A developer-focused shortlist of Chinese language model products with API or deployment paths worth checking.
Quick answers
Decision standard
Prioritize products with public or limited API access, pricing clarity, source links and global access notes.
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
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
AtomGit
AtomCode belongs in AI Coding because it is a full terminal coding agent and Claude Code alternative, not a generic chat assistant or raw model API.
Best fit · Developers who want an open-source terminal coding agent for Chinese and global model APIs, especially DeepSeek, GLM, Qwen and local Ollama workflows.
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 Qwen3.7, 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
Anomaly
The useful boundary is the subscription contract: price, limits, models, endpoints and OpenCode provider setup.
Best fit · Developers checking OpenCode Go pricing, subscription limits and model coverage before using it as a coding-model provider.
Coverage · 100/100
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
MiniMax
M3 should be tracked separately because the official homepage now gives it a distinct model page and positions it as the current frontier coding model.
Best fit · Developers evaluating a China-origin frontier model for coding, long-context agentic work and multimodal reasoning.
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
Alibaba Cloud
Qwen-AgentWorld is tracked separately from Qwen Code because its public surface is a language world model plus AgentWorldBench, not a terminal coding product.
Best fit · Researchers and agent builders who need a simulator or benchmark for tool, terminal, SWE, Android, web and OS agent environments.
Coverage · 100/100
JD JoyAI
JoyAI-VL-Interaction deserves a separate profile because it releases a full real-time interaction model and system stack, not just a static VLM checkpoint.
Best fit · Researchers and product teams exploring proactive webcam, livestream, monitoring, cooking guidance, live commentary and event-driven visual interaction systems.
Coverage · 100/100
Moonshot AI
Kimi's developer path is separated through K2.7 Code, K2.6 and the English API platform, so it should be distinct from the consumer assistant and Kimi Code CLI.
Best fit · Developers evaluating Chinese long-context, coding and agentic models through an international API.
Coverage · 100/100
Moonshot AI
Kimi K3 merits a separate LLM & API profile because it is a flagship model with its own architecture, context length, hosted pricing and public open-weight release, rather than a minor K2.7 Code revision.
Best fit · Teams evaluating a frontier-scale Chinese model for repository-scale coding, multimodal technical work, agentic research and long-context knowledge workflows.
Coverage · 100/100
Moonshot AI
K2.7 Code has its own open weights, architecture, benchmarks, API pricing and Kimi Code default-model behavior, so it deserves a dedicated model profile separate from Kimi Code and the broader Kimi API.
Best fit · Teams evaluating open-weight coding models for repository-scale agents, Kimi Code workflows or OpenAI-compatible API integration.
Coverage · 100/100
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
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
Ming is the multimodal branch of Ant Ling and deserves separate tracking from text-only Ling and reasoning-focused Ring.
Best fit · Teams tracking open Chinese full-modal models across image-text understanding, video analysis, speech synthesis and image generation.
Coverage · 100/100 · backfill: pricing
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
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
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
Seed2.1 and Doubao/Ark should be tracked as ByteDance's productivity-model and model-platform profile, while Seedance remains a separate video-generation product.
Best fit · Developers and teams comparing ByteDance's English-facing Seed model roadmap with commercial Doubao/Ark API access.
Coverage · 100/100
Huawei Cloud
Pangu belongs in LLM & API as Huawei Cloud's managed enterprise model and development platform, while its strongest differentiation is vertical industry adaptation.
Best fit · Enterprises building industry-specific AI on Huawei Cloud across documents, computer vision, scientific computing, prediction and agent workflows.
Coverage · 100/100
iFlytek
Astron expands iFlytek coverage from Spark model access into agentic application orchestration and open-source workflow tooling.
Best fit · Teams evaluating an iFlytek-linked open-source and hosted platform for agent workflows, RAG applications and enterprise automation.
Coverage · 100/100
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
Xiaomi MiMo
MiMo matters because Xiaomi is exposing an English-facing model platform across web, API, AI Studio and open-source channels.
Best fit · Developers comparing Chinese agent models, multimodal model families, speech models, English web demos and open-source deployment options.
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
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
Xiaomi MiMo
Separating the platform from model cards makes MiMo easier to compare with Qwen Cloud, DeepSeek Platform and Kimi Platform.
Best fit · Developers who want to test MiMo through hosted API and AI Studio before deciding on self-hosting.
Coverage · 100/100
DeepSeek: DeepSeek has public api status and 4 tracked sources.
DeepSeek V4 API: DeepSeek V4 API has public api status and 3 tracked sources.
OpenBMB / MiniCPM: OpenBMB / MiniCPM has limited api status and 3 tracked sources.
AtomCode: AtomCode has limited api status and 3 tracked sources.
Qoder: Qoder has limited api status and 8 tracked sources.
Qwen: Qwen has public api status and 10 tracked sources.
Qwen Embedding / Rerank: Qwen Embedding / Rerank has public api status and 1 tracked sources.
OpenCode Go: OpenCode Go has public api status and 2 tracked sources.
Alibaba Cloud Model Studio: Alibaba Cloud Model Studio has public api status and 6 tracked sources.
MiniMax M3: MiniMax M3 has public api status and 3 tracked sources.
SenseNova: SenseNova has public api status and 2 tracked sources.
Qwen-AgentWorld: Qwen-AgentWorld has public api status and 3 tracked sources.
JoyAI-VL-Interaction: JoyAI-VL-Interaction has public api status and 5 tracked sources.
Kimi K2 API: Kimi K2 API has public api status and 6 tracked sources.
Kimi K3: Kimi K3 has public api status and 4 tracked sources.
Kimi K2.7 Code: Kimi K2.7 Code has public api status and 4 tracked sources.
Z.ai BigModel / GLM: Z.ai BigModel / GLM has public api status and 8 tracked sources.
Ant Ling: Ant Ling has public api status and 3 tracked sources.
Ming: Ming has limited api status and 2 tracked sources.
MiniMax API Platform: MiniMax API Platform has public api status and 7 tracked sources.
ERNIE / Baidu Qianfan: ERNIE / Baidu Qianfan has public api status and 4 tracked sources.
Tencent Hunyuan: Tencent Hunyuan has public api status and 5 tracked sources.
Hy3 Preview: Hy3 Preview has public api status and 2 tracked sources.
Tencent Hunyuan Open Models: Tencent Hunyuan Open Models has limited api status and 4 tracked sources.
ByteDance Seed / Doubao Ark: ByteDance Seed / Doubao Ark has public api status and 4 tracked sources.
Pangu / Huawei Cloud: Pangu / Huawei Cloud has limited api status and 4 tracked sources.
Astron Agent: Astron Agent has limited api status and 2 tracked sources.
StepFun / Step: StepFun / Step has public api status and 5 tracked sources.
Step 3.7 Flash: Step 3.7 Flash has public api status and 4 tracked sources.
StepFun Open Platform: StepFun Open Platform has public api status and 4 tracked sources.
Xiaomi MiMo: Xiaomi MiMo has public api status and 5 tracked sources.
MiMo-V2-Flash: MiMo-V2-Flash has public api status and 4 tracked sources.
MiMo-V2-Omni: MiMo-V2-Omni has limited api status and 2 tracked sources.
MiMo API Platform: MiMo API Platform has public api status and 3 tracked sources.