Best AI Video Generation APIs 2026: Pricing, Speed & Tests
Compare 10 AI video generation APIs (Veo 3.1, Kling V3, Seedance, Wan 3.0, Hailuo) with real MP4 tests, per-second prices, and clip-length limits.
Modellix
Modellix 博客 | 第 5 页
阅读 Modellix 的实用指南、模型对比和 AI API 工作流。 第 5 页.
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How to Restore Old Photos with AI [Tested on 6 Models]
Restore old photos step by step: scan, repair, check faces, colorize. We damaged a photo on purpose and tested 6 AI models to see which keep faces real.
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Unblur an image for free on your phone, online, or with AI. We blurred a photo and tested 4 AI models: all fixed the sign, not all kept the face.
Nano Banana 2.1 [Latest]: Price, Benchmarks & vs Pro
Nano Banana 2.1 costs $0.0336 per 1K image, half of Nano Banana 2, and beats Pro in Google's tests. Pricing, benchmarks, a real test, and what to use now.
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dsh plugin add: Install, Verify, Remove Harness Bundles
dsh plugin add installs a bundle into a profile, but installed does not mean effective. Verify with dsh --dump-config, pack a tarball, or remove cleanly.
DeepSeek Harness Web Search: web_search and web_fetch
Swap DeepSeek Harness web_search and web_fetch providers: install dsh-modellix, add a Modellix key, and both native tools run through tool.modellix.ai.
Agent Harness: What It Is, What It Does for You
An agent harness turns a language model into an agent: loop, tools, context, and the model source most explainers skip. Examples and what it does for you.
DeepSeek Harness API Key: Which Key Goes Where
One Modellix API key powers LLM, Design, and Web in DeepSeek Harness. Where it lives depends on how you add it: $DSH_HOME/.credentials.yaml or MODELLIX_API_KEY.
DeepSeek Harness Provider Errors: UNKNOWN_MODEL and 401s
Decode DeepSeek Harness provider errors: UNKNOWN_MODEL means the models list is the catalog, MISSING_CREDENTIAL means no key, only a 401 marks a key invalid.
DeepSeek Harness Image Generation: Media Output via Plugin
Generating images inside DeepSeek Harness requires a plugin: the Design module adds image, video and audio output, and the billing boundaries most guides skip.
DeepSeek Harness Token Usage: What an Agent Run Costs
See what one DeepSeek Harness agent run costs: query GET /v1/logs for per-request cost, token buckets, and session attribution, then convert per 1M tokens.
Claude Code Alternatives (2026): How to Feed Them Models
Claude Code alternatives in 2026: the open-source harness options, what happens to your Anthropic subscription, and how each client gets its model source.
DeepSeek Harness Custom Model: Form + settings.yaml
Add any OpenAI-compatible provider to DeepSeek Harness: five-field Web UI form, settings.yaml block, 28 Modellix model IDs, and the traps behind UNKNOWN_MODEL.
DeepSeek Harness: What It Is, How to Run It
DeepSeek Harness (dsh) is DeepSeek's open-source agent harness where everything is a plugin. Here's what it is, how to run it, and where its models come from.
MiniMax 2.5 API: Integration Guide, Pricing & Code
MiniMax 2.5 API guide: legacy status, current per-million pricing, both base URLs, working curl and SDK code, error handling, and M2.5 vs M2.7 vs M3 guidance.
Seedance 2.0 Vs: Integration Guide, Pricing & Code
Seedance 2.0 vs Kling 3.0 is a workload decision: reference control and 4K headroom versus motion at scale. Live prices, API code, and tier guidance inside.