Products for long-context reading, search, documents, academic discovery, OCR, reports and knowledge-heavy assistant workflows.
Quick answers
Decision standard
Prioritize products with search, document, long-context, OCR, research, academic or knowledge-assistant positioning.
Kuaishou
Kling has an English-facing site and a broader creative and API platform beyond text-to-video generation.
Best fit · Creators, studios and growth teams that want a globally accessible Chinese creative studio for video, image, sound, effects and API-backed generation.
Coverage · 100/100
Alibaba Cloud
FashionChameleon belongs in AI Video because it is specifically about real-time human-garment video customization, with clear relevance to e-commerce content creation and virtual try-on research.
Best fit · Researchers and e-commerce video teams tracking real-time virtual try-on, garment switching and human-centric video customization methods from Chinese labs.
Coverage · 100/100
DeepSeek
The English docs now make DeepSeek's current API shape explicit: V4-Pro/V4-Flash, dual OpenAI/Anthropic compatibility, thinking mode, tool calls, caching and agent-tool integrations.
Best fit · Developers evaluating Chinese model APIs for coding agents, reasoning, tool use and OpenAI/Anthropic-compatible migration.
Coverage · 100/100
DeepSeek
V4 is the current API line, with separate migration and pricing implications from the broader DeepSeek brand.
Best fit · Developers migrating DeepSeek integrations to current V4 model names and long-context reasoning workflows.
Coverage · 100/100
DeepSeek
DeepSeek's English docs cover agent-tool integration as a documented path.
Best fit · Developers who want DeepSeek as a backend for coding assistants and terminal agents.
Coverage · 100/100
OpenBMB
OpenBMB belongs in LLM & API as a Chinese open-source foundation-model ecosystem, with MiniCPM and MiniCPM-V as the main product signals tracked here.
Best fit · Researchers and engineering teams evaluating Chinese open-source models for edge inference, multimodal understanding, RAG and agent experiments.
Coverage · 100/100
Qoder
Qoder is a distinct AI coding product, so it fits better in a dedicated AI Coding category than in generic LLM/API or productivity buckets.
Best fit · Developers and engineering teams evaluating Chinese AI coding IDEs, Quest-style agent workflows and repository-aware coding assistants.
Coverage · 100/100
Alibaba Cloud
Qwen Cloud makes Qwen available for global evaluation through an English marketplace, docs, pricing and compatible API paths.
Best fit · Developers evaluating Qwen3.6, Qwen Cloud APIs, coding agents and multimodal Chinese model coverage from an English international platform.
Coverage · 100/100
Alibaba Cloud
Qwen Cloud includes retrieval infrastructure models, so Qwen coverage should include more than chat and generation.
Best fit · Teams building RAG, semantic search or ranking pipelines around Chinese and multilingual content.
Coverage · 96/100 · backfill: sources
Alibaba Cloud
Model Studio is the platform layer for Qwen access and should be tracked separately from individual models or subscription plans.
Best fit · Developers comparing Qwen hosting, OpenAI-compatible migration and region-specific deployment options on Alibaba Cloud.
Coverage · 100/100
SenseTime
SenseNova belongs in the model-platform layer because the official site combines model highlights, token-plan access and office-work positioning.
Best fit · Teams comparing a Chinese multimodal model platform with an office-work and agent-workflow focus.
Coverage · 100/100
Moonshot AI
Kimi has shifted from a long-context assistant profile into a broader AI workspace and agent ecosystem, so the site should track both user-facing features and the Kimi API platform.
Best fit · Users and teams evaluating a Chinese AI assistant for long documents, deep research, presentations, sites, spreadsheets and agentic work.
Coverage · 100/100
Moonshot AI
Kimi's developer path is now separated through K2.6 and the English API platform, so it should be distinct from the consumer assistant.
Best fit · Developers evaluating Chinese long-context, coding and agentic models through an international API.
Coverage · 100/100
Moonshot AI
Kimi Code is tracked here as a separate AI Coding product rather than a navigation link or generic assistant feature.
Best fit · Developers comparing Chinese AI coding agents that can operate in terminals, IDEs and CLI-based software engineering workflows.
Coverage · 100/100
Moonshot AI
Kimi Claw changes the product from chat to action, so it needs a separate risk and use-case profile.
Best fit · Teams researching Kimi's agentic execution and browser/workflow automation capabilities.
Coverage · 100/100
Moonshot AI
Kimi WebBridge is a distinct local-browser bridge in the Kimi agent ecosystem, so it deserves its own evaluation profile separate from Kimi chat, Kimi Code and Kimi Claw.
Best fit · Teams evaluating local browser automation for AI agents that need existing login sessions without moving page content to a cloud browser.
Coverage · 100/100
Moonshot AI
Kimi's visible product surface now includes concrete artifact workflows, which changes how overseas users should evaluate it.
Best fit · Users evaluating Kimi as an office-style AI workspace rather than only a chat assistant.
Coverage · 96/100 · backfill: sources
Zhipu AI
Z.ai now has an English product surface, while BigModel remains the API evidence base for the full GLM product line.
Best fit · Developers comparing Chinese multimodal model APIs, agent services and OpenAI-compatible migration paths.
Coverage · 100/100
Zhipu AI
It is the English-facing Z.ai consumer entry listed on the official site.
Best fit · Users who want to try GLM through an English web assistant before using APIs.
Coverage · 96/100 · backfill: sources
Zhipu AI
AutoGLM is a distinct Z.ai agent line and should not be hidden inside the generic GLM API entry.
Best fit · Teams researching China-origin autonomous agents and app-operation workflows.
Coverage · 96/100 · backfill: sources
Zhipu AI
Zread.ai is a distinct developer-product entry on the English site, separate from GLM API and ChatGLM.
Best fit · Developers evaluating Z.ai for repository understanding and code discovery.
Coverage · 96/100 · backfill: sources
Zhipu AI
AMiner is an official product-family entry and helps distinguish research discovery from GLM assistant/API products.
Best fit · Users who need academic search and researcher discovery in the Z.ai ecosystem.
Coverage · 92/100 · backfill: sources, access signals
Ant Group
Ant Ling now has enough English-facing product, docs, pricing and integration evidence to be tracked alongside Qwen, DeepSeek, Kimi and GLM.
Best fit · Developers evaluating Chinese model APIs for long context, coding agents, reasoning models and OpenAI/Anthropic-compatible migration.
Coverage · 100/100
Ant Group
Ring has a coding-agent and tool-use profile that fits AI Coding better than the generic Ant Ling entry.
Best fit · Teams comparing Chinese reasoning and coding-agent models for tool orchestration, repository work and long-horizon autonomous execution.
Coverage · 100/100
MiniMax
The international docs show MiniMax as a full multimodal API platform rather than only a Hailuo video product.
Best fit · Developers who want one China-origin platform for coding models, speech, video, image, music and multimodal agent tooling.
Coverage · 100/100
MiniMax
MiniMax Audio deserves a separate profile because the official API docs cover a mature speech product line beyond general model chat.
Best fit · Teams evaluating Chinese speech synthesis, voice cloning and multilingual audio generation APIs.
Coverage · 100/100
Meituan LongCat
LongCat-AudioDiT belongs in AI Audio because it is a direct-text-to-speech and voice-cloning model with released code and weights, not a generic research paper.
Best fit · Researchers and speech teams evaluating open-source TTS, waveform-latent diffusion and zero-shot voice cloning.
Coverage · 100/100 · backfill: freshness
MiniMax
MiniMax Image API fills the image modality in MiniMax's international multimodal stack.
Best fit · Developers adding Chinese image generation to apps through a documented API.
Coverage · 98/100 · backfill: sources
Baidu AI Cloud
Baidu now has English model communications through the ERNIE Blog, while Qianfan remains the main platform when enterprise platform, agent orchestration and China-cloud deployment matter.
Best fit · Enterprises and developers already evaluating Baidu Cloud, China-local deployment, agent platforms or ERNIE multimodal models.
Coverage · 100/100
Baidu AI Cloud
ERNIE-Image is a distinct Baidu image-model signal from the ERNIE Blog and should be tracked separately from the general Qianfan model platform.
Best fit · Researchers and builders comparing Chinese open or semi-open text-to-image model families.
Coverage · 100/100 · backfill: pricing
Tencent Cloud
Hunyuan is strategically important because Tencent combines cloud APIs, global cloud billing, a broad open-source model organization and a newly global 3D creation engine.
Best fit · Developers and enterprises comparing Chinese model APIs, Tencent Cloud integration, 3D asset generation and open-source model deployment.
Coverage · 100/100
Tencent Cloud
Hy3-preview is the English-documented Hunyuan open LLM profile.
Best fit · Teams evaluating open Chinese reasoning and agent models with long-context deployment requirements.
Coverage · 100/100
Tencent Cloud
The open-source organization helps show Hunyuan's model breadth beyond Tencent Cloud APIs.
Best fit · Developers surveying Tencent's open-source model assets across LLM, video, image, 3D and OCR.
Coverage · 100/100
ByteDance / Volcano Engine
ByteDance Seed is now a broad model portfolio rather than a single Doubao API entry, so it should be tracked as a foundation-model and model-platform family.
Best fit · Developers and teams comparing ByteDance's English-facing Seed model roadmap with commercial Doubao/Ark API access.
Coverage · 100/100
ByteDance / Volcano Engine
Seed GR-3 belongs in LLM & API because it is a model-family signal on the official Seed page, not a standalone application.
Best fit · Teams tracking Chinese robotics foundation models and long-horizon vision-language-action systems.
Coverage · 98/100 · backfill: sources
ByteDance / Volcano Engine
Seed GR-RL belongs in LLM & API because it is a robotics-model family entry on the Seed page rather than a consumer product.
Best fit · Teams evaluating robotics reinforcement-learning approaches inside ByteDance Seed's public model roadmap.
Coverage · 98/100 · backfill: sources
ByteDance / Volcano Engine
Seedream 5.0 Lite is a distinct ByteDance Seed image-generation model and should not be hidden under generic Doubao/Ark.
Best fit · Designers and developers comparing Chinese image models with reasoning, online search and image editing capabilities.
Coverage · 100/100
ByteDance / Volcano Engine
Seeduplex gives ByteDance Seed a distinct voice-interaction profile beyond text, image and video models.
Best fit · Teams tracking Chinese full-duplex speech models, realtime voice agents and multimodal interaction research.
Coverage · 100/100 · backfill: pricing
ByteDance / Volcano Engine
DeerFlow belongs in Productivity because it is a SuperAgent harness broader than an AI coding agent: its core promise is long-horizon research, creation and workflow execution through skills, sub-agents and sandboxes.
Best fit · Teams that want to self-host a Chinese-origin open-source agent harness for deep research, report generation, coding, file-based workflows and long-running multi-agent tasks.
Coverage · 100/100
Skywork AI
Skywork should be tracked as a workspace platform because the public surfaces are organized around task-specific agents and output formats, not one generic chat flow.
Best fit · Knowledge workers who want one cloud workspace for research, writing, slides, sheets, websites and short-form media output.
Coverage · 100/100 · backfill: access signals
Tencent Cloud
WorkBuddy belongs in Productivity because it is an office agent workspace rather than a general chat product or coding tool.
Best fit · Teams that want an office workspace agent for cross-app coordination, task execution and model routing.
Coverage · 100/100 · backfill: access signals
ByteDance / Volcano Engine
Dola expands the site beyond developer APIs by covering China-linked international consumer assistant distribution.
Best fit · Overseas consumer users who want a free Chinese-built AI assistant with low registration friction.
Coverage · 100/100
Huawei Cloud
Pangu's value is in vertical enterprise deployment, not frictionless global consumer access.
Best fit · Enterprises evaluating Chinese industry models, private deployment and Huawei Cloud/Ascend infrastructure.
Coverage · 98/100 · backfill: sources
iFlytek
Spark is strategically important for speech and vertical applications, while overseas consumer readiness remains limited.
Best fit · Teams evaluating Chinese speech AI, education, healthcare or voice-heavy assistant workflows.
Coverage · 98/100 · backfill: sources
StepFun
StepFun is important because it combines multimodal model depth, open-source releases and device commercialization, but overseas usability still needs hands-on checks.
Best fit · Teams evaluating Chinese multimodal models, open-source agent models, video/audio generation or device-side AI partnerships.
Coverage · 100/100
StepFun
Step 3.7 Flash is the current headline model on StepFun's platform homepage, so it deserves a dedicated profile instead of being buried inside the broader platform entry.
Best fit · Teams evaluating a flagship Chinese multimodal reasoning model for agentic coding, tool use, deep research and vision/video-aware workflows.
Coverage · 100/100
StepFun
The English platform makes StepFun more actionable for overseas developers than a company-only profile.
Best fit · Developers comparing Chinese model APIs for text, reasoning, tool calling, multimodal generation and OpenAI-compatible migration.
Coverage · 100/100
StepFun
Step Plan deserves a separate AI Coding entry because it is toolchain- and agent-workflow specific, not just a model API.
Best fit · Developers who want a predictable subscription quota for coding agents, long-context repository work and tool-calling automation.
Coverage · 100/100
Xiaomi MiMo
MiMo-V2-Flash gives MiMo a concrete English-documented open-weight anchor with price, context, test and deployment details.
Best fit · Teams evaluating a low-cost open-weight Chinese model for coding agents, long-context tasks and API/self-hosted comparison.
Coverage · 100/100
Xiaomi MiMo
MiMo now has enough English-facing speech signals to deserve a separate audio profile.
Best fit · Teams watching Xiaomi's speech stack for ASR, TTS and voice-agent experiments.
Coverage · 100/100 · backfill: pricing
Xiaomi MiMo
The English MiMo site explicitly separates Omni from text, speech and Flash releases.
Best fit · Teams tracking Chinese multimodal-agent model families and Xiaomi's model roadmap.
Coverage · 100/100 · backfill: pricing
Kling AI: Kling AI qualifies because it is connected to search, long-context reading, documents, OCR, research or knowledge workflows.
FashionChameleon: FashionChameleon qualifies because it is connected to search, long-context reading, documents, OCR, research or knowledge workflows.
DeepSeek: DeepSeek qualifies because it is connected to search, long-context reading, documents, OCR, research or knowledge workflows.
DeepSeek V4 API: DeepSeek V4 API qualifies because it is connected to search, long-context reading, documents, OCR, research or knowledge workflows.
DeepSeek Agent Integrations: DeepSeek Agent Integrations qualifies because it is connected to search, long-context reading, documents, OCR, research or knowledge workflows.
OpenBMB / MiniCPM: OpenBMB / MiniCPM qualifies because it is connected to search, long-context reading, documents, OCR, research or knowledge workflows.
Qoder: Qoder qualifies because it is connected to search, long-context reading, documents, OCR, research or knowledge workflows.
Qwen: Qwen qualifies because it is connected to search, long-context reading, documents, OCR, research or knowledge workflows.
Qwen Embedding / Rerank: Qwen Embedding / Rerank qualifies because it is connected to search, long-context reading, documents, OCR, research or knowledge workflows.
Alibaba Cloud Model Studio: Alibaba Cloud Model Studio qualifies because it is connected to search, long-context reading, documents, OCR, research or knowledge workflows.
SenseNova: SenseNova qualifies because it is connected to search, long-context reading, documents, OCR, research or knowledge workflows.
Kimi: Kimi qualifies because it is connected to search, long-context reading, documents, OCR, research or knowledge workflows.
Kimi K2 API: Kimi K2 API qualifies because it is connected to search, long-context reading, documents, OCR, research or knowledge workflows.
Kimi Code: Kimi Code qualifies because it is connected to search, long-context reading, documents, OCR, research or knowledge workflows.
Kimi Claw: Kimi Claw qualifies because it is connected to search, long-context reading, documents, OCR, research or knowledge workflows.
Kimi WebBridge: Kimi WebBridge qualifies because it is connected to search, long-context reading, documents, OCR, research or knowledge workflows.
Kimi Slides / Websites / Sheets / Docs: Kimi Slides / Websites / Sheets / Docs qualifies because it is connected to search, long-context reading, documents, OCR, research or knowledge workflows.
Z.ai BigModel / GLM: Z.ai BigModel / GLM qualifies because it is connected to search, long-context reading, documents, OCR, research or knowledge workflows.
z.ai: z.ai qualifies because it is connected to search, long-context reading, documents, OCR, research or knowledge workflows.
AutoGLM: AutoGLM qualifies because it is connected to search, long-context reading, documents, OCR, research or knowledge workflows.
Zread.ai: Zread.ai qualifies because it is connected to search, long-context reading, documents, OCR, research or knowledge workflows.
AMiner: AMiner qualifies because it is connected to search, long-context reading, documents, OCR, research or knowledge workflows.
Ant Ling: Ant Ling qualifies because it is connected to search, long-context reading, documents, OCR, research or knowledge workflows.
Ring: Ring qualifies because it is connected to search, long-context reading, documents, OCR, research or knowledge workflows.
MiniMax API Platform: MiniMax API Platform qualifies because it is connected to search, long-context reading, documents, OCR, research or knowledge workflows.
MiniMax Audio / Speech: MiniMax Audio / Speech qualifies because it is connected to search, long-context reading, documents, OCR, research or knowledge workflows.
LongCat-AudioDiT: LongCat-AudioDiT qualifies because it is connected to search, long-context reading, documents, OCR, research or knowledge workflows.
MiniMax Image API: MiniMax Image API qualifies because it is connected to search, long-context reading, documents, OCR, research or knowledge workflows.
ERNIE / Baidu Qianfan: ERNIE / Baidu Qianfan qualifies because it is connected to search, long-context reading, documents, OCR, research or knowledge workflows.
ERNIE-Image: ERNIE-Image qualifies because it is connected to search, long-context reading, documents, OCR, research or knowledge workflows.
Tencent Hunyuan: Tencent Hunyuan qualifies because it is connected to search, long-context reading, documents, OCR, research or knowledge workflows.
Hy3 Preview: Hy3 Preview qualifies because it is connected to search, long-context reading, documents, OCR, research or knowledge workflows.
Tencent Hunyuan Open Models: Tencent Hunyuan Open Models qualifies because it is connected to search, long-context reading, documents, OCR, research or knowledge workflows.
ByteDance Seed / Doubao Ark: ByteDance Seed / Doubao Ark qualifies because it is connected to search, long-context reading, documents, OCR, research or knowledge workflows.
Seed GR-3: Seed GR-3 qualifies because it is connected to search, long-context reading, documents, OCR, research or knowledge workflows.
Seed GR-RL: Seed GR-RL qualifies because it is connected to search, long-context reading, documents, OCR, research or knowledge workflows.
Seedream 5.0 Lite: Seedream 5.0 Lite qualifies because it is connected to search, long-context reading, documents, OCR, research or knowledge workflows.
Seeduplex: Seeduplex qualifies because it is connected to search, long-context reading, documents, OCR, research or knowledge workflows.
DeerFlow: DeerFlow qualifies because it is connected to search, long-context reading, documents, OCR, research or knowledge workflows.
Skywork: Skywork qualifies because it is connected to search, long-context reading, documents, OCR, research or knowledge workflows.
WorkBuddy: WorkBuddy qualifies because it is connected to search, long-context reading, documents, OCR, research or knowledge workflows.
Dola / Cici: Dola / Cici qualifies because it is connected to search, long-context reading, documents, OCR, research or knowledge workflows.
Pangu / Huawei Cloud: Pangu / Huawei Cloud qualifies because it is connected to search, long-context reading, documents, OCR, research or knowledge workflows.
SparkDesk / iFlytek Spark: SparkDesk / iFlytek Spark qualifies because it is connected to search, long-context reading, documents, OCR, research or knowledge workflows.
StepFun / Step: StepFun / Step qualifies because it is connected to search, long-context reading, documents, OCR, research or knowledge workflows.
Step 3.7 Flash: Step 3.7 Flash qualifies because it is connected to search, long-context reading, documents, OCR, research or knowledge workflows.
StepFun Open Platform: StepFun Open Platform qualifies because it is connected to search, long-context reading, documents, OCR, research or knowledge workflows.
Step Plan: Step Plan qualifies because it is connected to search, long-context reading, documents, OCR, research or knowledge workflows.
MiMo-V2-Flash: MiMo-V2-Flash qualifies because it is connected to search, long-context reading, documents, OCR, research or knowledge workflows.
MiMo Speech Models: MiMo Speech Models qualifies because it is connected to search, long-context reading, documents, OCR, research or knowledge workflows.
MiMo-V2-Omni: MiMo-V2-Omni qualifies because it is connected to search, long-context reading, documents, OCR, research or knowledge workflows.