Seed 2.1 Pro vs Muse Spark 1.3

Benchmark Performance

Available Benchmarks

No Protocol-Matched Benchmark Yet.Results appear here only when both models share the same benchmark version, metric, evaluation protocol, and evidence class.
FieldAt a Glance
ByteDance Seed · activeSeed 2.1 ProVerified Sep 3, 2026
Meta · previewMuse Spark 1.3Verified Sep 4, 2026

Technical Differences

Side-by-Side Facts

Indexable
FieldSeed 2.1 ProMuse Spark 1.3
DeveloperByteDance SeedMeta
FamilySeed 2 1Muse Spark
ModelSeed 2.1 ProMuse Spark 1.3
VersionSeed 2.1 ProMuse Spark 1.3
Lifecycleactivepreview
Released2026-06-232026-09-02
Knowledge cutoffUnknownUnknown
Input modalitiesText, Image, VideoText, Image, Video
Output modalitiesTextText
Context windowUnknownUnknown
Total parametersUnknownUnknown
Active parametersUnknownUnknown
LicenseUnknownUnknown
Open weightsNoNo
API availableYesYes
Self-hostableNoNo
Provider accessUnknownUnknown
Capabilitiesagents, chat, computer-use, generation, reasoning, structured_outputs, toolschat, computer-use, generation, reasoning, research, tools

12 comparable fields · 7 material differences · Pair passes the primary-source comparison gate

Seed 2.1 Pro Capabilities

agentschatcomputer-usegenerationreasoningstructured outputstools
Input price
Output price
Serving providers0
Canonical IDbytedance-seed/seed-2.1-pro

Muse Spark 1.3 Capabilities

chatcomputer-usegenerationreasoningresearchtools
Input price
Output price
Serving providers0
Canonical IDmeta-llama/muse-spark-1.3

Internal Comparison Graph

Related Comparisons

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Primary Evidence

Sources and Freshness

Questions

Seed 2.1 Pro vs Muse Spark 1.3 FAQs

Is Seed 2.1 Pro or Muse Spark 1.3 better for coding?+

This comparison does not currently contain a protocol-matched coding benchmark for both Seed 2.1 Pro and Muse Spark 1.3, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.

Which is cheaper, Seed 2.1 Pro or Muse Spark 1.3?+

Neither model has a directly sourced input price in this comparison. Neither model has a directly sourced output price in this comparison.

Which has a larger context window, Seed 2.1 Pro or Muse Spark 1.3?+

Neither model has a larger sourced context window in this comparison. Seed 2.1 Pro is — and Muse Spark 1.3 is —.

Which performs better in benchmarks, Seed 2.1 Pro or Muse Spark 1.3?+

There is no overall benchmark winner: At least two independently verified, protocol-matched benchmarks are required for an overall winner.

Can Seed 2.1 Pro or Muse Spark 1.3 be self-hosted?+

Both models have the same recorded self-hosting status: unsupported. Seed 2.1 Pro is not marked open weight; Muse Spark 1.3 is not marked open weight.

Can Seed 2.1 Pro and Muse Spark 1.3 understand images?+

Seed 2.1 Pro is documented with image input; Muse Spark 1.3 is documented with image input. This reflects supported input modalities, not vision quality.

Which can generate longer answers, Seed 2.1 Pro or Muse Spark 1.3?+

Neither has a larger sourced maximum output. Seed 2.1 Pro is — and Muse Spark 1.3 is —.

Do Seed 2.1 Pro and Muse Spark 1.3 support reasoning and tool use?+

Seed 2.1 Pro: reasoning, tool calling, and image input. Muse Spark 1.3: reasoning, tool calling, and image input. Feature support does not establish relative quality.

Which is available from more inference providers, Seed 2.1 Pro or Muse Spark 1.3?+

Seed 2.1 Pro has 0 sourced provider routes; Muse Spark 1.3 has 0, a tie.

Which offers better value, Seed 2.1 Pro or Muse Spark 1.3?+

There is no universal value winner. Compare the input and output prices above with the matched benchmark result for your workload: cheaper tokens can be offset by different quality, token usage, latency, or provider availability.

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