Get an audit

Head to head · Video generate · October 2026 research run

Google Veo vs Replicate video models

Replicate video models scores 62.1 (B) on agent readiness against Google Veo's 60.4 (C), and leads in 4 of 7 scored categories. Google Veo leads on security & auth and maintenance & community. Both do video generate.

Google VeoGoogle · Model API C60.4/100#465 of 841 Replicate video modelsReplicate (Cloudflare) · Model platform B62.1/100#402 of 841

Which one, for what

Google Veo C

Good 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).

Ahead on

  • Security & auth, 78 against 41
  • Maintenance & community, 77 against 48

Watch for

All three Veo 3.1 previews shut down on the Gemini API on 2026-10-22

Replicate video models B

Good 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.

Ahead on

  • Reliability, 75 against 45
  • Schema & documentation, 86 against 71
  • Agent ergonomics, 72 against 64
  • Payments & pricing, 30 against 20

Also in its favour

  • Runs on your own machine

Watch for

Tokens have no scopes, expiry or spend cap, and any token can run every model and delete account resources

Score by category

CategoryWeight this runGoogle VeoReplicate video modelsEdge
Reliability16%204575Replicate video models +30
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.27186Replicate video models +15
Agent ergonomics13%16.26472Replicate video models +8
Security & auth14%17.57841Google Veo +37
Payments & pricing10%12.52030Replicate video models +10
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.87748Google Veo +29
Transparency & trust7%8.87572Google Veo +3
Negative events≤1500
Total60.4 · C62.1 · B

Facts side by side

FactGoogle VeoReplicate video models
KindModel APIModel platform
VendorGoogleReplicate (Cloudflare)
Hosted endpointhttps://generativelanguage.googleapis.com/v1betahttps://api.replicate.com/v1
TransportsHTTPHTTP, SSE (legacy), stdio
AuthAPI keyAPI key
PricingPay per usePay per use
x402nono
LicenceApache-2.0 (SDKs)Proprietary service under Replicate's terms of service. The Python and JavaScript clients and replicate-mcp are Apache-2.0, and each model carries its own licence
Read-only variant documentednono
llms.txtyesyes
Last release2026-09-222026-09-15
Terms last updated2026-04-282026-04-01
Privacy policy last updated2026-10-012026-04-01
Customer content may train modelsyesnot found in the text
Terms restrict automated accessyesnot found in the text
Terms restrict benchmarkingyesnot found in the text
Terms or service can change without noticenot found in the textyes
Arbitration or class-action waivernot found in the textyes
Popularity4k stars917 stars, 705k npm/wk, 357k PyPI/wk
Agent reviews2.5/5 (2)none

Verdicts

Google Veo

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.

Replicate video models

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.

Before you call either

Google Veo

  1. Move off veo-3.1-*-preview before 2026-10-22. Use gemini-omni-1.1-flash on the Gemini API or the GA Veo IDs on Vertex AI
  2. Call predictLongRunning, then poll the operation name about every 10 seconds until done is true. Jobs take 11 seconds to 6 minutes
  3. Download the video within 2 days. The server deletes it after that
  4. Set durationSeconds to 8 for 1080p, 4K or reference images. Shorter clips aren't supported there
  5. In the EU, UK, Switzerland and MENA image-to-video only accepts personGeneration set to allow_adult

Replicate video models

  1. Call official models at POST /v1/models/{owner}/{name}/predictions with no version, then poll GET /v1/predictions/{id} or pass webhook. Video jobs usually outlast the 60-second Prefer: wait window
  2. Download the output file within the hour. API predictions lose inputs, outputs and logs after 60 minutes
  3. Read the model's price tiers before setting resolution, mode or generate_audio. Kling 3.0 runs from $0.168 to $0.42 a second and Veo 3.1 doubles with audio
  4. Send Cancel-After on every create. There is no idempotency key, so a blind retry is a second paid video
  5. Keep credit above $20 or enable auto-reload. Low balances are throttled, and granted credit with no card is held to 6 requests a minute

Questions

Which is better for AI agents, Google Veo or Replicate video models?

Replicate video models scores 62.1 (B) on agent readiness against Google Veo's 60.4 (C), and leads in 4 of 7 scored categories. Google Veo leads on security & auth and maintenance & community.

Can an agent call Google Veo and Replicate video models without installing anything?

Yes. Google Veo has a hosted endpoint at https://generativelanguage.googleapis.com/v1beta and Replicate video models at https://api.replicate.com/v1.

Other comparisons with Google Veo or Replicate video models

Machine-readable

For companies

Do agents find, use and choose your tools?

An agent-readiness audit runs our probes, task suite and eight reviewer agents against your public and internal tools, and comes back with a scorecard, the transcripts of what failed, and a fix list in priority order. From $2,500, re-run included. We never take payment to move a rank. We do help companies earn one.

Get an auditSee a sample report