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Model Comparison

HappyHorse 1.1 vs FLUX.3 VideoWhich Is Better in 2026?

Alibaba: HappyHorse 1.1 logoAlibaba•Black Forest Labs: FLUX.3 Video logoBlack Forest Labs

HappyHorse 1.1 vs FLUX.3 Video: which should you choose in 2026?

HappyHorse 1.1 (by Alibaba) and FLUX.3 Video (by Black Forest Labs) are compared below. Here is how they stack up on benchmarks, price, and capabilities, and which one to pick in 2026.

There are not enough shared, protocol-compatible benchmark results to declare a performance leader.

Choose HappyHorse 1.1 if…

  • • your own prompt tests favor its output; shared comparable evidence does not identify a unique advantage

Choose FLUX.3 Video if…

  • • your own prompt tests favor its output; shared comparable evidence does not identify a unique advantage

The benchmark count includes only results measured with a matching benchmark version and protocol. Arena scores are shown separately. Missing, preliminary, and incompatible data is not treated as a controlled win. Published point-score comparisons are labeled separately when protocol details are incomplete. For text-output models, the verdict also compares token pricing and context windows.

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Performance benchmarks

Every value links to its source. A dash means that no reviewed result is available for that exact model and protocol.

HappyHorse 1.1 and FLUX.3 Video benchmark results
BenchmarkHappyHorse 1.1FLUX.3 Video
AutomationBench-AA

A 657-task benchmark of multi-step work across simulated SaaS applications in six business domains. The Artificial Analysis protocol reports a guardrail-aware score and is distinct from both the public Zapier split and the unrelated dynamic AutoBench framework.

Guardrail-aware score

——
BrowseComp

A benchmark of difficult, verifiable information-seeking questions designed to measure an agent's ability to locate hard-to-find facts through web browsing.

Accuracy

——
OSWorld-Verified

A verified computer-use benchmark in which multimodal agents operate desktop applications and are graded from the resulting environment state.

Mean task reward

——
SWE-Bench Verified

A human-validated subset of real GitHub issues used to measure whether a coding agent can produce repository patches that resolve the associated tests.

Resolved

——
Terminal-Bench 2.1

Version 2.1 of the benchmark for completing realistic tasks in terminal environments. Harness, resource limits, and attempt count are part of the protocol.

Mean task success

——
AutoBench

A dynamic LLM evaluation framework in which models generate questions, answer them, and participate in reciprocal peer assessment. AutoBench is distinct from Zapier's AutomationBench.

Weighted peer-assessment score

——
GPQA Diamond

The highest-quality subset of Graduate-Level Google-Proof Q&A, designed to test expert-level scientific reasoning in biology, physics, and chemistry.

Accuracy

——
Humanity's Last Exam

A 2,500-question expert-level benchmark spanning dozens of academic fields. Tool-assisted and no-tools results are separate protocols and must not be merged.

Accuracy

——

Benchmark sources

    Reviewed evidence last updated 2026-08-09.

    Pricing, capabilities, and model facts

    HappyHorse 1.1 and FLUX.3 Video model facts
    FeatureHappyHorse 1.1FLUX.3 Video
    Context & model facts
    DeveloperAlibabaBlack Forest Labs
    API providerAlibabaBlack Forest Labs
    Input context——
    Maximum output——
    Released——
    Added to WritingmateJun 24, 2026Aug 4, 2026
    LicenseNot availableNot available
    Knowledge cutoff——
    Capabilities
    InputsText, ImageText, Image, Video
    OutputsVideoVideo
    Provider endpoint accepts tool parametersNoNo
    ReasoningNoNo
    VisionYesYes
    Image GenerationNoNo
    Video GenerationYesYes
    API performance
    p95 latencyNot measuredNot measured
    Output throughputNot measuredNot measured
    Writingmate shows API performance only when both models have enough observations from the same measurement window, prompt profile, and provider. Third-party latency values are not copied into this table.

    Data sources

    • Writingmate model catalog (pricing, limits, and availability)

    Catalog data last updated Aug 4, 2026.

    Why Pay for Multiple Subscriptions?

    Comparing HappyHorse 1.1 from Alibaba with FLUX.3 Video from Black Forest Labs? Instead of managing separate API keys and subscriptions, get both with Writingmate.

    Subscription-plan access for HappyHorse 1.1 and FLUX.3 Video
    PlanPriceHappyHorse 1.1FLUX.3 VideoAI ImagesAI Video
    Writingmate Pro
    Most popular
    		$20/moIncludedIncludedNano Banana Pro, FLUX.2, DALL-E & moreSora 2, VEO 3.1
    Writingmate Ultimate
    Power users
    		$60/moIncludedIncludedNano Banana Pro, FLUX.2, DALL-E & moreSora 2, VEO 3.1
    View Plans & Pricing

    HappyHorse 1.1 vs FLUX.3 Video FAQ

    Which is better, HappyHorse 1.1 or FLUX.3 Video?

    There are not enough shared, protocol-compatible benchmark results to declare a performance leader.

    Which model is cheaper to use through an API?

    A comparable blended token price is not available for both models. Check the API pricing rows for the values that are currently published.

    Which model supports more context?

    Comparable context-window data is not available for both models.

    Can I switch between HappyHorse 1.1 and FLUX.3 Video?

    Yes. Use the model selector on this page to open any current Writingmate model comparison. You can also run the same prompt with both models in Writingmate.