Best of · Content generation
Best video generation for AI agents
The 10 highest-scoring of 13 video generation on the Anchor benchmark, with a pick for each need and where each one falls short. Scores come from public evidence, re-checked as vendors change.
- 13 ranked
- 0 agent-ready
- 13 hosted endpoints
- Updated 9 October 2026
Top three
Picks by need
Worked out from the scores, prices and facts, so they change when the research does.
Schema & documentation
96/100 on schema & documentation, against 89 for the overall leader.
Agent ergonomics
Seedance on BytePlus ModelArk C
85/100 on agent ergonomics, against 81 for the overall leader.
Security & auth
80/100 on security & auth, against 63 for the overall leader.
Transparency & trust
77/100 on transparency & trust, against 60 for the overall leader.
The shortlist
| # | Tool | Grade | Best for | Price | Where |
|---|---|---|---|---|---|
| 1 | fal video models fal (Features & Labels, Inc.) |
B 68.9 | An agent or team that wants to compare or switch between Seedance, Kling, Veo, MiniMax, Wan and open-weights video models with one key and one queue contract. | Pay per use | hosted |
| 2 | Alibaba Wan (Model Studio) Alibaba Cloud |
B 65.1 | Best when one call has to turn mixed references (images, clips, audio, a document) into a long clip with sound, or when you want the option to self-host older Wan weights. | Freemium | hosted |
| 3 | Higgsfield API Higgsfield Inc. |
B 63.5 | An agent that wants several vendors' video models behind one key, one request lifecycle and safe retries, at published per-second prices. | Pay per use | hosted |
| 4 | Replicate video models Replicate (Cloudflare) |
B 62.1 | An agent that wants several vendors' video models behind one token and one request shape, or open models such as Wan next to closed ones. | Pay per use | hosted and local |
| 5 | Runway API Runway |
C 60.8 | Agents that want one key for Runway's own editing models (Aleph 2.0, Act-Two) and a menu of third-party models with one billing system. | $0.01 / credit | hosted |
| 6 | Google Veo |
C 60.4 | Teams already on Google Cloud who want sound with every clip and a choice between cheap (Lite) and top quality (Veo 3.1, 4K). | Pay per use | hosted |
| 7 | MiniMax Video API MiniMax |
C 60 | Agents that want cheap 2K with sound and a spec-first API, or teams that want weights they can inspect. | Pay per use | hosted and local |
| 8 | Seedance on BytePlus ModelArk BytePlus |
C 59.3 | Agents that need long clips (up to 30 seconds), many reference assets, video editing and extension, or 4K, bought direct from the model's maker with callbacks and restricted keys. | Pay per use | hosted |
| 9 | Luma AI API Luma AI |
D 48.2 | Pipelines that want one model for generate, edit, extend and reframe, and colourists who want HDR and EXR. | Pay per use | hosted |
| 10 | Pika API Pika (Mellis, Inc.) |
D 47.3 | Agents that want one key and one schema across many video models, priced before each call, and Pika's own effects models. | $10 / mo | hosted |
3 more are ranked in the full table.
How to choose
- Price per second of outputCheck the price per second of generated video, including any audio and resolution charges, because the bill for an agent's clips scales with their length.
- Asynchronous job handlingCheck whether jobs return by callback or polling and how long they take, because an agent waiting on a clip has to hold state until it finishes.
- Clip length and inputsCheck the maximum clip length and which image inputs are accepted for image-to-video, because a clip longer than the cap must be stitched together by your agent.
- Output licence and labellingCheck the licence on generated video and any labelling rules, because an agent publishing clips must know what it may reuse and how to mark them.
Each one in detail
fal video models
B 68.9/100fal hosts third-party and open-weights video models, including Seedance, Kling, Veo, MiniMax and Wan, behind one queue API, one key and a hosted MCP server.
Verdict One key and one queue API reach 137 active text-to-video endpoints, each with a published price, an OpenAPI document and an llms.txt. Billing units, duration formats and audio pricing differ per model, there is no free tier, and a person must sign up in a browser and buy credit.
Choose it for An agent or team that wants to compare or switch between Seedance, Kling, Veo, MiniMax, Wan and open-weights video models with one key and one queue contract.
Strengths
- 159 text-to-video endpoints in the catalogue API on 8 October 2026, 137 active, plus image-to-video and video-to-video categories of more than 100 each
- Each model has a per-endpoint OpenAPI document and an llms.txt with schema, defaults, examples and price
- Queue with status, cancel, webhooks, server-side retries up to 10 times and backup domains
falrun.comandqueue.falrun.com
Weaknesses
- Billing differs per model (per second by resolution, per second by audio, per 1,000 tokens), and Kling v3 Pro shows $0.14 on the pricing page against $0.112 or $0.168 on its model page
- No standing free tier, no machine payment protocol, and sign-up and credit purchase need a person in a browser
- 22 text-to-video endpoints, Sora 2 and Veo 3 among them, are marked deprecated in the catalogue with no removal date or changelog entry
Price Pay per useAuth OAuth or keyx402 nohosted
Alibaba Wan (Model Studio)
B 65.1/100Alibaba's Wan video models on Alibaba Cloud Model Studio (DashScope).
Verdict Wan 3.0 clips run 2 to 30 seconds at up to 1080p with audio on by default. Result URLs and task ids expire after 24 hours.
Choose it for Best when one call has to turn mixed references (images, clips, audio, a document) into a long clip with sound, or when you want the option to self-host older Wan weights.
Strengths
- Wan 3.0 clips run 2 to 30 seconds at up to 1080p with audio on by default
- Keys can be limited to 30 models and an IP allow-list, and temporary keys last at most 30 minutes
- Published decommissioning policy, 3 months for mainline models and 30 days for snapshots
Weaknesses
- Result URLs and task ids expire after 24 hours
- No webhook or callback, so every job is polled
- No OpenAPI document for the video endpoints
Price FreemiumAuth API keyx402 nohosted
Higgsfield API
B 63.5/100Higgsfield's API for generating images and video from its own models (Genjutsu, Soul, Cinema Studio) and hosted ones such as Kling, Seedance and Wan. Requests are asynchronous, with polling or webhooks, and Python and TypeScript SDKs.
Verdict One asynchronous API for 67 video and 17 image catalogue entries, with idempotency keys, per-second list prices public without a login, and failed or moderated jobs not charged. API inputs and outputs train Higgsfield's models unless the workspace opts out, and the docs carry no changelog. The API returns 400 at the concurrency limit, with no Retry-After.
Choose it for An agent that wants several vendors' video models behind one key, one request lifecycle and safe retries, at published per-second prices.
Strengths
- Per-second list prices for each model on open.higgsfield.ai/pricing without a login, and an
/estimate/...call that returns the cost before submitting Idempotency-Keyon every generation endpoint, with replays returning the originalrequest_idand no second charge- Requests ending
failedornsfwaren't charged, and a queued request cancelled before it starts is refunded
Weaknesses
- API inputs and outputs can train Higgsfield's models by default. The opt-out is a workspace setting, processed within 10 business days
- Reaching the concurrency limit returns
400 Bad Requestwith a message string, and the docs say no rate-limit headers orRetry-Afterare sent - No changelog was found in the docs, although the API terms name one as the channel for deprecations and removals
Price Pay per useAuth API keyx402 nohosted
Replicate video models
B 62.1/100Replicate runs third-party and open video models, among them Veo 3.1, Kling 3.0, Runway Gen-4.5, Seedance 2.0 and Wan, through one predictions API with Python and JavaScript clients and an MCP server.
Verdict One bearer token reaches more than twenty official video models at published per-second prices, each with a typed input schema, and failed runs aren't charged. Tokens have no scopes or spend cap, no SLA is published, and the terms let Replicate withdraw any model without notice.
Choose it for An agent that wants several vendors' video models behind one token and one request shape, or open models such as Wan next to closed ones.
Strengths
- Official video models bill per second of output at prices shown on each model page, from $0.10 for Wan 2.7 to $0.40 for Veo 3.1 with audio
- Every model publishes a typed input schema, and the four we read require only
prompt - Failed runs aren't charged, and a
Cancel-Afterheader ends a job after a set time
Weaknesses
- Tokens have no scopes, expiry or spend cap, and any token can run every model and delete account resources
- No SLA is published and the terms disclaim service levels. Replicate may withdraw a model without notice
- No idempotency key on prediction creates, and a 429 carries a wait time in the body with no
Retry-Afterheader documented
Price Pay per useAuth API keyx402 nohosted and local
Runway API
C 60.8/100Runway Dev, the HTTP API for Runway's own video models (Gen-4.5, Gen-4 Turbo, Aleph 2.0, Act-Two) plus resold third-party models (Veo 3.1, Seedance, WAN 3.0, Hailuo, Grok Imagine).
Verdict OpenAPI 3.1, llms.txt and Markdown copies of every docs page. Gen-3 Alpha Turbo and Gen-4 Aleph were removed on 2026-07-30 with no prior notice in the changelog.
Choose it for Agents that want one key for Runway's own editing models (Aleph 2.0, Act-Two) and a menu of third-party models with one billing system.
Strengths
- OpenAPI 3.1, llms.txt and Markdown copies of every docs page
- One API for Runway's models and many third-party ones at published per-second prices
- Over-limit tasks queue as THROTTLED instead of returning errors
Weaknesses
- Gen-3 Alpha Turbo and Gen-4 Aleph were removed on 2026-07-30 with no prior notice in the changelog
- Prepaid credits only, $10 minimum, no free generation credits
- No idempotency key and no Retry-After guidance found
Price $0.01 / creditAuth API keyx402 nohosted
Google Veo
C 60.4/100Google's Veo video models through the Gemini API (predictLongRunning) and Vertex AI.
Verdict Audio on every Veo 3.1 clip, up to 4K on Veo 3.1 and Fast. All three Veo 3.1 previews shut down on the Gemini API on 2026-10-22.
Choose it for Teams already on Google Cloud who want sound with every clip and a choice between cheap (Lite) and top quality (Veo 3.1, 4K).
Strengths
- Audio on every Veo 3.1 clip, up to 4K on Veo 3.1 and Fast
- Lite at $0.05 a second for 720p with audio
- Keys restrictable to the Gemini API and by IP or app, with OAuth and IAM on Vertex AI
Weaknesses
- All three Veo 3.1 previews shut down on the Gemini API on 2026-10-22
- Veo 2.0 and 3.0 already shut down on 2026-06-30
- No free tier and no per-model rate limits published
Price Pay per useAuth API keyx402 nohosted
MiniMax Video API
C 60/100MiniMax's API for generating video.
Verdict 2K with stereo audio at $0.13 a second, 768P at $0.08. No statement found on whether API inputs train models, and the privacy policy needs a browser.
Choose it for Agents that want cheap 2K with sound and a spec-first API, or teams that want weights they can inspect.
Strengths
- 2K with stereo audio at $0.13 a second, 768P at $0.08
- OpenAPI 3.1 file with enums, typed errors and examples for the V2 video API
- Callbacks, a paginated task list and a delete call
Weaknesses
- No statement found on whether API inputs train models, and the privacy policy needs a browser
- No free tier, no SLA and no security.txt
- Pay-as-you-go rate limits aren't published
Price Pay per useAuth API keyx402 nohosted and local
Seedance on BytePlus ModelArk
C 59.3/100Seedance is ByteDance's family of video generation models, sold through the BytePlus ModelArk API. An agent creates an asynchronous task from text, images, video or audio and collects an MP4 by polling or callback.
Verdict The video task API documents limits, error codes and per-model parameters in detail, with callbacks, a filterable task list and API keys restrictable by model and IP address. No status page, OpenAPI file or free video quota was found, the newest models need a USD 30 balance, and BytePlus model services are not sold in the United States.
Choose it for Agents that need long clips (up to 30 seconds), many reference assets, video editing and extension, or 4K, bought direct from the model's maker with callbacks and restricted keys.
Strengths
- Rate limits are published per model. Seedance 2.5 allows 600 task creations a minute and 10 concurrent tasks for enterprise accounts, 180 and 3 for individuals
callback_urlposts each status change, and the task list filters by status, task ID, model and service tier with up to 500 results a page- API keys can be limited to named model IDs or endpoints and to an IP allowlist, and can be disabled or deleted
Weaknesses
- No status page was found on byteplus.com, the docs or the trust centre, and no SLA was found that names ModelArk inference
- No OpenAPI file was found. The reference pages are drawn by script and docs.byteplus.com has no llms.txt
- No free quota is listed for video models, and Seedance 2.5 and 2.0 need a USD 30 balance, savings plan or resource pack before activation
Price Pay per useAuth API keyx402 nohosted
Luma AI API
D 48.2/100Luma's video API for its Ray 3.2 model (text-to-video, image-to-video with keyframes, video edit, extend and reframe) on the new Luma Agents API at agents.lumalabs.ai.
Verdict Dollar prices per clip, $0.30 for 5 seconds at 720p, no credits to convert. Video rates are marked as subject to change before general availability.
Choose it for Pipelines that want one model for generate, edit, extend and reframe, and colourists who want HDR and EXR.
Strengths
- Dollar prices per clip, $0.30 for 5 seconds at 720p, no credits to convert
- 429s carry Retry-After and say whether the per-minute or concurrency limit was hit
- API terms rule out training on API inputs and outputs
Weaknesses
- Video rates are marked as subject to change before general availability
- Retirement dates for Ray 2 and Ray 3 go out by private email, not on a page
- No audio on Ray 3.2
Price Pay per useAuth API keyx402 nohosted
Pika API
D 47.3/100Pika's self-serve API for its video generation models.
Verdict Keyless catalogue with live prices and JSON input schemas for 162 operations. $10 a month membership before any usage, and no free generation.
Choose it for Agents that want one key and one schema across many video models, priced before each call, and Pika's own effects models.
Strengths
- Keyless catalogue with live prices and JSON input schemas for 162 operations
- Free price quotes before you submit
- Idempotency keys, signed webhooks and job deletion that erases media and prompts
Weaknesses
- $10 a month membership before any usage, and no free generation
- No status page, changelog or official SDK
- Terms allow training on anonymised or aggregated inputs and outputs
Price $10 / moAuth API keyx402 nohosted
Head to head
- Alibaba Wan (Model Studio) vs fal video models B 65.1 vs B 68.9
- fal video models vs Higgsfield API B 68.9 vs B 63.5
- fal video models vs Replicate video models B 68.9 vs B 62.1
- fal video models vs Runway API B 68.9 vs C 60.8
- Alibaba Wan (Model Studio) vs Higgsfield API B 65.1 vs B 63.5
- Alibaba Wan (Model Studio) vs Replicate video models B 65.1 vs B 62.1
- Alibaba Wan (Model Studio) vs Runway API B 65.1 vs C 60.8
- Higgsfield API vs Replicate video models B 63.5 vs B 62.1
- Higgsfield API vs Runway API B 63.5 vs C 60.8
- Replicate video models vs Runway API B 62.1 vs C 60.8
Questions
What are the highest-rated video generation for AI agents?
fal video models has the highest benchmark score of the 13 ranked video generation, 68.9 (B). Alibaba Wan (Model Studio) is second with 65.1 (B).
How many video generation are agent-ready?
0 of the 13 ranked here grade BB or better, the bar for agent-ready on the Anchor benchmark.
Which video generation accept x402 payments?
None of the ranked listings here accepts x402 for its main call yet.
How is this list ranked?
By the Anchor benchmark score out of 100, a weighted mean of the scored categories minus deductions for negative events, from public evidence re-checked as vendors change. Listings cannot pay for a place. The latest assessment behind this page is from 9 October 2026.
How this list is made
The order is the Anchor benchmark score, the same number as on each listing and in the top list. Each listing is graded from public evidence against the benchmark checklist, and the picks above are worked out from those grades, prices and facts. No listing pays for its place, and paid audits or listing help never change a score.
Full ranked table · 91 head-to-head comparisons · Best tools in every category