Real-Time AI Model Pricing & Monthly Cost Workbench

Evaluated with F.A.R.E. (Fast · Accurate · Reliable · Economical) across 83 active flagship models and 480+ searchable models. Factors in prompt caching and reasoning token overhead.

ACTIVE MODELS 83 + 480

FX RATE $1 = ¥6.6849

6 Use Cases: 💻 Coding · GPT-6.1 Sol ✍️ Writing · Opus 5.5 / Kimi 📚 Long-Doc KB · Kimi K3.1 👁️ Vision OCR · Gemini 4 🎨 Image Gen · Nano Banana 🎬 Video Gen · Veo 3.1

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26 Scenarios

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3Monthly Use

Requests per Day150

Avg Input Tokens / Req4000

Avg Output Tokens / Req1200

Prompt Cache Hit Rate (%)50

Model & Release ↕	Score ↕	A · Capability ↕	F · Speed ↕	R · Access	In / Out ($/1M)	Est. Monthly ↕	Best Channel
Gemini 4 Carbon New Google · 2026-11-10 · 1M ctx	94 /100	98 Elo 1528	100 TPS Reasoning	A Global Stable	$2 / $10 Cache: $0.1	$116.1 per month	Google AI Studio 3 channels →
Gemini 4 Argon New Google · 2026-10-13 · 1M ctx	93 /100	97 Elo 1523	83 TPS Reasoning	A Global Stable	$2 / $10 Cache: $0.1	$116.1 per month	Google AI Studio 4 channels →
GLM-5.3-FlashX New Zhipu AI (GLM) · 2026-09-18 · 1M ctx	93 /100	94 Elo 1506	86 TPS Reasoning	A CN Domestic Open	$0.29879 / $1.04577 Cache: $0.08516	$13.6 per month	Zhipu BigModel 2 channels →
GPT-6.1 Sol New OpenAI · 2026-09-29 · 1M ctx	92 /100	95 Elo 1516	112 TPS Reasoning	A Global Stable	$2 / $10 Cache: $0.1	$116.1 per month	OpenAI Official 4 channels →
Claude Opus 5.5 New Anthropic · 2026-09-22 · 1M ctx	92 /100	97 Elo 1526	98 TPS Reasoning	B Strict Auth	$4 / $20 Cache: $0.2	$232.2 per month	Anthropic Official 6 channels →
Claude Fable 5.2 New Anthropic · 2026-11-09 · 1M ctx	92 /100	98 Elo 1538	68 TPS Reasoning	B Strict Auth	$8 / $40 Cache: $0.2	$462.6 per month	Anthropic Official 5 channels →
Hy4 New Tencent Hunyuan · 2026-11-04 · 1M ctx	92 /100	93 Elo 1505	112 TPS Reasoning	A CN Domestic	$0.834 / $2.501 Cache: $0.042	$32.2 per month	OpenRouter 2 channels →
Hy4 preview Tencent Hunyuan · 2026-08-28 · 1M ctx	92 /100	93 Elo 1505	112 TPS Reasoning	A CN Domestic Open	$0.834 / $2.501 Cache: $0.042	$32.2 per month	OpenRouter 3 channels →
GLM-5.3 Zhipu AI (GLM) · 2026-08-14 · 1M ctx	92 /100	94 Elo 1506	86 TPS Reasoning	A CN Domestic Open	$1.19516 / $4.18306 Cache: $0.29879	$54.1 per month	OpenRouter 9 channels →
GLM-5.3 Mistral AI · 2026-08-14 · 1M ctx	91 /100	94 Elo 1506	86 TPS Reasoning	A Global Stable Open	$1.4 / $4.4 Cache: $0.14	$56.6 per month	OpenRouter 10 channels →
Muse Wonder New Meta · 2026-10-12 · 1M ctx	91 /100	94 Elo 1510	197 TPS Reasoning	A Global Stable	$4 / $20 Cache: $0.2	$232.2 per month	Meta Official API 2 channels →
Muse Spark 1.3 New Meta · 2026-09-02 · 1M ctx	91 /100	93 Elo 1507	133 TPS Reasoning	A Global Stable	$1.25 / $4.25 Cache: $0.15	$53.9 per month	Meta Official API 2 channels →
DeepSeek V4.1 Flash 1017 New DeepSeek · 2026-10-17 · 1M ctx	91 /100	91 Elo 1503	184 TPS Reasoning	A CN Domestic Open	$0.15 / $0.6 Cache: $0.003	$7.2 per month	OpenRouter 5 channels →
Step 5 Preview New StepFun · 2026-09-16 · 1M ctx	91 /100	92 Elo 1505	181 TPS Reasoning	A CN Domestic Open	$1.04613 / $2.98895 Cache: $0.10461	$39.4 per month	OpenRouter 3 channels →
DeepSeek V4.1 Flash New DeepSeek · 2026-09-10 · 1M ctx	91 /100	91 Elo 1503	184 TPS Reasoning	A CN Domestic Open	$0.29754 / $1.19015 Cache: $0.01488	$14.4 per month	302.AI Gateway 6 channels →
Kimi K3.1 Pro New Moonshot AI (Kimi) · 2026-10-23 · 1M ctx	91 /100	94 Elo 1512	43 TPS Reasoning	A CN Domestic Open	$1.9437 / $10.1671 Cache: $0.1944	$118.1 per month	OpenRouter 6 channels →
Grok 4.7 New xAI · 2026-09-21 · 500K ctx	91 /100	93 Elo 1507	101 TPS Reasoning	A Global Stable	$2 / $6 Cache: $0.5	$80.8 per month	xAI Official Console 5 channels →
GPT-6 Astra New OpenAI · 2026-09-04 · 1M ctx	90 /100	95 Elo 1525	73 TPS Reasoning	A Global Stable	$10 / $50 Cache: $1	$585.0 per month	OpenAI Official 4 channels →
Gemini 3.8 Flash New Google · 2026-09-02 · 1M ctx	90 /100	92 Elo 1505	140 TPS Reasoning	A Global Stable	$0.75 / $3.75 Cache: $0.075	$43.9 per month	Google AI Studio 4 channels →
Qwen3.8 Max Alibaba Qwen · 2026-08-03 · 1M ctx	90 /100	93 Elo 1506	41 TPS Reasoning	A CN Domestic	$1.77744 / $5.33231 Cache: $0.22218	$69.8 per month	DeepInfra 4 channels →
Gemini 4 Hydrogen New Google · 2026-11-12 · 1M ctx	90 /100	92 Elo 1490	142 TPS Reasoning	A Global Stable	$1.5 / $7.5 Cache: $0.075	$87.1 per month	Google AI Studio 3 channels →
Gemini 3.7 Flash Google · 2026-08-13 · 1M ctx	90 /100	91 Elo 1503	285 TPS Reasoning	A Global Stable	$0.75 / $3.75 Cache: $0.075	$43.9 per month	Google AI Studio 4 channels →
Claude Sonnet 5.5 New Anthropic · 2026-09-28 · 1M ctx	90 /100	93 Elo 1521	138 TPS Reasoning	B Strict Auth	$2 / $10 Cache: $0.1	$116.1 per month	Anthropic Official 6 channels →
Kimi K3 Moonshot AI (Kimi) · 2026-07-16 · 1M ctx	90 /100	93 Elo 1506	38 TPS Reasoning	A CN Domestic Open	$2.9879 / $14.9395 Cache: $0.2988	$174.8 per month	OpenRouter 8 channels →
GPT-5.6 Sol OpenAI · 2026-07-09 · 1M ctx	90 /100	93 Elo 1508	94 TPS Reasoning	A Global Stable	$4 / $20 Cache: $0.4	$234.0 per month	OpenAI Official 4 channels →
GPT-5.6 OpenAI · 2026-07-09 · 1M ctx	90 /100	93 Elo 1508	94 TPS Reasoning	A Global Stable	$4 / $20 Cache: $0.4	$234.0 per month	OpenAI Official 1 channel →
Claude Sonnet 5 Anthropic · 2026-06-29 · 1M ctx	89 /100	93 Elo 1521	75 TPS Reasoning	B Strict Auth	$2 / $10 Cache: $0.2	$117.0 per month	Anthropic Official 6 channels →
GPT-6 Sol New OpenAI · 2026-09-22 · 1M ctx	89 /100	91 Elo 1509	112 TPS Reasoning	A Global Stable	$2 / $10 Cache: $0.2	$117.0 per month	OpenAI Official 4 channels →
GLM-5.3-Flash Zhipu AI (GLM) · 2026-08-26 · 1M ctx	89 /100	88 Elo 1501	132 TPS Reasoning	A CN Domestic Open	$0.11952 / $0.41831 Cache: $0.03436	$5.5 per month	OpenRouter 8 channels →
GLM-5.3-Flash Mistral AI · 2026-08-26 · 1M ctx	89 /100	88 Elo 1501	132 TPS Reasoning	A Global Stable Open	$0.15 / $0.5 Cache: $0.03	$6.5 per month	OpenRouter 9 channels →
Claude Opus 5 Anthropic · 2026-07-24 · 1M ctx	88 /100	93 Elo 1512	62 TPS Reasoning	B Strict Auth	$5 / $25 Cache: $0.5	$292.5 per month	Anthropic Official 6 channels →
MiniMax-M3.1-Flash New MiniMax · 2026-10-19 · 1M ctx	88 /100	88 Elo 1500	119 TPS Reasoning	A CN Domestic Open	$0.1494 / $0.5976 Cache: $0.0149	$7.3 per month	OpenRouter 3 channels →
GPT-5.6 Terra OpenAI · 2026-07-09 · 1M ctx	88 /100	91 Elo 1505	83 TPS Reasoning	A Global Stable	$2 / $12 Cache: $0.2	$136.4 per month	OpenAI Official 4 channels →
Claude Fable 5.1 New Anthropic · 2026-09-01 · 1M ctx	88 /100	93 Elo 1520	66 TPS Reasoning	B Strict Auth	$10 / $50 Cache: $0.25	$578.3 per month	Anthropic Official 6 channels →
Claude Fable 5 Anthropic · 2026-06-07 · 1M ctx	88 /100	93 Elo 1510	68 TPS Reasoning	B Strict Auth	$10 / $50 Cache: $1	$585.0 per month	Anthropic Official 7 channels →
Qwen3.8 Flash Alibaba Qwen · 2026-08-26 · 1M ctx	88 /100	88 Elo 1490	55 TPS Reasoning	A CN Domestic	$0.11875 / $0.40073 Cache: $0.014844	$5.1 per month	DeepInfra 4 channels →
Grok 4.5 xAI · 2026-07-08 · 500K ctx	88 /100	90 Elo 1504	60 TPS Reasoning	A Global Stable	$2 / $6 Cache: $0.3	$79.0 per month	xAI Official Console 3 channels →
Muse Spark 1.1 Meta · 2026-04-08 · 1M ctx	88 /100	88 Elo 1496	217 TPS Reasoning	A Global Stable	$1.25 / $4.25 Cache: $0.15	$53.9 per month	Meta Official API 2 channels →
Muse Spark 1.2 Meta · 2026-08-05 · 1M ctx	87 /100	88 Elo 1502	154 TPS Reasoning	A Global Stable	$1.25 / $4.25 Cache: $0.15	$53.9 per month	Meta Official API 2 channels →
Gemini 3.6 Flash Google · 2026-07-21 · 1M ctx	87 /100	87 Elo 1501	215 TPS Reasoning	A Global Stable	$0.75 / $3.75 Cache: $0.075	$43.9 per month	Google AI Studio 4 channels →
GPT-6.1 Terra New OpenAI · 2026-10-26 · 1M ctx	87 /100	87 Elo 1490	120 TPS Reasoning	A Global Stable	$1 / $5 Cache: $0.05	$58.1 per month	OpenAI Official 3 channels →
Claude Haiku 5.5 New Anthropic · 2026-10-07 · 1M ctx	87 /100	86 Elo 1501	241 TPS Reasoning	B Strict Auth	$0.1 / $0.5 Cache: $0.01	$5.9 per month	Anthropic Official 6 channels →
Thinking Machines: Inkling 2 Small New Free Thinking Machines · 2026-11-05 · 1M ctx	85 /100	83 Elo 1493	132 TPS Reasoning	A Global Stable	$0 / $0 Cache: $0	$0.0 per month	OpenRouter 2 channels →
GLM-5.2 Zhipu AI (GLM) · 2026-06-13 · 1M ctx	85 /100	85 Elo 1488	82 TPS Reasoning	A CN Domestic Open	$1.19516 / $4.18306 Cache: $0.29879	$54.1 per month	DeepInfra 9 channels →
inclusionAI: Ling 3.1 Flash New InclusionAI (Ling) · 2026-10-08 · 1M ctx	83 /100	81 Elo 1485	223 TPS Standard	A CN Domestic Open	$0.045 / $0.135 Cache: $0.009	$1.2 per month	OpenRouter 1 channel →
Qwen3.7 Max Alibaba Qwen · 2026-05-21 · 1M ctx	83 /100	82 Elo 1486	197 TPS Reasoning	A CN Domestic	$1.65 / $4.951 Cache: $0.33	$65.9 per month	OpenRouter 5 channels →
GLM-5.1 Zhipu AI (GLM) · 2026-04-07 · 200K ctx	81 /100	80 Elo 1467	73 TPS Reasoning	A CN Domestic Open	$0.89637 / $3.58548 Cache: $0.19421	$44.7 per month	Alibaba Cloud Bailian 7 channels →
Kimi K2.6 Moonshot AI (Kimi) · 2026-04-20 · 262K ctx	80 /100	79 Elo 1466	44 TPS Reasoning	A CN Domestic Open	$0.9711 / $4.0337 Cache: $0.1643	$49.4 per month	OpenRouter 6 channels →
GPT-5.6 Luna OpenAI · 2026-07-09 · 1M ctx	79 /100	78 Elo 1451	83 TPS Reasoning	A Global Stable	$0.2 / $1.2 Cache: $0.02	$13.6 per month	OpenAI Official 4 channels →
MiniMax-M3 MiniMax · 2026-06-01 · 1M ctx	78 /100	76 Elo 1452	107 TPS Reasoning	A CN Domestic Open	$0.3137 / $1.2549 Cache: $0.0627	$15.6 per month	DeepInfra 6 channels →
Gemini 3.5 Flash Lite Google · 2026-07-21 · 1M ctx	78 /100	75 Elo 1123	461 TPS Reasoning	A Global Stable	$0.3 / $2.5 Cache: $0.03	$27.3 per month	Google AI Studio 4 channels →
Moonshot Kimi K2.5 Moonshot AI (Kimi) · 2026-01-27 · 262K ctx	77 /100	76 Elo 1451	58 TPS Reasoning	A CN Domestic Open	$0.574 / $3.011 Cache: $0.1148	$35.5 per month	SiliconFlow 6 channels →
Mistral Large 4.0.8 New Mistral AI · 2026-10-06 · 1M ctx	77 /100	75 Elo 1448	113 TPS Reasoning	A Global Stable	$0.7 / $2.1 Cache: $0.07	$27.3 per month	Mistral Official 1 channel →
Mistral Large 4 New Mistral AI · 2026-10-06 · 1M ctx	77 /100	75 Elo 1448	113 TPS Reasoning	A Global Stable	$0.7 / $2.1 Cache: $0.07	$27.3 per month	Mistral Official 2 channels →
DeepSeek V4 Flash Vision Exp New DeepSeek · 2026-10-17 · 1M ctx	76 /100	73 Elo 1451	132 TPS Reasoning	A CN Domestic Open	$0.15 / $0.6 Cache: $0.003	$7.2 per month	DeepSeek Official 3 channels →
DeepSeek V4 Flash New DeepSeek · 2026-10-17 · 1M ctx	76 /100	73 Elo 1451	174 TPS Reasoning	A CN Domestic Open	$0.15 / $0.6 Cache: $0.003	$7.2 per month	OpenRouter 5 channels →
Seed Character ByteDance Seed (Doubao) · 2026-06-23 · 256K ctx	76 /100	72 Tier Ref	118 TPS Reasoning	A CN Domestic	$0.11875 / $0.29687 Cache: $0.02375	$4.2 per month	Volcengine Ark 1 channel →
Muse Ember New Meta · 2026-11-09 · 1M ctx	75 /100	72 Tier Ref	118 TPS Reasoning	A Global Stable	$0.1 / $0.5 Cache: $0.004	$5.8 per month	Meta Official API 2 channels →
GPT-6 Luna New OpenAI · 2026-09-22 · 1M ctx	75 /100	72 Tier Ref	118 TPS Reasoning	A Global Stable	$0.1 / $0.5 Cache: $0.01	$5.9 per month	OpenAI Official 4 channels →
inclusionAI: Ling 3.2 Flash New Free InclusionAI (Ling) · 2026-11-12 · 1M ctx	75 /100	71 Tier Ref	132 TPS Standard	A CN Domestic Open	$0 / $0 Cache: $0	$0.0 per month	OpenRouter 2 channels →
Baidu: ERNIE-5.5-Flash-Preview New Free Baidu ERNIE · 2026-11-10 · 1M ctx	75 /100	71 Tier Ref	132 TPS Standard	A CN Domestic	$0 / $0 Cache: $0	$0.0 per month	OpenRouter 2 channels →
Seed 2.1 Pro ByteDance Seed (Doubao) · 2026-06-23 · 256K ctx	75 /100	72 Tier Ref	112 TPS Reasoning	A CN Domestic	$0.8906 / $4.45301 Cache: $0.17812	$52.9 per month	Volcengine Ark 1 channel →
Seed Evolving ByteDance Seed (Doubao) · 2026-06-23 · 256K ctx	75 /100	72 Tier Ref	112 TPS Reasoning	A CN Domestic	$0.8906 / $4.45301 Cache: $0.17812	$52.9 per month	Volcengine Ark 1 channel →
Qwen3.7 Flash Alibaba Qwen · 2026-07-15 · 1M ctx	75 /100	71 Tier Ref	132 TPS Reasoning	A CN Domestic	$0.02962 / $0.1185 Cache: $0.005924	$1.5 per month	Alibaba Cloud Bailian 2 channels →
Qwen3.8 Omni Flash New Alibaba Qwen · 2026-09-17 · 1M ctx	75 /100	71 Tier Ref	132 TPS Reasoning	A CN Domestic	$0.113 / $0.382 Cache: $0.014	$4.9 per month	Alibaba Cloud Bailian 2 channels →
Seed 2.0 Lite ByteDance Seed (Doubao) · 2026-02-14 · 256K ctx	75 /100	71 Tier Ref	132 TPS Reasoning	A CN Domestic	$0.08906 / $0.53436 Cache: $0.01781	$6.2 per month	Volcengine Ark 2 channels →
Qwen3.6 Flash Alibaba Qwen · 2026-04-27 · 1M ctx	75 /100	71 Tier Ref	132 TPS Reasoning	A CN Domestic	$0.165 / $0.99 Cache: $0.0165	$11.3 per month	Alibaba Cloud Bailian 3 channels →
Qwen3.8 27B Alibaba Qwen · 2026-08-14 · 262K ctx	74 /100	73 Elo 1450	40 TPS Reasoning	A CN Domestic Open	$0.6975 / $5.595 Cache: $0.1395	$61.9 per month	OpenRouter 4 channels →
Step 3.7 Flash StepFun · 2026-05-29 · 256K ctx	74 /100	71 Tier Ref	191 TPS Reasoning	A CN Domestic Open	$0.20175 / $1.21052 Cache: $0.04035	$13.9 per month	OpenRouter 3 channels →
Qwen3.7 Plus Alibaba Qwen · 2026-06-02 · 1M ctx	74 /100	72 Tier Ref	58 TPS Reasoning	A CN Domestic	$0.276 / $1.101 Cache: $0.0552	$13.7 per month	302.AI Gateway 3 channels →
Seed 2.1 Turbo ByteDance Seed (Doubao) · 2026-06-23 · 256K ctx	74 /100	71 Tier Ref	132 TPS Reasoning	A CN Domestic	$0.4453 / $2.22651 Cache: $0.08906	$26.5 per month	Volcengine Ark 2 channels →
GLM-5V-Turbo Zhipu AI (GLM) · 2026-04-01 · 200K ctx	74 /100	71 Tier Ref	132 TPS Reasoning	A CN Domestic	$0.74698 / $3.28669 Cache: $0.17927	$40.3 per month	302.AI Gateway 3 channels →
Kimi K2.7 Code Moonshot AI (Kimi) · 2026-06-12 · 262K ctx	74 /100	72 Tier Ref	63 TPS Reasoning	A CN Domestic Open	$0.9711 / $4.0337 Cache: $0.1942	$49.7 per month	DeepInfra 4 channels →
Qwen3.6 27B Alibaba Qwen · 2026-04-22 · 262K ctx	74 /100	72 Tier Ref	56 TPS Reasoning	A CN Domestic Open	$0.44980438 / $2.69882628 Cache: $0.1125	$31.3 per month	SiliconFlow 3 channels →
North Small Translate New Free Cohere · 2026-09-09 · 33K ctx	74 /100	70 Tier Ref	132 TPS Standard	A Global Stable Open	$0 / $0 Cache: $0	$0.0 per month	Cohere Official 1 channel →
NVIDIA: Nemotron 3.5 Super VL New Free NVIDIA · 2026-10-20 · 1M ctx	74 /100	70 Elo 1416	118 TPS Reasoning	A Global Stable Open	$0 / $0 Cache: $0	$0.0 per month	OpenRouter 3 channels →
North Mini Code Free Cohere · 2026-06-09 · 256K ctx	74 /100	71 Tier Ref	70 TPS Reasoning	A Global Stable Open	$0 / $0 Cache: $0	$0.0 per month	Cohere Official 3 channels →
Grok 4.6 xAI · 2026-08-12 · 500K ctx	74 /100	72 Elo 1442	61 TPS Reasoning	A Global Stable	$2 / $6 Cache: $0.5	$80.8 per month	xAI Official Console 5 channels →
Nemotron 3.5 Super VL 120B A12B New Thinking Machines · 2026-10-15 · 262K ctx	73 /100	70 Elo 1416	118 TPS Reasoning	A Global Stable Open	$0.57 / $1.44 Cache: $0.114	$20.2 per month	Together AI 2 channels →
Grok 4.3 xAI · 2026-04-17 · 1M ctx	73 /100	70 Elo 1442	105 TPS Reasoning	A Global Stable	$1.25 / $2.5 Cache: $0.2	$37.4 per month	xAI Official Console 5 channels →
MiniMax-M2.7 MiniMax · 2026-03-18 · 205K ctx	71 /100	68 Elo 1416	60 TPS Reasoning	A CN Domestic Open	$0.3137 / $1.2549 Cache: $0.0627	$15.6 per month	OpenRouter 6 channels →
Step 3.5 Flash 2603 StepFun · 2026-04-02 · 256K ctx	69 /100	65 Elo 1387	141 TPS Reasoning	A CN Domestic Open	$0.10461 / $0.31384 Cache: $0.02092	$4.2 per month	StepFun Official 1 channel →
MiniMax-M2.5 MiniMax · 2026-02-12 · 205K ctx	69 /100	65 Elo 1408	68 TPS Reasoning	A CN Domestic Open	$0.3137 / $1.2549 Cache: $0.0314	$15.3 per month	OpenRouter 7 channels →

Media Model & Release	A · Quality	R · Access	Standard Rate	Resolution & Tier Pricing	Best For	Official
Google Veo 3.1 google · 2026-10-13	87	Global API	$0.4 / per second	$0.05/s (Lite 720p) · $0.20/s (Fast 1080p) · $0.40/s (Standard 1080p) · $0.60/s (4K)	Cinematic video generation with synchronized native sound effects and dialogue	Official →
Google Veo 3.1 Lite google · 2026-10-13	86	Global API	$0.05 / per second	$0.05/s (720p) · Only $0.25 per 5-second clip	High-volume social video prototyping and low-cost storyboarding	Official →
Grok Imagine Video 1.5 xai · 2026-10-01	91	Global API	$0.08 / per second	~$0.04/s (Lite) · ~$0.08/s (Standard 1.5 via xAI API)	Creative social clips, image-to-video animation, and stylized motion	Official →
可灵 Kling 2.5 Pro / Master kuaishou · 2026-09-15	89	CN Direct	$0.07 / per second	~$0.035/s (Standard) · ~$0.07/s (Master 1080p), direct access in China	Top domestic choice for AI drama production, e-commerce product videos, and camera control	Official →
海螺视频 Hailuo Video (MiniMax) minimax · 2026-09-20	95	CN Direct	$0.06 / per second	~$0.06/s ($0.36 per 6s 1080p clip), direct API access	Cinematic storytelling, emotional character acting, and stylized shorts	Official →
通义万相 Wan 2.6 Video (开源+API) alibaba · 2026-08-28	96	CN Direct	$0.03 / per second	~$0.03/s on Alibaba Cloud Bailian; Open-weight Apache-2.0 for local GPU deployment	Cost-sensitive batch video generation and enterprise self-hosted video pipelines	Official →
豆包即梦视频 Seedance 2.0 volcengine · 2026-08-15	94	CN Direct	$0.04 / per second	~$0.04/s on ByteDance Volcengine Ark with high enterprise concurrency	Short-video marketing creatives, e-commerce ads, and high-concurrency apps	Official →
OpenAI Sora 2 (API 已于 2026-09 下线) openai · 2026-09-11	85	Global API	$0.1 / per second (retired API)	Historical $0.10/s (720p) · $0.30/s (Pro); Note: OpenAI retired the standalone Videos API on Sep 24, 2026—use Veo 3.1 or Kling 2.5 instead	Migration notice: switch new video API workloads to Google Veo 3.1, Kling 2.5, or Hailuo	Official →
Gemini Nano Banana 2.1 (Google 生图旗舰) google · 2026-10-06	91	Global API	$0.0336 / per image	$0.0336/img (1K) · $0.0504/img (2K) · $0.0756/img (4K) with multi-turn editing	Typography-heavy posters, multi-turn conversational image editing, and consistent characters	Official →
OpenAI GPT-Image 2 openai · 2026-04-21	90	Global API	$0.04 / per image	~$0.02/img (low) · $0.04/img (standard) · $0.08/img (high quality)	Ad creatives, infographics, and complex multi-subject compositions	Official →
豆包即梦生图 Seedream 3.0 volcengine · 2026-07-20	92	CN Direct	$0.015 / per image	~$0.015/img (¥0.10), native Chinese typography rendering without garbled characters	Chinese e-commerce banners, posters with Chinese typography, and social media visuals	Official →
通义万相 Wan 2.6 文生图 alibaba · 2026-08-10	84	CN Direct	$0.012 / per image	~$0.012/img (¥0.08) on Alibaba Cloud Bailian with free trial quota	High-volume budget image generation and enterprise content workflows	Official →

Calculate Real Spend Across API, Subscriptions & Self-Hosting

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01 · Monthly API Cost Simulator

Paste a sample prompt to auto-count tokens, then factor in multi-turn conversation growth and prompt caching across every model.

Open API Simulator →

02 · Subscription vs Pay-As-You-Go Break-Even

Compare ChatGPT Plus/Pro, Claude Max 20x, Google AI Ultra, and Cursor Pro quotas, team sharing limits, and API break-even points.

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03 · Self-Hosted GPU VRAM & Payback

Size exact GPU memory needed for Qwen3.8, DeepSeek V4, GLM-5.3, or Kimi K3 across RTX 5090, Mac Studio, and H20 clusters.

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Evaluation Criteria & Data Calibration

F.A.R.E. Four-Dimension Standard

F.A.R.E. scores every model on real production criteria: Fast (TPS & latency), Accurate (coding & reasoning capability), Reachable (China access, compliance & open weights), and Economical (true monthly spend after caching).

Daily Multi-Source Price & Benchmark Sync

All model specs, prices, and ratings on LLMFare.com are cross-calibrated daily from official AI lab pricing pages, world-leading independent evaluation benchmarks, and verified first-hand feedback from developer communities.

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