AI 视频生成模型横向对比：竞技场排名、真实实测与价格（2026年7月）

结论先行

If you only read one paragraph: the September 2026 arenas have a new top tier. Wan 3.0 (#2 text-to-video) and MiniMax H3 (#3 text-to-video, #1 image-to-video) both arrived since our July snapshot and both are live on our platform — but they are new, with only a handful of production runs behind them, so we still route "keeper" clips to Seedance 2.0, now #5 on both boards and still the strongest multi-shot model in our lineup. Grok Imagine 1.5 is the value pick for animating a photo (#8 on the image-to-video arena at a fraction of anyone else's price). HappyHorse 1.1 is the one to use when your clip needs to talk — native audio and lip-sync, #8 t2v / #7 i2v. And Veo 3.1 remains the cinematic splurge. Everything below is the evidence.

Rankings snapshot: September 21, 2026, from the Artificial Analysis text-to-video and image-to-video arenas (blind user-vote Elo). Artificial Analysis rebased its Elo scale between our July and September snapshots, so the absolute numbers on this page are not comparable to the July ones — only the order is. We re-check the arenas monthly and update this page when the order changes.

我们怎么排名：竞技场投票 + 自家实测

市面上大多数「最佳 AI 视频生成器」榜单，不过是某位作者看了几条演示视频的个人印象。我们想要的是一份经得起抬杠的榜单，所以本页结合了两个更硬的信源。

• 竞技场排名——Artificial Analysis 运营着公开竞技场，成千上万的用户对同一提示词的两条生成结果进行盲投，产出按任务划分（文生视频、图生视频）的 Elo 排行榜。这是业内最接近客观质量排名的东西，也是我们在产品内做模型推荐路由用的同一份数据。
• 自家真实生成——这些模型每一个都在 CreateVision AI 的生产环境里跑着。针对平价档，我们发布过一次完整的同提示词对决：16 条真实嵌入的输出视频，实测挂钟速度；其中几条原样嵌在下文，未做任何修饰。
• 真实价格——本页每一个成本数字，都是你今天在我们平台上实际要付的每秒积分费率，而不是营销话术里的「XX 起」。

有一点坦白交代：这些模型的使用权都是我们在卖的，全部都是。我们没有任何偏袒某一家的动机——哪个模型赢下竞技场，哪个模型就赢下本页。

全景一张表

Twelve models cover essentially every real use case in September 2026. Arena standing is from Artificial Analysis; credits are our live per-second rates (a typical clip is 6–10 seconds, so multiply accordingly).

Rates are per second of 720p output; higher resolutions cost more on some models. Kling 3.0 Motion Control (825/s) and OmniHuman 1.5 (450/s) are specialist tools covered in their own section below.

文生视频模型

Text-to-video is the hardest task in generative AI right now: the model has to invent subject, motion, camera and lighting from words alone. The arena order shifted hard between July and September: two models that were not on the July board now sit above the July leader.

Wan 3.0 and MiniMax H3 — the two arrivals since July (#2 and #3)

Alibaba's Wan 3.0 is #2 on the text-to-video arena (Elo 1229, two points behind Google's Gemini Omni Flash, which we do not host) and #6 on image-to-video (1164). Its headline feature is length: up to 30-second takes in one generation, with native audio and multimodal references, from 40 credits/sec at 480p (80/s at 720p, 160/s at 1080p). MiniMax H3 (Hailuo 3) is #3 on text-to-video (Elo 1227) and #1 on image-to-video (1195) — the best model on the arena for animating a photo — at 55 credits/sec for 768p and 90/s for 2K, with native audio. Both are live on CreateVision AI. Both are also new to our production stack with only a handful of runs behind them, so for now we treat them as "reach for it when the brief needs 30 seconds or the very best photo animation" rather than the default; we will move our keeper-clip routing once we have reliability data.

Seedance 2.0 — the July leader, now #5 (Elo 1210)

ByteDance's Seedance 2.0 led the text-to-video arena in July; on the September board it sits #5 (Elo 1210), within 20 points of the new leaders. In our production experience its edge is still multi-shot coherence: it can hold a subject through 2–3 hard cuts inside one 10-second clip, which nothing else at this price does — and until the two newcomers above have a reliability track record, it remains where we route final clips. At 50 credits/sec it is also reasonably priced for a flagship. The Fast variant (35/s) trades some polish for speed, and Mini (15/s) is the drafting tier we route free-form experiments to.

Wan 2.7 — identity lock, now #10 (Elo 1098)

Alibaba's Wan 2.7 was the surprise #2 of the July board; on the rebased September scale the June build sits #7 (Elo 1149) and the current build #10 (1098), overtaken mostly by its own successor. Its signature trick is unchanged — reference identity lock: feed it up to 5 reference images and it keeps the same face across a 15-second multi-shot story, with native audio included. At 40 credits/sec it still undercuts most of the table, and it is the proven choice while Wan 3.0 is new.

Kling 3.0 — motion quality specialist (#12, Elo 1095)

Kuaishou's Kling 3.0 (1080p Pro tier) sits #12 on the text-to-video arena (the 720p tier is #13) but earns its place on motion: fast action, dance, sports and physical contact look more natural than on most rivals. It is per-second priced with optional sound, and the Turbo variant (55/s, silent) is the sensible default for action drafts. In our four-round budget shootout, Kling 3.0 Turbo was also the fastest generator on average.

Veo 3.1 — the cinematic option (#14, Elo 1088)

Google's Veo 3.1 sits mid-table on the arena (#14, with Veo 3.1 Fast at #15) but that undersells what it is for: film-grade lighting, lens language and dialogue-with-audio in one pass. It is the model we route explicit "cinematic / film-grade" briefs to — and at 300 credits/sec (Fast) to 640/s (Pro), it is priced like the specialist it is. Clips are capped at 4/6/8 seconds.

Also on the arena: Google's Gemini Omni Flash holds #1 (Elo 1233) but is not available on our platform, so it is absent from the tables; HappyHorse 1.1 sits #8 (1147) and is covered in the audio section; SkyReels V4 (#11, 1095) and Vidu Q3 Pro (#19, 1078) sit mid-table; Sora 2 is #17 (1083); and Seedance 1.5 Pro (#29, Elo 1000), last year's audio flagship, is now outclassed by HappyHorse 1.1 on both rank and price.

来自我们同提示词平价对决的真实生成结果（输出未经修饰）

图生视频模型

Image-to-video — animating a photo or a generated still — is where the arena order diverges sharply from marketing budgets. MiniMax H3 leads (#1, Elo 1195), with Gemini Omni Flash at #3, Seedance 2.0 at #5 and Wan 3.0 at #6 — but the best value on the board belongs to a model most lists ignore entirely.

Grok Imagine 1.5 — #8 on the arena at 5 credits/sec (Elo 1099)

xAI's Grok Imagine 1.5 is the single best value in AI video, full stop. It ranks #8 on the image-to-video arena — still above Veo 3.1 (#11), above every Kling tier (#19–20) — while costing 5 credits per second: a 10-second clip for 50 credits, when the same clip costs 500 on Seedance 2.0. It requires a source image (there is no text-to-video mode), keeps identity locked, and ships native audio. In our own image-to-video identity test it produced the fastest generation of the round (78s) with the source face intact. If you are animating photos and not paying attention to Grok, you are overpaying by an order of magnitude.

Seedance 2.0 — #5, still our keeper-clip default (Elo 1174)

No longer the arena leader, but still the safest pick for reference-driven final renders: strongest subject preservation across beats, reliable two-person interaction, and the same multi-shot coherence as its t2v side. When a clip is a keeper — a couple video, a product hero — this is where we route it, until MiniMax H3 (#1, Elo 1195) and Wan 3.0 (#6, 1164) have enough production runs behind them to earn that slot.

HappyHorse 1.1 (#7, Elo 1106) and Wan 2.7 (#12, Elo 1078) sit just behind — both are covered in the audio section below, because that is where they truly differentiate.

Hailuo 02 (MiniMax) deserves a note despite sitting outside the arena top tier: it is priced per whole clip, not per second (6s or 10s, fixed), which makes it the most predictable line item on this page — and its physics-driven motion is genuinely natural. Our budget shootout rated it the best value for clean single-shot clips.

来自我们同提示词平价对决的真实生成结果（输出未经修饰）

音频与唇形同步模型

Most video models generate silent clips. Three proven ones generate sound natively — the September newcomers Wan 3.0 and MiniMax H3 do too, with the few-runs caveat above — and one of them is the reason we stopped recommending last year's audio flagship.

HappyHorse 1.1 — the audio default (#8 t2v · #7 i2v)

HappyHorse 1.1 generates speech, ambience and lip-sync in the same pass as the visuals, across 6 languages, at 65 credits/sec with 1080p support. It ranks #8 on the text-to-video arena and #7 on image-to-video — no longer top-3 after the September rebase, but still the model whose lip-sync we trust most. Talking characters, voiceover product clips, dialogue scenes: this is the default. It replaced Seedance 1.5 Pro (Elo 1000, 70/s) as our audio recommendation the day we checked the July arena — better ranked, cheaper, more capable — and the September re-rank did not change that call.

Wan 2.7 — audio plus identity lock

Wan 2.7 also ships native audio, and combines it with the 5-reference identity lock and 15-second multi-shot ceiling. For a narrated story where the same character must persist shot-to-shot, it is the more structural choice; for pure talking-head realism, HappyHorse's lip-sync is tighter.

Veo 3.1 (Fast and Pro) generates dialogue with audio too — at cinematic quality and cinematic prices. Use it when the brief says "film", not when it says "talk".

专项模型：动作控制与数字人

有两个模型解决的是通用表格解决不了的问题。

Kling 3.0 Motion Control——从参考视频迁移动作

喂给它一条参考视频加一张角色图片，它就把动作迁移到你的角色身上——舞蹈动作、镜头调度、打斗走位（3–30 秒，825 积分/秒）。它是我们测过的唯一达到生产级的动作迁移模型，定价也符合这个身份。当动作本身就是需求时，用它。

OmniHuman 1.5——照片 + 音频 → 会说话的人

ByteDance 的 OmniHuman 1.5 把一张照片加一条音轨（或文字转语音）变成一个会说话、带手势的真人视频——它是我们 AI Avatar 工作流背后的引擎，配备横跨 10 种语言的 60 个音色库。它和提示词驱动的视频属于不同品类：确定性的输入、主持人风格的输出，450 积分/秒。

平价之选

如果你的问题只是「用最少的钱拿到一条像样的视频」，我们写过一篇专门的深度评测：用完全相同的提示词跑遍 Grok Imagine 1.5、Seedance 2.0 Mini、Kling 3.0 Turbo 和 Hailuo 02——16 次真实生成、实测速度、嵌入的输出视频和翻车案例。

读完整平价对决：2026 最佳平价 AI 视频生成器 →

一句话总结：有起始图片就选 Grok Imagine 1.5；纯文生视频草稿选 Seedance 2.0 Mini（15/秒）；想要单条固定价选 Hailuo 02；生成速度压倒一切时选 Kling 3.0 Turbo。

怎么选（以及怎么跳过选择）

The honest answer to "which model should I use" is: it depends on the brief, and it changes monthly. This is the routing table we actually use in production:

Or skip the table entirely: our Ava agent applies exactly this routing automatically — describe the clip in plain language, and she picks the arena-ranked model, writes the timed storyboard prompt, and shows you the credit cost before anything generates.

常见问题