Via the Meta Model API, Muse Wonder is priced at $4.00 per million input tokens and $20.00 per million output tokens

Overview Debates Related claims Topics Sources

The Cairn-based autonomous AI hacking campaign launched on September 25, 2026 consumed approximately $5,000 in AI tokens, resulting in an estimated cost of $50 per successful company breach.

NorForge researcher Snorre Fagerland estimated a Chinese-speaking hacker's hacking campaign cost roughly $5,000 in AI tokens, or about $50 per successful intrusion

DeepSeek set peak API pricing for DeepSeek-V4.1-Flash-1017 at $0.30 per million input tokens and $1.20 per million output tokens, with off-peak rates discounted by 50 percent

Ramp entered the model routing and AI inference market in August 2026, offering clients AI token usage monitoring and spend management tools

Founders Fund and Khosla Ventures investor Keith Rabois stated that Ramp aims to compete with Anthropic by becoming the primary platform for enterprise token spend management and optimization

Google is offering Gemini 4 Argon at introductory API rates of $2 per million input tokens and $10 per million output tokens, with a 95% discount on cached input tokens

Google confirmed that introductory API pricing for Gemini 4 Argon expires November 30, 2026, doubling on December 1 to $4 per million input tokens and $20 per million output tokens

On Microsoft Foundry and OpenRouter, Microsoft-Decision-1 costs $0.042 per million input tokens with free output tokens, versus OpenAI's Luna decisions endpoint at $0.10 per million with free output tokens

The lawsuit filed by USA Today Co., Inc. on October 8, 2026 claims its papers make up over 160,000 entries in OpenAI's WebText dataset and over 122 million tokens in a 2019 Common Crawl snapshot

Reka AI's Rho-1 processes all modalities as tokens inside a single shared context window, eliminating the need for tool calls, external models, or multi-agent pipelines

Anthropic's expansion of the Claude Startups program was developed in response to founder feedback requesting tokens, time with Anthropic's Applied AI team, and early-stage support

Claude Haiku 5.5's lower-tier pricing matches OpenAI's GPT-6 Luna base rates of $0.10 per million input and $0.50 per million output tokens, though Luna's surcharge begins above 272,000 input tokens

Anthropic estimates that Claude Haiku 5.5 workloads cost approximately 75% less to run than on Claude Haiku 4.5, factoring in request sizes, token consumption, and an updated tokenizer

Claude Haiku 5.5 costs $0.10 per million input and $0.50 per million output tokens below 100,000 tokens (90% reduction from Claude Haiku 4.5), and $0.50/$2.50 per million input/output tokens above 100,000 (50% reduction from Claude Haiku 4.5)

Claude Haiku 5.5's lower-tier rates are cheaper than Google's Gemini 3.5 Flash-Lite, which is priced at $0.30 per million input tokens and $2.50 per million output tokens

Anthropic estimates that typical agent workloads will save approximately 20% from the Claude Sonnet 5.5 caching price reduction, depending on context reuse

Alongside the launch of the Claude Haiku 5.5 model, Anthropic cut Claude Sonnet 5.5 cache read charges from $0.20 to $0.10 per million tokens and introduced monthly API credits for Max and Team subscribers

During the final week of September 2026, Anthropic captured 51 percent of corporate token spending while OpenAI captured 44.5 percent, according to Ramp AI Index subsample data.

Running AI agents on local hardware like the DGX Spark avoids metered cloud API fees, which is increasingly significant as token consumption has grown 14-fold since early 2026.

Agentic applications will drive up total AI costs for organizations despite falling per-token prices