI costs
Token prices are the sticker. Context windows, retries, cache misses, subscription floors and the work an agent abandons halfway decide the bill. A model that looks half the price per million tokens routinely costs more per finished task, and the gap only appears once the same job is priced end to end across providers.
- In this world
- 108 analyses
- Field tool
- Model your cost per task ↗
Continue the descent.
Analysis of AI pricing, API bills, subscriptions and the real cost of completing useful work.
Codistry vs Claude Code: Auditing the Half-Cost Token Claim
Adronite claims Codistry costs 48% less than Claude Code per task. We checked the math in its own benchmark data: arithmetic holds, but three caveats matter.
Mac mini M6 vs Mac Studio M5 for Local LLMs
Apple refreshed the Mac mini and Mac Studio on August 25 2026. Every memory ceiling stayed flat, and bandwidth became a paid upgrade.
Is the Plaud Note Worth It? The Full Cost, Priced Honestly
The Plaud Note costs $159 plus a subscription to do anything useful. What it really costs per transcribed hour, who pays too much, and when to skip it.
How Much Does an AI Agent Cost Per Month?
Five meters bill AI agents: per-seat, per-token, per-conversation, per-action and per-minute. The same agent runs 2 to 1,339 dollars a month.
Ox Alpha Is Free: The Catch in the Data Policy
Ox Alpha lists $0 input and $0 output on OpenRouter and moves about 100 trillion tokens a day. Two data policies and an anonymous counterparty are the catch.
What a Personal AI Agent Actually Costs in 2026
OpenClaw and Hermes Agent are free to download. Running one is not: hosting, tokens, and your time put a real personal agent at $10-300 a month.
Qwen3.8-27B: What Free Open Weights Do to API Pricing
Apache 2.0 weights for Qwen3.8-27B landed on August 14, 2026. Strong vendor scores, hosted tokens at 80 percent off the flagship, and a catch in the local math.
DeepSeek Harness: What It Is and What It Costs
DeepSeek open sourced its agent harness under MIT on August 13, then repriced the API three days later. What it does and what it costs to run.
Why SSDs Are So Expensive in 2026: The NAND Squeeze
NAND contract prices ran 70 to 75 percent in one quarter, and the cheapest 2TB NVMe drive hit $209.99 by August 2026. What drove it, and what happens next.
Claude Fable 5.1 Leak: Release Date and Price
Anthropic has published nothing on Fable 5.1. Four leaked claims, two X threads and one gray-scale sighting, graded against the primary sources.
Grok 4.6 Agent Cost: The 200K Price Cliff
Grok 4.6 kept the $2 and $6 headline but raised cached input 67 percent, and doubles every rate past 200K tokens. What that does to an agent bill.
AI Programming in 2026: Tools, Techniques, Evidence
AI writes 42 percent of committed code, yet the measured productivity gain stays contested. A sourced survey of the tools, techniques and evidence.
New AI Models Released in August 2026: The Full List
Every new AI model released in August 2026 with dates, verified per-token prices and primary sources, plus the price changes that landed alongside them.
AI Data Center Stocks: Where the Capex Lands
Alphabet, Microsoft and Meta spent about $198B in the first half of 2026 and Nvidia booked $75.2B in a quarter. Who is funding the rest with debt.
Grok Bot Pricing: The $120 Door and What It Buys
Grok Bot needs a $120, $200 or $300 per month plan while Claude Cowork ships from $20. What the seat price buys and where it breaks even.
Claude Opus 5 vs Sonnet 5: Which Model Should You Use?
Claude Opus 5 is stronger, but Sonnet 5 costs 40% less at standard rates. Compare coding, reasoning, speed, context, and when upgrading to Opus pays off.
Uber and Walmart Cap AI Tokens as Enterprise Costs Surge
Uber and Walmart capped employee AI use after costs surged. Learn what token budgets reveal and how enterprises can measure AI spend, value, and ROI.
Qwen3.8 Max Benchmarks: The First Real Numbers
Artificial Analysis scored Qwen3.8 Max at 58 on its Intelligence Index. The token price fell 20 percent but the cost to run the same eval rose 64 percent.
Prime Agent: The 95.5% Claim and the Exploit
Prime Intellect reports 95.5% on ARC-AGI-3. The ARC-verified ceiling on that same set is 30.2%. What the harness costs in tokens, and what the gap measures.
DeepSeek V4 Flash: Pricing, Benchmarks, and Cost
DeepSeek V4 Flash 0731 scores 50 on the Artificial Analysis Intelligence Index at $0.14 per million input tokens, ahead of the pricier V4 Pro at 44.
GPU Prices in 2026: Why They Rise, and Whether to Buy
Nvidia RTX cards are up 20 to 30 percent in a third 2026 hike. Here is the memory-cost chain behind it, and whether to buy a GPU now or wait.
Claude Opus 5: Pricing, Benchmarks, and Cost
Claude Opus 5 ships at $5/$25 per million tokens with an effort dial, matching Fable 5 intelligence at half the price. Benchmarks, specs, and cost per task.
LLM Evaluation Metrics: Accuracy, Cost, and CI in 2026
A practitioner guide to LLM evaluation metrics: reference-based scores, LLM-as-judge, and human review, ranked by accuracy and cost per 10,000 responses.
What this topic covers
Analysis of AI pricing, API bills, subscriptions and the real cost of completing useful work.
This topic collects 108 analyses, and they are written to be read together rather than one at a time: the featured guide sets out the shape of the problem, and the pieces below work through the individual numbers, tradeoffs and edge cases behind it. Every figure is attributed to a primary source at the point it is used and carries the date it was verified, because prices and benchmark results in this area go stale in weeks rather than years. Where a number is modeled rather than measured, the assumptions are stated so the arithmetic can be checked.
The topics on this site overlap by design. This one runs into AI markets and Coding agents, and a question that starts in one usually ends in another: a pricing decision turns into a hardware decision, a benchmark result turns into a cost question. Follow the links inside the posts rather than treating these archives as separate shelves.
Model your cost per taskCompare a subscription against the APICheck current plan prices