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LLM & API

Foundation models, open models and developer APIs from Chinese teams.

DeepSeek

DeepSeek

4.7

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

Globally availableFull English UITrustedPublic APIPaid
Payment
Topped-up balance / Granted balance
Checked
Aug 4
Sources
High confidence
From
V4-Flash from $0.0028/M cache-hit input, $0.14/M cache-miss input and $0.28/M output tokens
View product

DeepSeek

DeepSeek V4 API

4.6

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

Globally availableFull English UITrustedPublic APIPaid
Payment
Topped-up balance / Granted balance
Checked
Aug 4
Sources
High confidence
From
V4-Flash: $0.0028/M cache-hit input, $0.14/M cache-miss input, $0.28/M output; V4-Pro: $0.003625/$0.435/$0.87
View product

OpenBMB

OpenBMB / MiniCPM

4.1

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

Partially availablePartial English UITrustedLimited APIFree
Payment
Open-source self-hosting / GitHub / AtomGit repositories
Checked
Aug 4
Sources
High confidence
From
Open-source repositories and model weights; hosted/API access and commercial terms vary by repo, model and downstream provider
View product

AtomGit

AtomCode

4.1

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

Partially availablePartial English UITrustedLimited APIFreemium
Payment
CodingPlan FREE / Manual API key
Checked
Aug 4
Sources
High confidence
From
Open-source MIT project; CodingPlan FREE is advertised; manual API key configuration is available
View product

Qoder

Qoder

4.3

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

Globally availableFull English UITrustedLimited APIFreemium
Payment
Visa / Mastercard
Checked
Aug 4
Sources
High confidence
From
Community Edition free; Pro $20/month, Pro+ $60/month, Ultra $200/month and Teams $40/seat/month
View product

Alibaba Cloud

Qwen

4.6

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

Globally availablePartial English UITrustedPublic APIFreemium
Payment
Free web access / Qwen Cloud billing
Checked
Aug 4
Sources
High confidence
From
Free tier, pay-as-you-go API usage and Token Plan subscriptions vary by model
View product

Alibaba Cloud

Qwen Embedding / Rerank

4.0

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

Globally availableFull English UIPartial evidencePublic APIFreemium
Payment
Qwen Cloud billing / Pay-as-you-go API billing
Checked
Aug 4
Sources
Medium confidence
From
Pay-as-you-go retrieval API billing varies by model
View product

Anomaly

OpenCode Go

4.1

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

Globally availableFull English UITrustedPublic APIPaid
Payment
Go subscription / Zen balance top-up
Checked
Aug 4
Sources
High confidence
From
$5 first month; then $10/month
View product

Alibaba Cloud

Alibaba Cloud Model Studio

4.4

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

Globally availableFull English UITrustedPublic APIFreemium
Payment
Alibaba Cloud billing / Platform billing
Checked
Aug 4
Sources
High confidence
From
Free quota after activation; pay-as-you-go pricing varies by model and region
View product

MiniMax

MiniMax M3

4.6

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

Globally availableFull English UITrustedPublic APIFreemium
Payment
API & Token Plan / Pay-as-you-go API billing
Checked
Aug 4
Sources
High confidence
From
API & Token Plan access; current pricing should be checked in account
View product

SenseTime

SenseNova

4.3

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

Globally availableFull English UITrustedPublic APIFreemium
Payment
Token Plan / API billing
Checked
Aug 4
Sources
High confidence
From
Free during public beta; paid tiers coming soon
View product

Alibaba Cloud

Qwen-AgentWorld

4.1

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

Globally availableFull English UITrustedPublic APIFree
Payment
Hugging Face download / ModelScope download
Checked
Aug 4
Sources
High confidence
From
Apache-2.0 open weights and benchmark; self-hosted inference infrastructure required
View product

JD JoyAI

JoyAI-VL-Interaction

4.2

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

Globally availableFull English UITrustedPublic APIFree
Payment
GitHub repository / Hugging Face model download
Checked
Aug 4
Sources
High confidence
From
Apache-2.0 open-source model, dataset and deployable system; self-hosted GPU inference required
View product

Moonshot AI

Kimi K2 API

4.4

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

Globally availableFull English UITrustedPublic APIPaid
Payment
Pay-as-you-go API billing / Platform billing
Checked
Aug 4
Sources
High confidence
From
Pay-as-you-go API pricing varies by Kimi K2 and Moonshot model
View product

Moonshot AI

Kimi K3

4.5

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

Globally availableFull English UITrustedPublic APIPaid
Payment
Kimi API pay-as-you-go billing / Kimi membership
Checked
Aug 4
Sources
High confidence
From
$0.30/M cache-hit input, $3/M cache-miss input and $15/M output tokens
View product

Moonshot AI

Kimi K2.7 Code

4.7

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

Globally availableFull English UITrustedPublic APIFreemium
Payment
Open weights / Kimi Code plans
Checked
Aug 4
Sources
High confidence
From
Open weights on Hugging Face; Kimi API is $0.19/1M input tokens cache hit, $0.95/1M input cache miss and $4.00/1M output tokens
View product

Zhipu AI

Z.ai BigModel / GLM

4.4

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

Partially availablePartial English UITrustedPublic APIFreemium
Payment
Free trial tokens / Platform billing
Checked
Aug 14
Sources
High confidence
From
20 million free tokens are promoted; VentureBeat reports GLM-5.2 API pricing at $1.40/M input tokens and $4.40/M output tokens
View product

Ant Group

Ant Ling

4.2

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

Partially availableFull English UITrustedPublic APIFreemium
Payment
Free daily quota / Pay-as-you-go API billing
Checked
Aug 4
Sources
High confidence
From
500,000 free tokens daily per account; Ling-2.6-flash starts at ¥0.60 input / ¥1.80 output per 1M tokens; Ling-2.6-1T starts at ¥2.00 input / ¥16.00 output per 1M tokens
View product

Ant Group

Ming

4.0

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

Partially availableFull English UITrustedLimited APIUnknown
Payment
Ant Ling API billing where available / Open-source model access where available
Checked
Aug 4
Sources
High confidence
From
Ming pricing and API availability should be verified from current Ant Ling console and model docs
View product

MiniMax

MiniMax API Platform

4.4

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

Globally availableFull English UITrustedPublic APIFreemium
Payment
Token Plan / Credits
Checked
Aug 4
Sources
High confidence
From
M3 <=512K: $0.30/M input, $1.20/M output and $0.06/M cache read; multimodal generation priced separately
View product

Baidu AI Cloud

ERNIE / Baidu Qianfan

4.1

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

Partially availablePartial English UITrustedPublic APIPaid
Payment
Baidu Cloud billing
Checked
Aug 4
Sources
High confidence
From
Baidu Cloud usage-based pricing
View product

Tencent Cloud

Tencent Hunyuan

4.1

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

Partially availableFull English UITrustedPublic APIPaid
Payment
Visa / Mastercard
Checked
Aug 4
Sources
High confidence
From
Tencent Cloud usage-based billing; Hunyuan 3D Global lists 20 free generations daily and 200 free API credits in Tencent's English announcement
View product

Tencent Cloud

Hy3 Preview

4.3

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

Globally availableFull English UITrustedPublic APIFree
Payment
Hugging Face / ModelScope
Checked
Aug 4
Sources
High confidence
From
Open weights are free to download; self-hosting requires large GPU infrastructure
View product

Tencent Cloud

Tencent Hunyuan Open Models

4.2

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

Globally availablePartial English UITrustedLimited APIFree
Payment
GitHub / Hugging Face where linked
Checked
Aug 4
Sources
High confidence
From
Open-source repositories are free to access; deployment cost depends on model size and infrastructure
View product

ByteDance / Volcano Engine

ByteDance Seed / Doubao Ark

4.2

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

Partially availableFull English UITrustedPublic APIPaid
Payment
Volcano Engine billing
Checked
Aug 4
Sources
High confidence
From
Volcano Engine usage-based pricing
View product

Huawei Cloud

Pangu / Huawei Cloud

4.2

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

Partially availableFull English UITrustedLimited APIEnterprise
Payment
Huawei Cloud international billing / Enterprise contract
Checked
Aug 4
Sources
High confidence
From
Contact Huawei Cloud sales; public international Pangu pricing is not listed on the product page
View product

iFlytek

Astron Agent

4.1

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

Partially availableFull English UITrustedLimited APIFreemium
Payment
Open-source self-hosting / Astron Cloud
Checked
Aug 4
Sources
High confidence
From
Apache-2.0 open-source repository is public; Astron Cloud, paid usage and enterprise plans require current account or sales verification
View product

StepFun

StepFun / Step

4.3

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

Partially availableFull English UITrustedPublic APIPaid
Payment
Platform billing / Step Plan
Checked
Aug 4
Sources
High confidence
From
Usage-based API and Step Plan subscription paths
View product

StepFun

Step 3.7 Flash

4.5

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

Partially availableFull English UITrustedPublic APIPaid
Payment
Account balance / Free credit first
Checked
Aug 4
Sources
High confidence
From
Input $0.04 cache hit / $0.20 cache miss; output $1.15 per 1M tokens
View product

StepFun

StepFun Open Platform

4.2

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

Partially availableFull English UITrustedPublic APIPaid
Payment
Account balance / Free credit first
Checked
Aug 4
Sources
High confidence
From
Reasoning models start at $0.10 input cache miss / $0.02 cache hit / $0.30 output per 1M tokens; image editing is $0.003 per image
View product

Xiaomi MiMo

Xiaomi MiMo

4.5

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

Globally availableFull English UITrustedPublic APIFreemium
Payment
Card / Web Demo
Checked
Aug 4
Sources
High confidence
From
MiMo-V2-Flash blog lists $0.1 input / $0.3 output per 1M tokens; V2.5 model pricing should be checked inside the API platform
View product

Xiaomi MiMo

MiMo-V2-Flash

4.5

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

Globally availableFull English UITrustedPublic APIFreemium
Payment
API Platform billing / AI Studio
Checked
Aug 4
Sources
High confidence
From
$0.1 input / $0.3 output per 1M tokens listed in the English release blog
View product

Xiaomi MiMo

MiMo-V2-Omni

3.9

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

Partially availableFull English UITrustedLimited APIUnknown
Payment
API Platform billing / AI Studio
Checked
Aug 4
Sources
High confidence
From
Not listed on the English homepage; verify inside MiMo API Platform
View product

Xiaomi MiMo

MiMo API Platform

4.2

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

Globally availableFull English UITrustedPublic APIFreemium
Payment
API Platform billing / AI Studio
Checked
Aug 4
Sources
High confidence
From
MiMo-V2-Flash release lists limited-time free access and $0.1/$0.3 per 1M token reference pricing; verify current platform billing
View product