Topic
Open-Weights Releases
Open-weights releases are the beat's heartbeat: each major drop from DeepSeek, Qwen, GLM, Llama, Gemma, Mistral, Kimi and Nous, covered with the license clauses that bite later, self-host requirements, and where the model is actually serveable on day one.
Start here: Open-Weight vs Open-Source AI Models: The Difference That Bites (2026) — DeAI's reference piece on this topic.
The 10 Best Open-Source LLM API Providers in 2026 (Full Comparison)
A neutral 2026 comparison of 10 open-weight LLM API providers — how they differ on catalog, speed, pricing model, and data policy, plus the two-line switch.
GPT-5.5 vs Open Models in 2026: Can DeepSeek V4, Kimi K3 Replace It?
GPT-5.5 vs open models in 2026: where DeepSeek V4 and Kimi K3 already replace it, where they don't, and a 4-point checklist to decide for your workload.
Open-Weight vs Open-Source AI Models: The Difference That Bites (2026)
Open-weight means you can download the weights; open-source means you get real rights. Why the gap matters in 2026, with 4 license traps to check first.
How to Run DeepSeek V4 Flash in 2026: The $0.14/M Workhorse
DeepSeek V4 Flash lists at $0.14/M input (as of 2026-08-20). Learn where to run it, switch with a base-URL swap, and cut bills with cache-hit pricing.
How to Run DeepSeek V4 Pro via API in 2026 — Every Host Compared
Every way to run DeepSeek V4 Pro via API in 2026 — official API, third-party hosts, aggregators, self-hosting — plus its self-reported 80.6% SWE-bench score.
How to Run GLM-5.3 and GLM-5.2 via API in 2026 (Hosts Compared)
GLM-5.3 shipped on 2026-08-14 under the MIT license. Learn how to call GLM-5.3 and GLM-5.2 via Z.ai or third-party hosts with a one-line base-URL swap.
How to Run gpt-oss-120b via API in 2026 (Apache 2.0)
Run OpenAI's gpt-oss-120b through any OpenAI-compatible API or self-host the 120B MoE on one 80 GB GPU — providers, code, and usage-policy notes.
How to Run Kimi K2.5 via API in 2026 (Hosts Compared)
Run Kimi K2.5 through any OpenAI-compatible API: reference pricing is ~$0.60/M input and ~$3.00/M output tokens, with seven hosts compared and copy-paste code.
How to Run Kimi K3 via API in 2026 (Price, Context, License Caveats)
Kimi K3 is a ~2.8T-parameter open-weight MoE you can call from any OpenAI-compatible API. Where to run it, what it costs, and the license fine print.
How to Run Llama 4 (Maverick & Scout) via API in 2026 — License Traps
Run Llama 4 Maverick or Scout through any OpenAI-compatible API — plus the two license traps to check first: the 700M MAU clause and EU multimodal carve-out.
How to Run Qwen3.6 (27B & 35B-A3B) in 2026: Local, API, or Both
Qwen3.6 ships as a 27B dense model that fits one high-VRAM GPU plus a 35B-A3B MoE. Learn to run it locally, call it via API, or combine both.
How to Run Qwen3 Coder 480B via API in 2026 (Apache 2.0)
Call Qwen3 Coder 480B from any OpenAI-compatible API: provider options, Python and curl setup, agent wiring, and pricing for the 480B-A35B Apache 2.0 model.
