alibaba
Alibaba: HappyHorse 1.0
alibaba/happyhorse-1.0
Our take
AI-assisted analysis based on the sources below. Suitability is an editorial assessment; test it on your own workload.
HappyHorse 1.0 is a video generation model from Alibaba, listed in the OpenRouter catalog under the ID alibaba/happyhorse-1.0. Per the catalog, it produces short videos from a text prompt, a single starting image, or a set of reference images, accepting text and image inputs with video output. This profile relies solely on the OpenRouter catalog; an independent model card was not available in this source pack, and no benchmark results were reported, so its capabilities are source-reported rather than measured.[1]
Strengths
- Per the catalog, supports video generation from text prompts, a single starting image, or multiple reference images, which covers several common conditioning modes.[1]
- The catalog exposes standard generation controls such as temperature, top_p, seed, and max_tokens for this endpoint.[1]
- The catalog listed prompt and completion usage without per-token charges at retrieval time.[1]
Limitations
- Only OpenRouter catalog data was supplied; no independent model card, benchmark scores, or evaluation results were available, so output quality is unverified.[1]
- Key details are absent from the catalog: the description is truncated at the output limits, and no context length, knowledge cutoff, resolution, or maximum clip duration is specified.[1]
- Suitability for any real workload must be validated empirically, since all capability claims rest on a single catalog listing.[1]
Where to use it
- Prototyping short video clips from text prompts or a single product or concept image, pending quality validation.[1]
- Exploring reference-image-driven video drafts for creative or marketing workflows, subject to empirical testing.[1]
- Evaluating a catalog-listed video model that currently carries no per-token charges on OpenRouter before committing to a provider.[1]
Sources
- [1] OpenRouter catalog · Alibaba: HappyHorse 1.0Sources checked: Nov 13, 2026
About this model
Description below is the original text supplied by OpenRouter, shown in the source language.
HappyHorse 1.0 is a video generation model from Alibaba. It generates short videos from a text prompt, a single starting image, or a set of reference images, with output up...
Specifications
- Model ID
- alibaba/happyhorse-1.0
- Canonical ID
- alibaba/happyhorse-1.0-20260624
- Creator
- alibaba
- Added to OpenRouter
- 24.06.2026
- Context length
- 0
- Modality
- text+image->video
- Input modalities
- text, image
- Output modalities
- video
- Token pricing
- No per-token price in the source snapshot — see OpenRouter for the billing unit
- Knowledge cutoff
- —
- Expiration date
- —
Tasks and capabilities
A grade appears only where the source supplies a matching measurement for that task, the model is active and the cohort holds at least 10 comparable models. The capability column lists facts the source declares — supported formats, reasoning and tool parameters — which are not measured quality.
| Task | Grade | Source-declared capability |
|---|---|---|
| General quality | No measurement | — |
| Coding | No measurement | — |
| Agents | No measurement | — |
| Writing | No measurement | — |
| Reasoning | No measurement | — |
| Document analysis | No measurement | — |
| Vision | No measurement | input: image |
| Image generation | No measurement | — |
| Audio | No measurement | — |
| Video | No measurement | output: video |
| Embeddings | No measurement | — |
Evaluations
No evaluations are supplied for this model.
How grades work
Each letter grade compares a model only against other models scored by the same source and metric in the current snapshot. S means the top 10%, A the next 20%, B the next 30%, C the rest. Models without a published measurement are shown as not rated — a supported format alone never implies measured quality.
- S — S — top 10% of the cohort
- A — A — next 20% of the cohort
- B — B — next 30% of the cohort
- C — C — below the B band
Providers
Optional live provider statistics from OpenRouter. Missing values are unknown, not zero.
| Provider | Context length | Price in /1M | Price out /1M | Latency p50 (30m, s) | Throughput p50 (30m, tok/s) | Uptime (30m) |
|---|---|---|---|---|---|---|
| Alibaba | 0 | — | — | — | — | — |
Provider data retrieved: 13.11.2026
Related articles
No published articles identify this model yet.