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Model Comparison

FLUX Video Upscale vs Muse Spark 1.2 ContributorWhich Is Better in 2026?

Black Forest Labs: FLUX Video Upscale logoBlack Forest Labs•Meta: Muse Spark 1.2 Contributor logoMeta

FLUX Video Upscale vs Muse Spark 1.2 Contributor: which should you choose in 2026?

FLUX Video Upscale (by Black Forest Labs) and Muse Spark 1.2 Contributor (by Meta) 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 FLUX Video Upscale if…

  • • you need video generation

Choose Muse Spark 1.2 Contributor if…

  • • you need a model with explicit reasoning support
  • • you need image inputs

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.

FLUX Video Upscale and Muse Spark 1.2 Contributor benchmark results
BenchmarkFLUX Video UpscaleMuse Spark 1.2 Contributor
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

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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

    FLUX Video Upscale and Muse Spark 1.2 Contributor model facts
    FeatureFLUX Video UpscaleMuse Spark 1.2 Contributor
    Context & model facts
    DeveloperBlack Forest LabsMeta
    API providerBlack Forest LabsMeta
    Input context—1,048,576 tokens
    Maximum output——
    Released——
    Added to WritingmateAug 19, 2026Aug 21, 2026
    LicenseNot availableNot available
    Knowledge cutoff——
    Capabilities
    InputsText, VideoText, Image, Video, File, Audio
    OutputsVideoText
    Provider endpoint accepts tool parametersNoYes
    ReasoningNoYes
    VisionNoYes
    Image GenerationNoNo
    Video GenerationYesNo
    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 21, 2026.

    Why Pay for Multiple Subscriptions?

    Comparing FLUX Video Upscale from Black Forest Labs with Muse Spark 1.2 Contributor from Meta? Instead of managing separate API keys and subscriptions, get both with Writingmate.

    Subscription-plan access for FLUX Video Upscale and Muse Spark 1.2 Contributor
    PlanPriceFLUX Video UpscaleMuse Spark 1.2 ContributorAI 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

    FLUX Video Upscale vs Muse Spark 1.2 Contributor FAQ

    Which is better, FLUX Video Upscale or Muse Spark 1.2 Contributor?

    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 FLUX Video Upscale and Muse Spark 1.2 Contributor?

    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.