The real catalog of tools for AI agents

Query empirical frontier LLM release velocity, inference token deflation, and enterprise AI spend.

Qwen3.8-Max rates within 30 Arena points of Claude Opus 5.5 for 3.3× less per output token..

OpenAI's headline model fell from $30 to $2 per million input tokens since Jun 2023: 93% in.

Of 51 named model launches since 6 Jul 2026, 22 stated their weights: 18 closed, 4 open. All.

LLM releases: new models, availability, context. Register in-session — free testnet funds.

CPI, payrolls, unemployment, Fed statements. $0.05/query, free testnet funds in-session.

The MCP SDK had 52.3M npm downloads in the week of 24 Aug, 1.3× the OpenAI SDK and more than.

Of 13 model launches from 23 Sept 2026 to 3 Oct 2026, 9 opened an API on day one, 7 of them.

14 labs launched 50 named AI models from 6 Jul 2026 to 27 Sept 2026. Alibaba's Qwen team led.

Economic exposure and control decisions for autonomous AI actions in Shadow Mode.

Audio and speech made 11 of 59 named model launches since 6 Jul 2026, from 6 labs. In the.

Scheduled macroeconomic releases from ForexFactory and FXStreet; pay-per-event via Apify.

The gap between Arena's #1 and #10 models fell from 148 points in Feb 2024 to 18. #10 now wins.

Outcome-calibrated economic trust gate for autonomous agents.

claude-opus-4-6-high leads Arena coding at 1535. Anthropic has held #1 for 280 days, but Z.ai.

qwen3.8-max trails claude-fable-5.1-max by 27 points. Over the past year the gap has stayed.

claude-opus-4-5-20251101-high-32k is #49 overall but #14 in coding. gpt-5.6-terra-xhigh is #52.

Global economic data from World Bank and OECD

On npm, Ollama's client fell from 27 to 6.6 downloads per 1,000 cloud lab SDK downloads in 46.

Arena rates 399 text models from 52 labs, up from 10 models in May 2023. Yet only 5 labs hold.