Qwen 3.7 Max vs Kimi K3 vs DeepSeek V4: 34x Cost Gap (2026)

Same eval suite, same methodology. Kimi K3 scores 57 for $2,437, DeepSeek V4 Flash scores 50 for $72, and Qwen 3.7 Max scores 46 for $1,604.

Qwen 3.8 Max: Price, API Access, and Open Weights (2026)

Qwen 3.8 Max pricing and API access, with a distinction between the hosted Max model and Qwen3.8-27B open weights. Check the dated 0902 update.

Best LLM API Providers 2026: 4 Types and What Each Costs

Compare four LLM API provider types using the August 2026 cost study, with September Ofox quotes and the distinction between list and supplier prices.

DeepSeek V4 Flash vs Gemini 3.6 Flash: Tied Score, 10x Price

Both score 50 on Artificial Analysis. DeepSeek lists at $0.14/M vs Gemini's $1.50/M, but spends 210M tokens to Gemini's 59M. Where the 10x gap goes.

Codex CLI 401 Unauthorized: 9 Tested Causes and Lookalikes

Codex CLI 0.146.0 auth fails nine ways, and not all of them are a literal 401. Read the message body, not the code: no key sent, key rejected, newline.

fal vs WaveSpeed vs AtlasCloud: Video Generation API Compared (2026)

fal, WaveSpeed and AtlasCloud run per-second video APIs but price differently: floors from $0.01/s, $0.045/s and $0.05/s. Match the model, then compare.

OpenCode vs Codex CLI: Terminal AI Coding Agent Compared (2026)

OpenCode (190k stars, MIT, any model) vs Codex CLI (Rust, Apache-2.0, GPT-5-Codex). One is model-agnostic, one is OpenAI-native. Pick by your stack.

GLM-5.2 in Cline: Setup, Thinking, Cost vs Sonnet 5 (2026)

Run GLM-5.2 in Cline in 5 min: OpenAI-Compatible setup, the thinking toggle Cline can't switch off, and GLM ($1.4/$4.4) vs Sonnet 5 ($2/$10).

How to Choose a Video Generation API by Use Case (2026)

Pick a video model by the job: Seedance 2.0 for consistency, Wan for budget, HappyHorse for lip-sync avatars. One ofox key, real per-second pricing.

How to Access the Seedance 2.0 Video Generation API (2026)

Seedance 2.0 API quickstart: one ofox key, POST /v1/videos, poll to completed, read unsigned_urls[0]. Python + Node code, pricing from $0.07/s.