GPT-6.1 Sol: Pricing, Benchmarks, Availability, and How It Compares
GPT-6.1 Sol brings near-Astra coding, computer use, and professional-work performance at one-fifth of Astra's token prices. Here is what…
Floatboat10 min read
Model & Benchmarks
21 articles in this category.
What Is Jev? The AI Model That Never Writes Text
Jev is TypeSafe AI's System One model: typed probabilistic decisions instead of generated text, claimed 193.6x faster and 444.6x cheaper.…
Tan Shaoqing11 min read
DeepSeek V4.1 Flash: Release Status, Specs, Pricing, and Migration
DeepSeek V4.1 Flash is now the production Flash model. Verify its model ID, 1M context, vision support, peak pricing, retired aliases, and…
Judy3 min read
GPT-6 Astra: Current Specs, Pricing, Safety, and When to Use It
GPT-6 Astra explained with current official facts: $10/$50 pricing, 1.05M context, tools, long-context premiums, Critical cyber safeguards,…
Kostja4 min read
Gemini 3.8 Flash — Google's New Coding & Agent Workhorse
What Gemini 3.8 Flash changes after 3.7: model specs, thinking levels, pricing, tool behavior, token trade-offs, limitations, and a…
Kostja3 min read
MiniMax H3 Max Live Stream — Faster Than Playback
MiniMax H3 Max Live explained as an experimental continuous-video pipeline, with official status, pricing, throughput, buffering,…
Tan Shaoqing3 min read
What Is DeepSeek Harness — The Execution Layer for Agents
DeepSeek Harness is DeepSeek's own AI coding agent — the layer that turns V4 into an agent. Architecture, v0.1 open-source release, and…
Kostja14 min read
DeepSeek V4 Pro 0813 — The Quiet GA and What It Actually Changes
DeepSeek V4 Pro 0813 went GA with no announcement. Specs, claimed agent benchmarks, the pricing window before the hike, and how it stacks…
Judy13 min read
GLM-5.3 Open-Weight Status: Verify Before Self-Hosting
How to verify GLM-5.3 weight availability, license terms, and self-hosting requirements before comparing them with the hosted API and…
Ketd3 min read
Grok 4.6: Specs, Benchmarks, Pricing, and Its Place After 4.7
A sourced guide to Grok 4.6: 500K context, reasoning modes, API pricing, independent benchmarks, long-context costs, and whether it still…
Jade7 min read
What Is MiniMax H3 — The Open Omni-Modal Video Model
MiniMax H3 is an open-weight omni-modal video model that turns text, images, clips, and audio into 2K video with native stereo sound.…
Jade9 min read
Kimi K3 — What a 2.8T Open Model Changes for Agentic Coding
Kimi K3 explained through its open-weight boundary, Kimi K3 License, kimi-k3 API ID, 1M context, current pricing, tool compatibility, and…
Tan Shaoqing3 min read
GPT-5.6 Sol, Terra, and Luna: Current Prices and Which Tier to Use
Compare GPT-5.6 Sol, Terra, and Luna using current API prices, context limits, reasoning modes, tool support, and a workload-based model…
Judy3 min read
Effort Control and Fast Mode for AI Work
A practical framework for choosing AI reasoning effort and response speed by task risk, latency, cost, and review burden.
Nova6 min read
Gemini 3.5 Integration for Solo Operators: Where It Still Fits
Gemini 3.5 Flash is stable but no longer Google's newest Flash model. Compare its capabilities, cost, privacy terms, and workflow fit…
Nova9 min read
Meta Muse Spark for a One-Person Business: A Switching Guide
What Meta Muse Spark offers solo operators, what changed by version 1.3, and how to test whether switching models improves a real workflow.
Nova6 min read
GPT Image 2 for Manga and Comic Creators: A Solo Workflow
A controlled GPT Image 2 manga workflow for character sheets, panel generation, lettering, continuity review, rights checks, and…
Nova3 min read
Can One Person Build a Full Storyboard with GPT Image 2?
Can GPT Image 2 produce a usable film or short-video storyboard on its own? Here's what a one-person creator can and can't pull off.
Nova9 min read
GPT-6 Astra for a One-Person Company: Where It Pays Off
A practical guide to using GPT-6 Astra in a one-person company: task fit, costs, controls, evaluation, Floatboat access, and when a cheaper…
Nova9 min read
Grok 3 API in 2026: Retirement, Redirects, and Costs
The Grok 3 API is retired and its model slug redirects to Grok 4.3. Learn what existing users are billed, which xAI model fits each…
Nova10 min read
DeepSeek V4 API for Solo Operators: Pricing, Models, and Cost Controls
A current DeepSeek V4 API guide for solo operators: model IDs, peak and off-peak prices, cache economics, routing caveats, and a practical…
Nova4 min read
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