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AI Tool Reviews11 min

Muse Spark Open: Hardware, License and Cost to Self-Host

Muse Spark Open is an 816B-parameter open-weight MoE from Meta. Here is the memory arithmetic, what the Muse Model License allows, what the hosted API costs, and when self-hosting actually pays.

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Gemini 4 Argon API Pricing: Your Bill Doubles on 1 December

Gemini 4 Argon went GA on 13 October at an introductory $2 input / $10 output per 1M tokens. On 1 December every tier doubles. Here is the arithmetic for three workloads, the rival price table, and what to do before the date.

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DeepSeek V4.1 Flash 1017: Peak vs Off-Peak API Pricing Guide

DeepSeek-V4.1-Flash-1017 shipped on 17 October with MIT weights and a two-tier price: $0.15 / $0.60 off-peak, $0.30 / $1.20 at peak. Here are the peak hours in IST and US time, three worked monthly bills, and a cron guard that keeps batch jobs off-peak.

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AI Tool Reviews9 min

Claude Haiku 5.5 Pricing: The 100K-Token Rule for Agents

Claude Haiku 5.5 launched on 7 October 2026 with a two-tier price that jumps fivefold when a prompt passes 100K tokens. This post works through a budget for one million agent calls, compares Haiku 4.5 and Gemini 3.5 Flash, and shows how to keep loops in the cheap tier.

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AI Tool Reviews9 min

GPT-6.1 Sol vs GPT-6 Astra: One-Fifth Price Math for Agents

GPT-6.1 Sol launched with one-fifth the token prices of GPT-6 Astra: $2.00 and $10.00 against $10 and $50 per million tokens. This post prices three realistic agent runs at 1,000 repetitions, adds the cached-input and Ultrafast tiers, and shows the one condition under which paying five times more for Astra is still the cheaper choice.

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AI Tool Reviews9 min

Mistral Large 4 Preview: Pricing, Benchmarks, Open Weights

Mistral Large 4 entered public preview on 6 October 2026 as a roughly 1 trillion parameter mixture-of-experts model with open weights promised by the end of the month. Two different prices circulate, and vendor and independent benchmarks tell different stories. This post separates the claims, prices a standard agent run against Haiku 5.5, GPT-6.1 Sol and Gemini 3.5 Flash, and says who should wait for the weights.

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