图像与视频模型

5 个竞技场 · 163 个模型的真人盲测排名，配官方单价 · 更新于 2026-10-14

98个图像模型

文生图 + 图像编辑

65个视频模型

文生 / 图生 / 视频编辑

100个有官方价

按 ¥6.6938 / 美元换算

30个权重开放

来自 27 家厂商

计价口径：文本模型按「元 / 百万 token」计价，图像按张、视频按秒，量纲不同，并列比较不成立，故本页模型不进入价格表、选型工具与性价比榜。名次来自 Arena AI 真人盲测投票，单价取自各竞技场页面标注的官方价格，按当日汇率折算人民币； — 表示厂商未公开单价。

图像模型

能力分 = 参加过的各榜按榜首归一后取平均，跨榜模型的权重不受榜单数量影响

Rank	Model	厂商	License	能力分	文生图	图像编辑	¥/张	100 张
1	gpt-image-2.5-sunburst	OpenAI	Proprietary	100.0	1/82	1/59	—	—
2	gpt-image-2.5-flare	OpenAI	Proprietary	94.1	2/82	2/59	—	—
3	gpt-image-2 (medium)	OpenAI	Proprietary	91.1	3/82	3/59	¥0.000 $0.000	¥0.00
4	grok-imagine-image-2.0 (canvas)	SpaceXAI	Proprietary	84.5	4/82	4/59	—	—
5	mai-image-2.6	Microsoft AI	Proprietary	83.6	5/82	5/59	—	—
6	gemini-nano-banana-2.1	Google	Proprietary	83.1	6/82	6/59	—	—
7	grok-imagine-image-2.0 (20260801)	SpaceXAI	Proprietary	79.6	8/82	7/59	—	—
8	grok-imagine-image-quality (20260519)	SpaceXAI	Proprietary	78.8	—	11/59	—	—
9	chatgpt-image-latest-high-fidelity (20251216)	OpenAI	Proprietary	78.4	—	13/59	¥0.281 $0.042	¥28.1
10	reve-2.1	Reve	Proprietary	76.4	7/82	16/59	—	—
11	muse-image	Meta	Proprietary	75.9	9/82	8/59	—	—
12	mai-image-2.5	Microsoft AI	Proprietary	73.9	14/82	9/59	¥0.321 $0.048	¥32.1
13	gemini-3.1-flash-image (nano-banana-2) [web-search]	Google	Proprietary	73.6	11/82	14/59	—	—
14	seedream-5.0-pro	Bytedance	Proprietary	73.5	12/82	10/59	—	—
15	gemini-3-pro-image-2k (nano-banana-pro)	Google	Proprietary	72.4	16/82	12/59	—	—
16	reve-2.0	Reve	Proprietary	72.0	10/82	19/59	—	—
17	ideogram-4.5	Ideogram	Proprietary	71.7	—	20/59	—	—
18	gemini-3-pro-image-preview (nano-banana-pro)	Google	Proprietary	70.8	18/82	15/59	¥0.268 $0.040	¥26.8
19	gpt-image-1.5-high-fidelity	OpenAI	Proprietary	69.8	17/82	17/59	¥0.228 $0.034	¥22.8
20	qwen-image-2.1	Alibaba	qwen-research	68.4	19/82	18/59	—	—
21	qwen-image-3.0-pro	Alibaba	Proprietary	67.7	13/82	—	—	—
22	gemini-3.1-flash-lite-image (nano-banana-2-lite)	Google	Proprietary	66.6	15/82	24/59	—	—
23	hunyuan-image-3.0-instruct	Tencent	tencent-hunyuan-community	64.6	—	26/59	¥0.201 $0.030	¥20.1
24	uni-1.1-max	Luma AI	Proprietary	62.4	22/82	21/59	—	—
25	uni-1.1	Luma AI	Proprietary	60.4	23/82	23/59	—	—
26	qwen-image-2.0-pro-2026-06-22	Alibaba	Proprietary	60.2	21/82	25/59	¥0.502 $0.075	¥50.2
27	grok-imagine-image	SpaceXAI	Proprietary	60.1	25/82	22/59	¥0.134 $0.020	¥13.4
28	ideogram-4.0-quality	Ideogram	Ideogram Open Model	58.2	20/82	—	—	—
29	reve-v1.1	Reve	Proprietary	58.0	—	33/59	¥0.268 $0.040	¥26.8
30	kling-image-o1 擅长多图编辑	KlingAI	Proprietary	56.3	—	35/59	—	—
31	seedream-4.5 擅长多图编辑	Bytedance	Proprietary	55.9	36/82	28/59	¥0.402 $0.060	¥40.2
32	gemini-2.5-flash-image-preview (nano-banana)	Google	Proprietary	55.4	34/82	31/59	¥0.261 $0.039	¥26.1
33	qwen-image-edit	Alibaba	Apache 2.0	54.8	—	37/59	¥0.134 $0.020	¥13.4
34	seedream-5.0-lite	Bytedance	Proprietary	54.3	40/82	30/59	¥0.234 $0.035	¥23.4
35	mai-image-2	Microsoft AI	Proprietary	54.1	24/82	—	—	—
36	flux-2-max	Black Forest Labs	Proprietary	54.0	29/82	34/59	¥0.489 $0.073	¥48.9
37	reve-v1	Reve	Proprietary	53.6	—	38/59	¥0.268 $0.040	¥26.8
38	qwen-image-edit-2511	Alibaba	Apache 2.0	53.6	—	39/59	¥0.134 $0.020	¥13.4
39	wan2.6-image	Alibaba	Proprietary	53.0	—	40/59	—	—
40	seedream-4-2k	Bytedance	Proprietary	52.6	39/82	32/59	¥0.335 $0.050	¥33.5
41	flux-2-pro	Black Forest Labs	Proprietary	51.9	32/82	36/59	¥0.208 $0.031	¥20.8
42	wan2.7-image-pro	Alibaba	Proprietary	51.7	55/82	27/59	—	—
43	recraft-v4.1-utility-pro	Recraft	Proprietary	51.3	26/82	—	¥1.41 $0.210	¥140.6
44	wan2.7-image	Alibaba	Proprietary	51.3	56/82	29/59	—	—
45	Cosmos3-Super-Text2Image (Agentic)	Nvidia	OpenMDW-1.1	50.6	27/82	—	—	—
46	flux-2-flex 擅长多图编辑	Black Forest Labs	Proprietary	50.5	30/82	41/59	¥0.422 $0.063	¥42.2
47	grok-imagine-image-pro	SpaceXAI	Proprietary	50.0	28/82	—	¥0.469 $0.070	¥46.9
48	p-image-edit	—	Proprietary	49.8	—	45/59	—	—
49	flux-2-dev	Black Forest Labs	flux-non-commercial-license	49.5	38/82	43/59	¥0.167 $0.025	¥16.7
50	reve-v1.1-fast	Reve	Proprietary	49.3	—	47/59	¥0.268 $0.040	¥26.8
51	reve-v1.5	Reve	Proprietary	48.7	31/82	—	¥0.268 $0.040	¥26.8
52	Cosmos3-Super-Text2Image	Nvidia	OpenMDW-1.1	48.0	33/82	—	—	—
53	reve-edit-fast	Reve	Proprietary	47.8	—	48/59	¥0.268 $0.040	¥26.8
54	hunyuan-image-3.0	Tencent	tencent-hunyuan-community	47.6	35/82	—	¥0.201 $0.030	¥20.1
55	imagen-ultra-4.0-generate-001	Google	Proprietary	47.2	37/82	—	¥0.402 $0.060	¥40.2
56	seedream-4-high-res-fal 擅长多图编辑	Bytedance	Proprietary	45.8	51/82	44/59	¥0.301 $0.045	¥30.1
57	seedream-4-fal	Bytedance	Proprietary	45.5	46/82	46/59	¥0.335 $0.050	¥33.5
58	wan2.6-t2i	Alibaba	Proprietary	45.3	41/82	—	—	—
59	wan2.5-i2i-preview	Alibaba	Proprietary	45.1	—	50/59	—	—
60	recraft-v4.1-pro	Recraft	Proprietary	44.4	42/82	—	¥1.41 $0.210	¥140.6
61	imagen-4.0-generate-001	Google	Proprietary	43.7	43/82	—	¥0.268 $0.040	¥26.8
62	qwen-image-2512	Alibaba	Apache 2.0	43.0	44/82	—	¥0.134 $0.020	¥13.4
63	krea-2-medium	Krea	Proprietary	42.7	45/82	—	—	—
64	flux-2-klein-9b	Black Forest Labs	flux-non-commercial-license	42.3	62/82	42/59	¥0.100 $0.015	¥10.0
65	hidream-o1-image	HiDream	MIT	41.2	47/82	—	¥0.067 $0.010	¥6.70
66	wan2.5-t2i-preview	Alibaba	Proprietary	41.1	48/82	—	—	—
67	recraft-v4	Recraft	Proprietary	41.0	50/82	—	¥0.268 $0.040	¥26.8
68	krea-2-turbo	Krea	krea-2-community-license	40.6	52/82	—	—	—
69	krea-2-large	Krea	Proprietary	40.3	53/82	—	—	—
70	gpt-image-1 擅长多图编辑	OpenAI	Proprietary	39.7	49/82	55/59	¥0.281 $0.042	¥28.1
71	flux-1-kontext-max	Black Forest Labs	Proprietary	39.1	61/82	51/59	¥0.536 $0.080	¥53.6
72	seededit-3.0	Bytedance	Proprietary	38.3	—	54/59	—	—
73	gpt-image-1-mini 擅长多图编辑	OpenAI	Proprietary	38.0	54/82	56/59	¥0.074 $0.011	¥7.40
74	recraft-v4.1-flash	Recraft	Proprietary	38.0	57/82	—	—	—
75	flux-1-kontext-pro	Black Forest Labs	Proprietary	37.3	64/82	52/59	¥0.268 $0.040	¥26.8
76	mai-image-1	Microsoft AI	Proprietary	36.7	58/82	—	—	—
77	flux-2-klein-4b	Black Forest Labs	Apache 2.0	35.5	70/82	49/59	¥0.100 $0.015	¥10.0
78	z-image-turbo	Alibaba	Apache 2.0	35.0	59/82	—	—	—
79	seedream-3	Bytedance	Proprietary	34.6	60/82	—	¥0.268 $0.040	¥26.8
80	qwen-image-prompt-extend	Alibaba	Apache 2.0	30.6	63/82	—	—	—
81	imagen-3.0-generate-002	Google	Proprietary	30.1	65/82	—	¥0.201 $0.030	¥20.1
82	qwen-image	Alibaba	Apache 2.0	29.9	66/82	—	¥0.134 $0.020	¥13.4
83	ideogram-v3-quality	Ideogram	Proprietary	28.3	67/82	—	¥0.335 $0.050	¥33.5
84	photon	Luma AI	Proprietary	25.9	68/82	—	¥0.201 $0.030	¥20.1
85	p-image	—	Proprietary	25.4	69/82	—	—	—
86	flux-1-kontext-dev	Black Forest Labs	flux-1-dev-non-commercial-license	23.9	80/82	53/59	¥0.167 $0.025	¥16.7
87	runway-gen4	Runway	Proprietary	23.7	71/82	—	—	—
88	recraft-v3	Recraft	Proprietary	23.0	72/82	—	¥0.268 $0.040	¥26.8
89	flux-1.1-pro	Black Forest Labs	Proprietary	22.0	73/82	—	¥0.268 $0.040	¥26.8
90	gemini-2.0-flash-preview-image-generation	Google	Proprietary	21.7	77/82	57/59	¥0.268 $0.040	¥26.8
91	ideogram-v2	Ideogram	Proprietary	21.6	74/82	—	¥0.536 $0.080	¥53.6
92	lucid-origin	Leonardo AI	Proprietary	21.5	75/82	—	—	—
93	glm-image	Z.ai	MIT	21.4	76/82	—	¥0.234 $0.035	¥23.4
94	step1x-edit	StepFun	Apache 2.0	15.8	—	59/59	—	—
95	flux-1-dev-fp8	Black Forest Labs	Open	13.2	78/82	—	¥0.167 $0.025	¥16.7
96	dall-e-3	OpenAI	Proprietary	12.9	79/82	—	¥0.268 $0.040	¥26.8
97	bagel	Bytedance	Apache 2.0	10.2	82/82	58/59	¥0.469 $0.070	¥46.9
98	stable-diffusion-v35-large	—	Open	7.3	81/82	—	¥0.435 $0.065	¥43.5

图像编辑 · 细分场景榜

多图编辑44

视频模型

视频按秒计价，右侧折算为一条 5 秒片段的成本（Seedance / Kling 等模型的默认时长）

Rank	Model	厂商	License	能力分	文生视频	图生视频	视频编辑	¥/秒	5 秒片段
1	gemini-omni-1.1-flash	Google	Proprietary	99.4	1/48	2/48	—	—	—
2	wan3.0	Alibaba	Proprietary	97.0	6/48	3/48	1/10	—	—
3	dreamina-seedance-2.5-720p	Bytedance	Proprietary	96.4	7/48	4/48	2/10	—	—
4	flux-3-video	Black Forest Labs	Proprietary	96.3	3/48	—	—	—	—
5	grok-imagine-video-1.5-agent	SpaceXAI	Proprietary	96.1	4/48	—	—	—	—
6	minimax-h3	MiniMax	minimax-h3-community-license-agreement	95.5	8/48	1/48	3/10	—	—
7	gemini-omni-flash	Google	Proprietary	95.1	2/48	6/48	4/10	—	—
8	dreamina-seedance-2.0-720p	Bytedance	Proprietary	93.6	5/48	5/48	5/10	—	—
9	hidream-o1-video-1.0	HiDream	Proprietary	93.5	—	7/48	—	—	—
10	grok-imagine-video-1.5-720p	SpaceXAI	Proprietary	93.4	—	8/48	—	—	—
11	flux-3-video-20260811	Black Forest Labs	Proprietary	92.3	—	9/48	—	—	—
12	muse-video	Meta	Proprietary	90.2	9/48	—	—	—	—
13	wan2.7-i2v	Alibaba	Proprietary	88.7	—	11/48	—	—	—
14	happyhorse-1.0	Alibaba-ATH	Proprietary	85.2	10/48	10/48	6/10	—	—
15	grok-imagine-video-480p	SpaceXAI	Proprietary	81.4	—	16/48	—	¥0.335 $0.050	¥1.68
16	veo-3.1-audio	Google	Proprietary	79.5	12/48	13/48	—	¥3.35 $0.500	¥16.7
17	grok-imagine-video-720p	SpaceXAI	Proprietary	79.2	18/48	12/48	—	¥0.335 $0.050	¥1.68
18	veo-3.1-audio-1080p	Google	Proprietary	78.7	13/48	14/48	—	¥3.35 $0.500	¥16.7
19	veo-3.1-fast-audio	Google	Proprietary	78.3	14/48	15/48	—	¥1.00 $0.150	¥5.02
20	vidu-q3-pro	Shengshu	Proprietary	77.8	—	18/48	—	¥0.251 $0.037	¥1.25
21	veo-3.1-fast-audio-1080p	Google	Proprietary	76.8	15/48	17/48	—	¥1.00 $0.150	¥5.02
22	kling-v3-pro	KlingAI	Proprietary	76.3	—	19/48	—	¥1.13 $0.168	¥5.63
23	sora-2-pro	OpenAI	Proprietary	75.9	11/48	—	—	¥2.01 $0.300	¥10.0
24	veo-3-fast-audio	Google	Proprietary	72.1	16/48	21/48	—	¥1.00 $0.150	¥5.02
25	veo-3-audio	Google	Proprietary	72.0	19/48	20/48	—	¥5.02 $0.750	¥25.1
26	sora-2	OpenAI	Proprietary	71.8	17/48	—	—	¥0.669 $0.100	¥3.35
27	wan2.7-t2v	Alibaba	Proprietary	71.0	20/48	—	—	—	—
28	wan2.5-i2v-preview	Alibaba	Proprietary	70.8	—	22/48	—	¥0.335 $0.050	¥1.68
29	grok-imagine-video	SpaceXAI	Proprietary	69.6	—	—	7/10	¥0.335 $0.050	¥1.68
30	wan2.6-t2v	Alibaba	Proprietary	69.2	21/48	—	—	¥0.335 $0.050	¥1.68
31	kling-o3-pro	KlingAI	Proprietary	69.1	—	—	8/10	¥1.13 $0.168	¥5.63
32	wan2.6-i2v	Alibaba	Proprietary	68.8	—	23/48	—	¥0.335 $0.050	¥1.68
33	seedance-v1.5-pro	Bytedance	Proprietary	63.1	22/48	24/48	—	¥1.65 $0.247	¥8.27
34	pixverse-v5.6	—	Proprietary	61.1	26/48	25/48	—	¥0.268 $0.040	¥1.34
35	veo-3	Google	Proprietary	58.8	23/48	30/48	—	¥5.02 $0.750	¥25.1
36	kling-2.6-pro	KlingAI	Proprietary	58.8	29/48	26/48	—	¥0.469 $0.070	¥2.34
37	veo-3-fast	Google	Proprietary	58.3	24/48	31/48	—	¥3.35 $0.500	¥16.7
38	vidu-q2-turbo	Shengshu	Proprietary	57.7	—	33/48	—	¥0.134 $0.020	¥0.67
39	kling-2.5-turbo-1080p	KlingAI	Proprietary	57.5	28/48	27/48	—	¥0.469 $0.070	¥2.34
40	wan2.5-t2v-preview	Alibaba	Proprietary	56.0	25/48	—	—	¥0.335 $0.050	¥1.68
41	hailuo-2.3	MiniMax	Proprietary	55.3	32/48	29/48	—	¥0.301 $0.045	¥1.50
42	kling-v2.1-standard	KlingAI	Proprietary	55.2	—	36/48	—	¥0.562 $0.084	¥2.81
43	runway-gen4-aleph	Runway	Proprietary	54.9	—	—	10/10	¥1.00 $0.150	¥5.02
44	seedance-v1-pro	Bytedance	Proprietary	54.9	35/48	28/48	—	¥1.65 $0.247	¥8.27
45	vidu-q2-pro	Shengshu	Proprietary	54.3	—	39/48	—	¥0.251 $0.037	¥1.25
46	p-video	—	Proprietary	53.8	30/48	32/48	—	—	—
47	kling-o1-pro	KlingAI	Proprietary	53.6	33/48	—	9/10	¥0.750 $0.112	¥3.75
48	runway-gen-4.5	Runway	Proprietary	52.7	27/48	—	—	¥0.803 $0.120	¥4.02
49	ray-3	Luma AI	Proprietary	52.2	31/48	37/48	—	¥0.402 $0.060	¥2.01
50	hailuo-02-pro	MiniMax	Proprietary	51.8	34/48	35/48	—	¥0.536 $0.080	¥2.68
51	hailuo-02-standard	MiniMax	Proprietary	50.0	36/48	38/48	—	¥0.301 $0.045	¥1.50
52	kling-v2.1-master	KlingAI	Proprietary	49.5	40/48	34/48	—	¥1.13 $0.168	¥5.63
53	hailuo-02-fast	MiniMax	Proprietary	49.4	—	41/48	—	¥0.301 $0.045	¥1.50
54	hunyuan-video-1.5	Tencent	tencent-hunyuan-community	46.8	38/48	40/48	—	¥0.335 $0.050	¥1.68
55	kandinsky-5.0-t2v-pro	Kandinsky	MIT	44.7	37/48	—	—	—	—
56	veo-2	Google	Proprietary	43.8	39/48	44/48	—	¥3.35 $0.500	¥16.7
57	ltx-2-19b	—	ltx-2-community-license-agreement	42.4	41/48	45/48	—	—	—
58	wan-v2.2-a14b	Alibaba	Apache 2.0	41.5	42/48	43/48	—	¥0.335 $0.050	¥1.68
59	seedance-v1-lite	Bytedance	Proprietary	41.2	43/48	42/48	—	¥0.147 $0.022	¥0.73
60	kandinsky-5.0-t2v-lite	Kandinsky	MIT	34.5	44/48	—	—	—	—
61	ray2	Luma AI	Proprietary	30.9	46/48	46/48	—	¥0.268 $0.040	¥1.34
62	sora	OpenAI	Proprietary	27.4	45/48	—	—	¥0.669 $0.100	¥3.35
63	runway-gen4-turbo	Runway	Proprietary	25.6	—	47/48	—	¥0.335 $0.050	¥1.68
64	mochi-v1	Genmo AI	Apache 2.0	17.3	48/48	—	—	—	—
65	pika-v2.2	Pika	Proprietary	17.0	47/48	48/48	—	¥0.335 $0.050	¥1.68

能力分将各榜 Elo 按「榜首 = 100、900 分 = 0」归一，再对该模型参加过的榜取平均。各榜 Elo 上限不同（文生图榜首 1381、文生视频榜首 1512），直接比较会使上限较低的榜在加权中被低估。

擅长取自图像编辑的 7 个细分子榜：将总榜限制到子榜的同一批模型上重新排名后，名次仍前进 3 位以上者计入。子榜名次不可直接与总榜名次相减 —— 子榜 38 个模型、总榜 53 个，少 15 个对手会令所有模型的名次自动前移。

数据来源：Arena AI 真人盲测 2026-10-14 · 汇率 6.6938（2026-10-13，欧洲央行） · 完整榜单见排行榜