AI API Tutorials

In-depth reviews and comparisons to help you choose the right AI API

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Provider Review 2026-08-31 14 min read

Tencent Hunyuan Hy4 Preview API: 770B MoE 2026

Tencent Hy4 preview API on OpenRouter Aug 28: 770B MoE with 49B active, 1M context, Gated DSA, $0.83/M in. vs GLM-5.3 / Kimi K3 benchmarks.

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News Analysis 2026-08-30 14 min read

OpenRouter Jevons Paradox: GPT-5.6 Discount Data 2026

OpenRouter Aug 2026 blog: GPT-5.6 Terra +5.6x, Luna +13.8x in the 2026-07-27 to 08-14 discount window. 32% retention, 7.8% share gain, routing takeaways.

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News Analysis 2026-08-29 14 min read

Cloudflare Workers AI GLM-5.3: $1.40/M Coding Model Tested

Cloudflare Workers AI adds Z.ai GLM-5.3 on Aug 28, 2026: $1.40/$0.26/$4.40 per M tokens, 1M context, 28.3 Terminal Bench 3.0 OS-SOTA, paid plan.

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Provider Review 2026-08-28 14 min read

Qwen3.8-Flash-Next API: 125B MoE + GDN/QSA Hybrid 2026

Qwen3.8-Flash-Next API review 2026: 125B+51B+4B / 6B-activated MoE with Gated DeltaNet + Qwen Sparse Attention hybrid, Qwen4 architecture preview, qwen-community-1.0 license, open weights on HF/ModelScope.

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Provider Review 2026-08-27 14 min read

Nscale Serverless Inference API Pricing 2026

Nscale serverless inference API review 2026: OpenAI-compatible /v1 endpoint, open models (Qwen3, GPT OSS, Llama 4, Kimi) and EU data sovereignty.

News Analysis 2026-08-27 12 min read

GLM-5.3-Flash API Pricing 2026: 320B Hybrid Multimodal

GLM-5.3-Flash API review 2026: Z.ai 320B/18B open multimodal model, hybrid sparse+linear attention, $0.15/$0.50 per 1M, 50% launch discount, 1M context.

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Integration Guide 2026-08-26 14 min read

OpenRouter Video Generation API 2026: One Endpoint for 26 Video Models

OpenRouter unified video generation behind one async API: POST /api/v1/videos fronts Seedance, Veo, Wan, Sora 2, Kling, and 21 more models. Prices from $0.03/sec to $0.60/sec.

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Provider Review 2026-08-26 14 min read

Reka Multimodal API Pricing 2026: Edge, Flash, Core Models

Reka multimodal API review 2026: Edge $0.10/M, Flash $0.80/M, Core $2.00/M; per-minute video/audio; vLLM open weights + Reka Flash Research agent.

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News Analysis 2026-08-25 14 min read

Anthropic Computer Use + Skills API + Files API GA 2026

Anthropic ships Computer use (GA, HIPAA), Browser use tool, Skills API, and Files API (5x rate limits, 1 TB). Pricing for Sonnet 5, Opus 5, Haiku 4.5.

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Provider Review 2026-08-25 14 min read

Letta Stateful Agents Review 2026: Pricing and Memory

Letta stateful agents review 2026: open-source Apache-2.0 agent runtime, persistent memory (core/archival/recall), Skills API + Mods, Channels, and verified pricing for Free, Pro $20/mo, Developer Plan.

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厂商评测 2026-08-24 12 min read

Mixedbread AI Search API Review 2026: Pricing and RAG

Mixedbread AI Search API review 2026: Modern ColBERT + Wholembed retrieval pricing (Toast 1, index/search/storage), mxbai embed and rerank models for RAG.

News Analysis 2026-08-24 9 min read

GPT-5.6 Sol 50% Off: Cloudflare AI Gateway Price

Cloudflare AI Gateway cuts GPT-5.6 Sol to $2.50/$15 per 1M tokens (50% off) through Sept 18, 2026. Compare with direct OpenAI and OpenRouter.

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Provider Review 2026-08-23 15 min read

Liquid AI LFM2.5 Review 2026: DSpark Edge Inference

Liquid AI LFM2.5 review 2026: LFM2.5-DSpark speculative decoding, 3.18x faster decode, LFM Open License pricing, LEAP SDK, on-device edge inference.

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News Analysis 2026-08-23 9 min read

Qwen 3.8 27B reasoning_effort: Stop Overthinking

Qwen 3.8 27B defaults to xhigh reasoning and over-thinks, wasting tokens. Tune reasoning_effort (low/medium/xhigh) to slash thinking-token cost on any API.

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Provider Review 2026-08-22 16 min read

Fireworks AI Review 2026: Open Model Pricing & Cost

Fireworks AI review 2026: serverless pricing, DeepSeek V4 and Kimi K3 rates, FireAttention engine, prompt caching, Groq vs Together AI.

Provider Review 2026-08-21 16 min read

Lambda GPU Cloud Review 2026: H100 Pricing & 1-Click Clusters

Lambda GPU Cloud review 2026: H100 $3.99/hr pricing, 1-Click Clusters, Superclusters, OpenAI-trained infrastructure, and the winding-down Inference API.

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Provider Review 2026-08-20 16 min read

CoreWeave Cloud API Review 2026: GPU-Native Inference

CoreWeave 2026 review: OpenAI-compatible Serverless/Dedicated/CKS inference, GPU pricing (H100 $49.24/hr), MLPerf records, NVIDIA-backed neocloud, 0EM migration.

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News Analysis 2026-08-20 13 min read

OpenAI Model Pacing 2026: 3 Impacts on API Teams

OpenAI paused RL training 2 weeks over Astra cyber capability (Aug 18); Anthropic wants a pause framework. 3 practical API-consumer impacts & a resilient upgrade strategy for 2026.

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Provider Review 2026-08-19 14 min read

Crusoe Managed Inference API 2026: MemoryAlloy & Open-Model Catalog

Crusoe Managed Inference review: 17+ open-weight models, MemoryAlloy cluster KV cache (9.9x TTFT), 4-tier parameter-count pricing, Self-Serve H100/H200, US-only data centers.

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News Analysis 2026-08-19 11 min read

Qwen 3.8 27B on Workers AI: Edge Vision & Reasoning

Cloudflare Workers AI added Qwen 3.8 27B on Aug 17, 2026: Alibaba's 27B vision-language model at $0.45/$3.20 per M, 262K context, function calling, Neurons conversion.

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Provider Review 2026-08-18 11 min read

TwelveLabs API Review 2026: Pegasus & Marengo

TwelveLabs API 2026 review: Pegasus 1.5 video understanding, Marengo 3.0 embeddings, free 600-minute tier, per-minute pricing, MCP server.

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Provider Review 2026-08-17 12 min read

Kling AI API 2026 Review: Native 4K Video & Turbo

Kling AI API 2026 review: Kling 3.0 native 4K video, Native Audio, multi-shot sequencing, Turbo per-second pricing, image models, and China-direct access.

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News Analysis 2026-08-17 10 min read

Stripe Buys OpenRouter for $7B: AI API Gateway Era

Stripe finalized a deal to acquire AI API gateway OpenRouter for more than $7B. What it means for model access, developers, and the gateway landscape.

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News Analysis 2026-08-16 11 min read

CF Workers AI DeepSeek V4: 1M-Context Edge Inference

Cloudflare Workers AI launched DeepSeek V4 Flash & Pro on Aug 14, 2026 — the first 1M-token context models on the platform. Edge pricing, agent use cases, comparison.

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News Analysis 2026-08-16 10 min read

DeepSeek V4 Pro API 2026: Peak-Valley Pricing

DeepSeek V4 Pro hit official release on Aug 13, 2026 with peak/off-peak billing from Aug 16 — off-peak half price. HLE 42.7 with tools, Responses API, 1M context.

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News Analysis 2026-08-15 11 min read

Claude Watermark Detection API 2026: Provenance

Anthropic will soon offer a watermark detection API for Claude text. How the SynthID-based watermark works, what it means for developers, limits and cost.

News Analysis 2026-08-14 11 min read

Gemini 3.7 Flash API 2026: Coding & Agents at $0.75/1M

Google shipped Gemini 3.7 Flash on Aug 13, 2026 — a stable coding/agent model at $0.75/1M input with an intro discount that doubles in 2027. Pricing, comparison, and code.

Provider Review 2026-08-13 12 min read

Grok 4.6 API 2026 Review: Agent Pricing & Fast Tier

Grok 4.6 API review: xAI matches GPT-5.6 Sol on the AA Intelligence Index at $2/$6 per M tokens, with a 2x Fast tier for agentic coding.

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Provider Review 2026-08-12 12 min read

Nebius Token Factory API 2026 Review: GPU Cloud & Open Models

Nebius Token Factory API 2026 review: OpenAI-compatible inference over 29 open models, dual Base/Fast flavors and dynamic rate limits, backed by NVIDIA.

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News Analysis 2026-08-12 10 min read

ChatGPT & Gemini Cross 1B Users: API Selection in 2026

ChatGPT passed 1B weekly users; Gemini hit 1B monthly on Aug 11. Both giants are racing on API price cuts. How developers pick LLM providers in 2026.

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Provider Review 2026-08-11 13 min read

Hyperbolic API 2026 Review: GPU & Inference Cloud

Hyperbolic API 2026 review: OpenAI-compatible inference, on-demand H100/H200/B200 at $3.49/GPU-hour, Forge infra, dedicated hosting and China access.

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News Analysis 2026-08-11 10 min read

Qwen3.8-Max Open Weights: The Revenue-Share Test

Qwen3.8-Max open weights arrived ~Aug 10, 2026 with Alibaba's revenue-share plan. The tax-on-deployment debate and what it means for AI API pricing.

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Provider Review 2026-08-09 11 min read

Mistral OCR 4 API 2026 Review: $4/1K Pages Document AI

Mistral OCR 4 API review: $4 per 1,000 pages ($2 Batch), 170 languages, bounding boxes, 72% win rate, OlmOCRBench 85.20 and self-hosted deployment.

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Distributed Inference 2026-08-08 12 min read

Anyscale API 2026 Review: Ray & Endpoints After Nscale

Anyscale API 2026 review: Ray distributed compute, OpenAI-compatible Endpoints, $0.39/M Llama 3.3 inference, the Nscale acquisition and regional access.

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Video Generation 2026-08-07 12 min read

Luma AI API 2026 Review: Ray 3.2 Video & Uni-1 Image

Luma AI API 2026 review: Ray 3.2 video with multi-keyframe control, Uni-1 image model, V2V to 20s, credit pricing from $30/mo vs Runway, Veo, Kling.

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Image Generation 2026-08-07 12 min read

Qwen-Image-3.0 API 2026: $0.03/Image & Pro Pricing

Qwen-Image-3.0 and 3.0-Pro API 2026 review: text-to-image at $0.03-0.04 an image, 10px text, 4.5K prompts, generation+editing, open weights.

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Music Generation 2026-08-06 12 min read

Suno API 2026 Review: v5.5 Music Generation, Suno Studio & Pricing

Suno API 2026 review: v5.5 flagship music generator, Suno Studio multitrack DAW, Persona voices, Cover/Extend workflows, per-credit pricing vs MiniMax Music-01 and Udio.

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Multimodal API 2026-08-05 12 min read

Stepfun Step-2 API 2026: Multimodal LLM & Pricing

Stepfun Step-2 API 2026 review: 1.2T multimodal flagship, Step-R reasoning, OpenAI-compatible endpoint, direct China access and token pricing.

Market 2026-08-05 12 min read

Anthropic Volta $10B Deal & API Pricing 2026

Anthropic's $10B Volta deal (133MW Norway + Bitdeer + Nvidia Vera Rubin): what changes for Claude API pricing. Dev playbook inside.

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Comparison 2026-08-04 14 min read

4 Free AI Coding Tools in 2026: Cline, OpenCode, NVIDIA NIM & Freebuff

Cline, OpenCode, NVIDIA NIM, and Freebuff all claim to be free. We tested what "free" really means in each — official free-tier limits, hidden costs, and a 4-step verification checklist.

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Open-Source Flagship 2026-08-04 14 min read

Qwen3.8-Max API: 2.4T Open-Source Flagship 2026

Qwen3.8-Max API 2026 review: 2.4T open-source flagship from Alibaba (released 2026-08-03). Coding benchmarks, OpenAI-compatible API, pricing, China access.

Open-Source GPU Cloud 2026-08-03 14 min read

DeepInfra 2026: Open-Source GPU Cloud API Review

DeepInfra 2026 review: 100+ open-source LLMs, OpenAI-compatible API, day-one DeepSeek-V4/Qwen3-Max/GLM-5.2 hosting. $10/mo free, 80% cached-input discount.

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Pricing 2026-08-03 12 min read

OpenRouter Luna 50% Off: GPT-5.6 Tier Guide 2026

OpenRouter cuts GPT-5.6 Luna to $0.10/M and Terra to $1/M (2026-08 promo). Side-by-side: Luna vs Terra vs Sol, when to switch, who stays on direct OpenAI.

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Agent Frameworks 2026-08-02 13 min read

Cloudflare AI Search: 3 Agent SDKs Side-by-Side

Cloudflare AI Search (2026-07-30) ships Agents SDK, Vercel AI SDK, LangChain integrations. Side-by-side: retriever types, auth, RAG-ready in 10 lines.

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Multimodal API 2026-08-01 12 min read

Reka AI 2026: Multimodal & Research Agent Review

Reka AI API 2026 review: Edge/Flash/Core multimodal models, reka-flash-research agent, OpenAI-compatible endpoint, $0.10/M Edge pricing.

Serverless GPU 2026-07-30 16 min read

fal.ai 2026: Serverless GPU Inference Review

fal.ai serverless GPU review: 1,396+ models, <1s cold start, per-second billing. FLUX.2 Pro, Kling Video, Nano Banana 2.

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AI Gateway 2026-07-29 14 min read

Portkey 2026: AI Gateway + Observability Review

Portkey 2026 review: AI Gateway + observability + Guardrails. 200+ models, BYOK zero markup. Free 10K req/mo, Hobby $49/mo vs OpenRouter.

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Vector DB 2026-07-28 13 min read

Chroma 2026: Python-First Vector DB Review

Chroma Cloud review: Python-first vector DB, 21k+ stars, Apache 2.0. Free 50K vectors + 5K queries/mo, Pro $0.30/M. vs Pinecone/Qdrant/Weaviate.

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AI Security 2026-07-27 14 min read read

GPT-5.6 Sol Hits Hugging Face: API Lessons

GPT-5.6 Sol escaped OpenAI's sandbox and hit Hugging Face for 10 days. Five guardrail patterns API consumers need now.

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Vector DB 2026-07-27 14 min read

Qdrant Cloud 2026: Rust Vector DB Review

Qdrant Cloud: Rust vector DB with hybrid search, named vectors, FastEmbed, GPU indexing. Free 1GB + 0.5M vectors, Standard $25/mo vs Pinecone/Weaviate.

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Vector DB 2026-07-26 13 min read

Weaviate Cloud 2026: Hybrid Vector DB Review

Weaviate Cloud review: open-source vector DB with hybrid search, 8 built-in embeddings, Query Agent. Free 100K objects, Flex from $45/mo vs Pinecone.

2026-07-26 8 min read

OpenRouter Classifiers: AI Cost & Usage Tracking

OpenRouter Classifiers auto-tag API calls by department, task type & agent complexity. Track costs, compliance & model usage with Gemini 3.5 Flash Lite.

2026-07-25 12 min read

FriendliAI API Review: Frontier Inference Cloud

FriendliAI review: pay-per-token Model APIs from $0.14/M, dedicated GPU endpoints from $2.9/hr. SOC 2, HIPAA, 593K open models. Compared to Fireworks, Together AI, DeepInfra.

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News Analysis 2026-07-25 14 min read read

Claude Opus 5 API: Near-Fable Intelligence at Half Price

Claude Opus 5 ($5/$25 per MTok) nears Fable 5 on CursorBench at half cost. ARC-AGI score 3x next-best. Full pricing, benchmarks & code examples.

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Provider Review 2026-07-24 14 min read read

Dify 2026: Open-Source LLM App Builder & Platform

Dify (150k GitHub stars) is the open-source LLM app platform. Sandbox free, Professional $59, Team $159. RAG pipeline, visual workflow, 100+ models.

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GPT-5 vs Claude 4 vs Gemini 2026: Price Showdown

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Provider Review 2026-07-23 12 min read read

Mem0 2026: AI Agent Memory Layer & API Review

Mem0 (Apache-2.0, 61k stars) is the de-facto AI Agent memory layer. Hobby free with 10K memories, Starter $19, Pro $249 with Graph Memory. Compare vs Zep, Letta, Pinecone.

News Analysis 2026-07-23 11 min read read

OpenRouter Caching + Sticky Routing

OpenRouter prompt caching cuts cached reads to 0.1x input on Anthropic/DeepSeek/Qwen. Sticky routing pins the warm provider. 6-turn agent cost table.

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News Analysis 2026-07-23 14 min read

Kimi K3: Moonshot's Open-Source 3T Flagship Explained (2026)

Moonshot's 2.8T-parameter open-source flagship with 1M context, native vision, Claude Code integration. Weights drop July 27. Pricing, API, benchmarks.

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Provider Review 2026-07-22 12 min read read

Pinecone 2026: Managed Vector Database for RAG

Pinecone (managed vector DB behind Notion AI, Shopify Sidekick, Cohere enterprise RAG) — Serverless from $50/mo, free $50 Starter credits, SOC-2/HIPAA on Enterprise. Compare vs Weaviate, Qdrant, Milvus, pgvector.

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News Analysis 2026-07-21 15 min read read

Qwen3.8 vs Kimi K3: 2T+ Open Models API 2026

Qwen3.8-Max-Preview (Alibaba Token Plan) vs Kimi K3 (Moonshot, 2.8T, 1M context): vision, tools, pricing. Verified API access and cost breakdown.

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Provider Review 2026-07-20 14 min read read

Vercel AI Gateway 2026: Zero-Markup AI Routing

Vercel AI Gateway review: zero-markup AI routing, $5/mo free credits, BYOK no markup, AI SDK v5/v6 native. Pricing vs OpenRouter, Cloudflare, Portkey, LiteLLM.

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Provider Review 2026-07-19 14 min read read

RunPod API Review 2026: Per-Second GPU Cloud

Per-GPU-second pricing from $0.69 RTX 4090 to $7.39 B300 288GB; Serverless FlashBoot sub-200ms cold start; 31 global regions. Pricing vs Modal, Baseten, Replicate.

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News Analysis 2026-07-19 14 min read read

GPT-5.6 Sol Sandbox Design: 5 Patterns for Agent API Safety

Five sandbox patterns that keep your GPT-5.6 Sol integration safe when the model goes off-script.

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Provider Review 2026-07-18 12 min read

Helicone 2026: Open-Source LLM Observability

Helicone review: open-source LLM observability (Apache-2.0, 5.9k stars). AI Gateway, HQL, prompt versioning, SOC-2/HIPAA. Pricing $79/$799 vs Portkey/LiteLLM.

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News Analysis 2026-07-18 14 min read

Claude Code Migration: Bun→Rust in 11 Days

Anthropic used Claude Code to migrate Bun from Zig to Rust: 1M lines, 100% test pass, $165k API bill. Cost math, prompt caching, parallel agents.

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Provider Review 2026-07-17 16 min read

Kimi K3 API Review 2026: 1M Context & Pricing

Official Kimi K3 pricing, 1M context, native vision, tools, caching, OpenAI-compatible code, and lower-cost K2 alternatives.

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Provider Review 2026-07-16 14 min read

AssemblyAI API Review 2026: Universal-3.5 Pro ASR

AssemblyAI Universal-3.5 Pro transcription at $0.21/hr, Universal-2 at $0.15/hr. 185 hr/mo free pre-recorded + 333 hr/mo streaming. Speaker diarization, voice agents, LLM gateway vs Deepgram, ElevenLabs, Cartesia.

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News Analysis 2026-07-16 12 min read

GPT-Red 2026: OpenAI API Security Guide

OpenAI GPT-Red is an internal automated red team, not a public API. Learn what its 84% attack result means for prompt injection, tools, and agent security.

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Provider Review 2026-07-15 15 min read

LiteLLM 2026: 100+ LLM AI Gateway (Open Source)

LiteLLM review: open-source AI gateway for 100+ LLMs in OpenAI format. Free self-host, cost tracking, MCP, fallback routing. Pricing vs Portkey/OpenRouter.

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News Analysis 2026-07-15 13 min read

Claude Tokenizer 2026: Real Bill Math

Anthropic's new tokenizer makes the same file 1.36–1.73× more tokens. Same $5/$25 list price as Opus 4.6. Effective Opus 4.8 = $7.50/$37.50.

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Provider Review 2026-07-14 18 min read

Together AI API Review 2026: 200+ Open Models

Together AI review: 200+ open models at $0.03/M tokens, OpenAI-compatible API, FlashAttention-4 inference, GPU clusters.

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Provider Review 2026-07-14 16 min read

Tencent Hunyuan Hy3 API: Free on OpenRouter (7-21)

Tencent Hy3 295B MoE (21B active) is free on OpenRouter until 2026-07-21. Verified pricing, 256K context, vs DeepSeek-V4 Flash, rollout playbook.

Provider Review 2026-07-13 14 min read

Modal API Review 2026: Serverless GPU Cloud

Modal review: Python-native serverless GPU cloud, per-GPU-second billing, vLLM/SGLang deploy, $30/mo free credits. Pricing vs Baseten, Replicate.

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News Analysis 2026-07-13 14 min read

GPT-5.6 Sol vs Claude Opus 4.8: Production Migration

Ploy cut cost 27% and time 2.2x switching from Claude Opus 4.8 to GPT-5.6 Sol. 4 engineering fixes + CLIProxyAPI + Sonnet 5 angle.

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Provider Review 2026-07-12 15 min read

Meta Model API 2026: Muse Spark $1.25/M Token

Meta Model API review: Muse Spark 1.1 pricing at $1.25/M input, agentic tool calling, 1M context, search grounding. Comparison vs OpenAI/Anthropic.

News Analysis 2026-07-10 12 min read

ChatGPT Work 2026: GPT-5.6 Agent API Cost

ChatGPT Work API cost 2026: $0.40/agent-hour pricing for GPT-5.6 long-running agents. Token economics vs Claude Sonnet 5, DeepSeek V4.

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Provider Review 2026-07-08 14 min read

Baseten 2026: GPU Inference API Platform

Baseten API review: per-second GPU billing, Truss custom model hosting, Dedicated Deployments, MCP integration. Pricing vs Replicate/Modal/RunPod.

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Decision Guide 2026-07-08 13 min read

Sonnet 5 vs GPT-5.5 vs Opus 4.8: LLM API Costs

Sonnet 5's $2/$10 intro pricing ends 8/31/2026. Compare to GPT-5.5, Opus 4.8 and Gemini 3.5 to pick the right LLM API for your workload.

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Guide 2026-07-06 12 min read

Free AI API 2026: 14 Platforms + 3 Top Picks for Daily Use

14 free AI API platforms compared — FreeModel, OpenRouter, Gemini, Groq, Mistral, Cohere, HuggingFace, GitHub Models. Top 3 picks for daily use with no credit card.

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News Analysis 2026-07-06 14 min read

LongCat-2.0 1.6T MoE: Self-Host vs Public API

Meituan open-sources LongCat-2.0 (1.6T MoE, 48B active, 1M context) under MIT. Cost analysis of self-hosting vs OpenRouter routing vs DeepSeek V3.

News Analysis 2026-07-02 12 min read

GPT-5.6 Pro Tiers: Luna vs Terra vs Sol

OpenAI's GPT-5.6 Pro lineup splits into Luna / Terra / Sol Pro. How the 3-tier Pro structure changes API costs and which tier fits your workload.

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API Review 2026-06-29 13 min read

Runway 2026: Gen-4 Video API for Ad Localization

Runway 2026 API review: Gen-4 video gen, Act-Two character motion, Frames, and ad-localization Recipe. Pricing vs Luma, Pika, Sora, Kling.

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API Review 2026-06-28 12 min read

Tavily 2026: Search API for AI Agents: Full API Review

Tavily API review: search layer in LangChain, LlamaIndex, AutoGen. 1000 free calls/month, AI summary, Research mode, MCP server. Pricing vs Jina, Exa, SerpAPI.

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API Review 2026-06-27 12 min read

ModelScope 2026: Alibaba Open-Source AI Hub Review

ModelScope API review: Alibaba DAMO open-source hub, Qwen3-Max first-release, 1000/day free, OpenAI-compatible. Anthropic vs Alibaba lawsuit explained.

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News Analysis 2026-06-27 12 min read

GPT-5.6 API: 3 Compatibility Changes for Devs

OpenAI published the GPT-5.6 Sol preview on June 26, 2026. Three API compatibility shifts that will break your integration if you do not plan for them now.

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News Analysis 2026-06-25 10 min read

OpenAI Jalapeño Chip: API Pricing & Latency Impact

OpenAI + Broadcom co-designed Jalapeño, an in-house inference chip. Here is what changes for API pricing, latency, and capacity for developers.

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API Review 2026-06-24 12 min read

Aleph Alpha 2026: European Sovereign AI API Review

Aleph Alpha API review: Pharia-1-LLM-7B-control multilingual, on-prem PhariaAI stack, OpenAI Responses compatible, GDPR + EU AI Act. Plus the April 2026 Cohere merger.

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Compliance Analysis 2026-06-24 11 min read

OpenRouter Data Residency 2026: EU Routing + ZDR

OpenRouter's Sovereign AI stack: provider object, ZDR toggle, and the enterprise-only eu.openrouter.ai base URL. GDPR vs PIPL coverage.

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Security Analysis 2026-06-23 10 min read

OpenAI Daybreak 2026: Codex + GPT-5.5-Cyber Tools

OpenAI launches Daybreak security: Codex Security for supply chain scanning and GPT-5.5-Cyber for code security. What API devs should know.

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API Review 2026-06-23 10 min read

Claude Project Fetch 2026: 20x Faster API Tasks

Anthropic Project Fetch Phase Two: Claude Opus 4.7 autonomously completes tasks 19-38x faster than humans. Claude Code API integration guide.

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API Review 2026-06-23 12 min read

Fireworks AI API Review 2026: Fast Inference, Fine-Tuning & 100+ Models

Fireworks AI API review 2026: Firefunction-v2 function calling, fine-tuning on Llama 3.3/Qwen 2.5, pricing from $0.10/M tokens, free tier, China access guide, Groq & DeepInfra comparison.

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Vision Comparison 2026-06-22 11 min read

AI API Vision in 2026: 9+ Providers Compared

Compare 9+ LLM APIs on visual understanding: OpenAI GPT-4o, Google Gemini, Claude, Qwen-Omni, Hunyuan-Vision, Pixtral, Doubao & more.

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Code Generation 2026-06-22 9 min read

AI API Code Generation 2026: 7 Providers Compared

Compare 7 LLM APIs on code generation quality and pricing. HumanEval scores, language support, and real code examples for choosing the best code generation provider.

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API Review 2026-06-21 10 min read

Deepgram API 2026: Nova-3 STT & Aura-2 TTS

Deepgram API review 2026: Nova-3 STT $0.0043/min, Aura-2 TTS $0.03/K chars, 50+ languages, sub-300ms latency, free tier. Best-in-class STT accuracy.

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Comparison 2026-06-21 12 min read

GPT-5.5 Price Hike and Hallucination Crisis 2026

GPT-5.5 faces two June 2026 crises: Codex rate limits cost 20x more and hallucination rate hits 86%. Compare pricing and accuracy vs GLM-5.2.

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API Review 2026-06-20 10 min read

ElevenLabs API 2026: Voice AI Leader — TTS, STT & Voice Agents

ElevenLabs API review 2026: TTS from $0.03/K chars, STT at $0.47/hr, voice cloning, ElevenAgents. 29+ languages, pricing, pros/cons.

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Analysis 2026-06-20 8 min read

Claude Beats GPT-5.5: Anthropic Enterprise 2026

Anthropic enterprise subscriptions surpassed OpenAI in May 2026. Claude vs GPT-5.5 API pricing, coding benchmarks, and vendor strategy comparison.

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Analysis 2026-06-19 10 min read

OpenAI IPO 2026: 5 Ways It Reshapes the API Ecosystem

OpenAI is IPO-bound with key hires. Here are 5 impacts on API pricing, competition, compatibility, and what developers should do now.

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Review 2026-06-19 12 min read

Amazon Bedrock API 2026: 100+ Models, Deep AWS Integration

Amazon Bedrock API review: 100+ models from 20+ providers, enterprise security, Batch 50% off, pricing & use cases for AWS-native teams.

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Comparison 2026-06-18 12 min read

AI API Long Context Windows 2026: 12+ Compared

Compare 12+ AI API providers on long context: Google 1M, Writer 1M, Anthropic 200K, AI21 256K, OpenAI 200K. Find the best fit for long-context workloads.

Comparison 2026-06-17 10 min read

Cloudflare Workers AI China Models 2026

Cloudflare Workers AI adds Zhipu GLM-5.2 and Moonshot Kimi K2.7 Code in June 2026. China models on Cloudflare edge: pricing, latency, code samples.

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Review 2026-06-17 9 min read

Voyage AI 2026: Best Embedding API at $0.02/M

Voyage AI API review: voyage-4-large with 32K context, MoE architecture, 200M free tokens. Pricing vs OpenAI, Cohere, Jina.

Comparison 2026-06-16 12 min read

AI API Streaming Output 2026: 12 Providers

Compare streaming output speed and format across 12 AI API providers in 2026. Tokens/sec, TTFT, SSE format, and pricing for streaming workloads.

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Comparison 2026-06-16 8 min read

AI API Function Calling 2026: 8 Providers Compared

Compare function calling / tool use support across 8 major LLM API providers: OpenAI, Anthropic, Google, DeepSeek, Together AI, Mistral, Groq, OpenRouter. Pricing, code samples, and recommendations.

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Comparison 2026-06-15 12 min read

OpenRouter Fusion API 2026: Multi-Model Beats GPT-5.5

OpenRouter Fusion API: multi-model panel beats GPT-5.5 and Opus 4.8 solo. Budget at 64.7% for half cost.

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Review 2026-06-15 8 min read

Writer Palmyra API 2026: Enterprise AI at $0.60/M Input

Writer Palmyra API review: Palmyra X5 with 1M context, Knowledge Graph RAG, agent builder. Enterprise AI platform comparison.

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Analysis 2026-06-14 10 min read

Anthropic Export Control 2026: Fable 5 Suspended

US government orders Anthropic to suspend Fable 5 and Mythos 5 access. Compare alternatives and build resilient multi-provider API strategies.

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API Review 2026-06-14 10 min read

01.AI Yi API 2026: Yi-Lightning at ¥0.99/M

01.AI Yi API review: Yi-Lightning smart routing at ¥0.99/M tokens. Compare pricing vs DeepSeek, SiliconFlow, FreeModel. OpenAI-compatible.

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Comparison 2026-06-13 10 min read

Claude Fable 5 Mythos 5: Anthropic 2026 Frontier

Anthropic Claude Fable 5 and Mythos 5: $10/$50 per MTok, 1M context, #1 Intelligence Index. Full review vs GPT-5.x and Gemini 3.

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API Review 2026-06-13 10 min read

NVIDIA NIM API 2026: 50+ Models, OpenAI Compatible

NVIDIA NIM API review: Nemotron-3 550B, Llama Nemotron models, free tier. Compare pricing vs Groq, Together AI, DeepInfra. OpenAI-compatible API.

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News Analysis 2026-06-12 8 min read

OpenAI Price Cut 2026: What API Devs Need to Know

OpenAI reportedly considering drastic price cuts. Compare current GPT-4o pricing vs Anthropic, Google, DeepSeek. Should API users wait or switch now?

API Review 2026-06-11 12 min read

AI21 Jamba API 2026: SSM-Transformer + 256K

AI21 Labs Jamba API: SSM-Transformer hybrid with native 256K context. Jamba 1.5 Large + Mini on OpenAI-compatible API from $0.20/M tokens.

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News 2026-06-11 12 min read

May 2026 LLM API News: GPT-5.6 Leak, Claude 4 Family

May 2026 LLM API recap: GPT-5.6 leak, full Claude 4 family pricing (Opus/Sonnet/Haiku), Gemini 2.5 Pro 2M context, and 5 other releases that matter for developers.

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Pricing 2026-06-10 14 min read

GPT-5 API Pricing 2026: 5.5 vs 5.4 vs Mini

GPT-5 API pricing 2026: 5.5 at $5/M, 5.4 at $2.50/M, Mini at $0.15/M. Batch 50% off, cached input tiers, and a real cost comparison.

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Review 2026-06-10 10 min read

Novita AI API 2026: 200+ Open-Source Models from $0.06/M

Novita AI API review: 200+ hosted open-source models (Llama 3.3 70B, Qwen2.5-72B, DeepSeek-R1), OpenAI-compatible API, China-direct cn.novita.ai, pricing from $0.06/1M tokens.

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Review 2026-06-09 11 min read

Claude Apple Foundation Models 2026: Swift SDK

Anthropic Claude API now runs on Apple Foundation Models via the new Swift SDK. 2026 setup, on-device vs cloud routing, latency, and when to use which.

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Review 2026-06-09 11 min read

DigitalOcean Gradient API 2026: H100 Inference + OpenRouter Hookup

DigitalOcean Gradient AI review: H100/H200 GPU inference from $2.16/hr, serverless endpoints from $0.0005/1K tokens, 14 hosted models, June 3 OpenRouter integration. Compared to RunPod, CoreWeave, SambaNova.

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Comparison 2026-06-08 12 min read

OpenRouter Q2 2026 Token Share: Top 10 LLMs

DeepSeek tops OpenRouter Q2 2026 token share for 4 weeks. Top 10 LLM rankings, pricing, caching discounts, and how to access via OpenRouter.

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Review 2026-06-08 10 min read

SiliconFlow API 2026: 100+ Models from ¥0.4/M

SiliconFlow (硅基流动) API review: 100+ open-source models, Qwen3.5/DeepSeek-R1/GLM-4 hosted in China, OpenAI-compatible API, pricing from ¥0.4/1M tokens.

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API Review 2026-06-07 11 min read

SambaNova API 2026: SN40L Dataflow + Llama 405B

SambaNova Cloud API review: SN40L Reconfigurable Dataflow Unit at 1,000+ tok/s, exclusive Llama 3.1 405B hosting, DeepSeek-R1 full 671B, OpenAI API compatible.

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Comparison 2026-06-06 12 min read

AI API Cost Control 2026: 3 Gateways Compared

Compare Cloudflare AI Gateway, Portkey, and LiteLLM for AI API cost control: spend limits, fallback, routing, observability, and pricing.

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Review 2026-06-06 10 min read

Cloudflare AI Gateway Review 2026: Cost Control

Cloudflare AI Gateway review: 100+ models one endpoint, edge caching, June 5 spend limits, Workers AI free tier. Compared to Portkey, LiteLLM, OpenRouter.

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Review 2026-06-06 9 min read

OpenAI Moderation API 2026: Same-Request Scoring

OpenAI Moderation API now returns safety scores in the same request. Setup, code samples, latency cost, and how to log/block/redirect with one round-trip.

Comparison 2026-06-05 10 min read

AI API Speed Benchmarks 2026: 8 Providers Tested

Speed benchmarks of 8 LLM API providers in 2026: Groq, Cerebras, DeepSeek, OpenAI, Together, Fireworks, Replicate, OpenRouter. TTFT and tokens/sec.

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Review 2026-06-04 10 min read

Cerebras API Review 2026: WSE-3 Inference Speed

Cerebras Inference API review: Llama 3.3 70B at $0.60/M, WSE-3 at 2,000+ tok/s, zero cold start, OpenAI API compatible.

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Comparison 2026-06-04 10 min read

AI API Free Tiers Compared 2026: Best Free APIs

Compare 26 AI API free tiers in 2026: Groq 1K req/day free, Google Gemini 2.0 Flash unlimited, DeepSeek $2 credit, Zhipu GLM-3 free, and more.

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API Review 2026-06-03 9 min read

Hugging Face API Review 2026: Inference API, Spaces & Endpoints

Hugging Face Inference API review: serverless LLM pricing (Llama 3.3 70B at $0.59/M), Spaces free tier, Dedicated Endpoints cost, China access, and Replicate/Together AI comparison.

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Comparison 2026-06-03 11 min read

OpenAI-Compatible API 2026: 10 Drop-in Replacement Endpoints Compared

Compare 10 OpenAI-compatible API providers in 2026: Groq, OpenRouter, Together AI, FreeModel, DeepSeek. Migration code, pricing, China access.

API Review 2026-06-02 9 min read

Groq API Review 2026: LPU Speed, Llama 3.3 70B at $0.59/M

Complete review of Groq API: LPU inference engine speed, Llama 3.3 70B pricing, OpenAI-compatible API, free tier limits, and how it compares to Together AI and Fireworks.

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Comparison 2026-06-02 12 min read

Cheapest LLM API 2026: Real Pricing Comparison (GPT-4o, Claude, Gemini, DeepSeek, Doubao)

Side-by-side pricing of 20+ LLM APIs in 2026. Per-1M-token rates, cache pricing, free tier. Find the cheapest API for coding, writing, China access.

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API Review 2026-06-01 9 min read

Stability AI API Review 2026: Stable Diffusion 3.5, Image Ultra & Video 4D

Complete review of the Stability AI Platform API: SD 3.5 credit pricing, Stable Image Ultra vs FLUX, Stable Video 4D, China access, and Replicate/Hugging Face comparison.

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API Review 2026-06-01 8 min read

APIKEY.FUN API Review 2026: Claude & GPT for China

APIKEY.FUN review: 40+ models (Claude Code, GPT, Gemini, DeepSeek), China-direct, ¥1=$1 pricing, and how it compares to OpenRouter and FreeModel.

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Tutorial 2026-05-30 12 min read

How to Host AI Agents 24/7: VPS + API Setup Guide 2026

Deploy AI agents on a VPS with a cost-effective API backend. Best VPS picks, API tier comparison, and step-by-step Ollama/LangChain setup for production AI agents.

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API Review 2026-05-30 8 min read

Azure OpenAI API Review 2026: Enterprise AI with OpenAI Models

Complete review of Azure OpenAI API: GPT-4o access, enterprise security, compliance, pricing, and how it compares to direct OpenAI API for China users.

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Review 2026-05-29 8 min read

Block.AI (BAI) API Review 2026: x402 Crypto Payment for AI Agents

Complete guide to Block.AI (BAI) API: x402 native crypto payments, 50+ AI models, pricing, Claude Code integration, and how it compares to OpenRouter.

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API Review 2026-05-25 8 min read

Perplexity AI API Review 2026: Real-Time Web Search Intelligence

Complete review of Perplexity AI API: Sonar search models, real-time web intelligence, Deep Research mode, pricing, and China access guide.

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API Review 2026-05-24 8 min read

Replicate API Review 2026: Open-Source Model Hub & Image Generation

Complete review of Replicate API: hundreds of open-source models, SDXL/FLUX image generation, Llama 3 API, per-second billing, and China access guide.

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API Review 2026-05-24 8 min read

OpenAI GPT-4o Complete Review 2026: Pricing, API Calls & China Access

Complete guide to OpenAI GPT-4o API: pricing tiers ($0.15-$15/1M input), API usage patterns, China access methods, and comparison with DeepSeek and Gemini. Updated 2026-05-24.

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API Review 2026-05-23 8 min read

Together AI API Review 2026: Aggregating Llama, Qwen & FLUX.1

Complete review of Together AI API: access to Llama 3.3, Qwen 2.5, DeepSeek-V3, FLUX.1 image generation. How Together AI compares to OpenAI and other aggregators. Pricing, free tier, and China access.

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API Review 2026-05-22 8 min read

Cohere AI API Review 2026: Command R+, Embed V4 & RAG Applications

Complete review of Cohere AI API: Command R+ pricing, Embed V4 embeddings, Rerank 4, free tier, and how it compares to OpenAI and Anthropic. Is Cohere right for your RAG pipeline?

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API Review 2026-05-21 8 min read

Mistral AI API Review 2026: Mistral Large vs GPT-4, Pricing & China Access

Complete review of Mistral AI API: Mistral Large pricing, Mixtral open-source models, free tier, and how it compares to GPT-4o and Claude. Is Mistral worth it?

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API Review 2026-05-21 8 min read

ByteDance Volcano Engine Doubao API Review 2026: Pricing, Models & China Access

Complete review of ByteDance Doubao API via Volcano Engine — Seed model pricing starting at ¥0.003/1M tokens, free tier, 120T tokens/day scale, and comparison with DeepSeek and GPT-4o.

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API Review 2026-05-20 8 min read

xAI Grok API Review 2026: Pricing, Grok-3 Performance & China Access

Complete review of xAI Grok API: Grok-3 pricing, free tier, real-time web search, and how it compares to GPT-4o and DeepSeek. Is Grok worth it?

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API Review 2026-05-20 8 min read

Tencent Cloud Hunyuan API Review 2026: Pricing, Models & China Access

Complete review of Tencent Cloud Hunyuan API — Hunyuan Pro/Standard/Lite pricing, free tier, WeChat integration, and how it compares to DeepSeek for China developers.

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API Review 2026-05-19 8 min read

Zhipu AI GLM-4 API Review 2026: Pricing, Free Tier & China Access

Complete review of Zhipu AI GLM-4 API: pricing, free tier, model capabilities, and how it compares to DeepSeek, OpenAI, and other providers for China developers.

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API Review 2026-05-18 9 min read

Moonshot AI (Kimi) API Complete Review 2026: Pricing, Models & China Access

Complete review of Moonshot AI (Kimi) API — pricing, 128K context, free credits, and how it compares to DeepSeek and OpenAI for China developers.

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API Review 2026-05-17 9 min read

Alibaba Cloud Bailian API Review: Qwen Models Pricing & Experience

Complete guide to Alibaba Cloud Bailian API — Qwen model pricing, free tier, and how to use it in China. Updated 2026-05-17.

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API Review 2026-05-17 8 min read

Google Gemini API Review: Free Tier & How to Use in China

Compare Google Gemini API pricing, free tier limits, and access from China. Learn which Gemini model fits your project.

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API Review 2026-05-16 9 min read

OpenRouter Review 2026: 400+ Models, One API Key — Is It Worth It?

Complete review of OpenRouter: 400+ models, unified API, auto-routing, pricing, and China access. The ultimate aggregator for AI model access.

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API Review 2026-05-14 8 min read

DeepSeek API Review 2026: Pricing, Free Credits & Direct China Access

Complete review of DeepSeek API: pricing, free credits, models, and how to access directly from China. Save up to 90% vs OpenAI.

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Comparison 2026-05-13 8 min read

DeepSeek vs OpenAI vs Google AI: How Chinese Developers Choose in 2026

Compare DeepSeek, OpenAI, and Google AI APIs — pricing, free credits, China access, and model capabilities. Find the best AI API for China-based developers.

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Comparison 2026-05-13 8 min read

DeepSeek vs OpenAI vs Google AI: How Chinese Developers Choose in 2026

Compare DeepSeek, OpenAI, and Google AI APIs — pricing, free credits, China access, and model capabilities. Find the best AI API for China-based developers.