Seed 1.8 vs Muse Glimmer 30B

At a Glance

Compare
Seed 1.8ByteDance Seed
Pricing and Limits
Input priceFrom · USD / 1M tokensNot reported$0.30Deepinfra · Sep 22, 2026
Output priceFrom · USD / 1M tokensNot reported$1.20Deepinfra · Sep 22, 2026
Context windowMaximum documented tokensNot reported131K
Model facts checkedSep 3, 2026View model evidence →Sep 3, 2026View model evidence →

Token prices are the lowest available sourced USD rates; input and output may use different providers. Cost ranking estimates output spend on LiveBench, not a full request bill. Ranking methodology →

Available Benchmarks

All benchmark results →
No Protocol-Matched Benchmark Yet.Results appear here only when both models share the same benchmark version, metric, evaluation protocol, and evidence class.

Side-by-Side Facts

FieldSeed 1.8Muse Glimmer 30B
DeveloperByteDance SeedMeta
FamilySeed 1 8Muse Glimmer
ModelSeed 1.8Muse Glimmer 30B
VersionSeed 1.8Muse Glimmer 30B
Lifecycleactiveactive
ReleasedUnknown2026-08-09
Knowledge cutoffUnknown2026-01-04
Input modalitiesText, ImageText, Image
Output modalitiesTextText
Context windowUnknown131K
Total parametersUnknown29.8B
Active parametersUnknownUnknown
LicenseUnknownapache-2.0
Open weightsNoYes
API availableYesYes
Self-hostableNoYes
Provider accessUnknownDeepinfra (Standard), Fireworks Ai (Standard), Together Ai (Standard)
Capabilitieschat, generation, reasoning, toolschat, generation, reasoning, structured_outputs, tools

Seed 1.8 Capabilities

chatgenerationreasoningtools
Serving providers0
Canonical IDbytedance-seed/seed-1.8

Muse Glimmer 30B Capabilities

chatgenerationreasoningstructured outputstools
Serving providers3
Canonical IDmeta-models/Muse-Glimmer-30B

Primary Evidence

Sources and Freshness

Questions

Seed 1.8 vs Muse Glimmer 30B FAQs

Is Seed 1.8 or Muse Glimmer 30B better for coding?+

This comparison does not currently contain a protocol-matched coding benchmark for both Seed 1.8 and Muse Glimmer 30B, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.

Which is cheaper, Seed 1.8 or Muse Glimmer 30B?+

Only Muse Glimmer 30B has a directly sourced input price: $0.30 per million tokens. Only Muse Glimmer 30B has a directly sourced output price: $1.20 per million tokens.

Which has a larger context window, Seed 1.8 or Muse Glimmer 30B?+

Neither model has a larger sourced context window in this comparison. Seed 1.8 is — and Muse Glimmer 30B is 131K.

Which performs better in benchmarks, Seed 1.8 or Muse Glimmer 30B?+

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

Can Seed 1.8 or Muse Glimmer 30B be self-hosted?+

Muse Glimmer 30B is the only model in this pair currently marked as self-hostable. Seed 1.8 is not marked open weight; Muse Glimmer 30B is open weight.

Can Seed 1.8 and Muse Glimmer 30B understand images?+

Seed 1.8 is documented with image input; Muse Glimmer 30B is documented with image input. This reflects supported input modalities, not vision quality.

Which can generate longer answers, Seed 1.8 or Muse Glimmer 30B?+

Neither has a larger sourced maximum output. Seed 1.8 is — and Muse Glimmer 30B is —.

Do Seed 1.8 and Muse Glimmer 30B support reasoning and tool use?+

Seed 1.8: reasoning, tool calling, and image input. Muse Glimmer 30B: reasoning, tool calling, and image input. Feature support does not establish relative quality.

Which is available from more inference providers, Seed 1.8 or Muse Glimmer 30B?+

Seed 1.8 has 0 sourced provider routes; Muse Glimmer 30B has 3, so Muse Glimmer 30B has broader tracked availability.

Which offers better value, Seed 1.8 or Muse Glimmer 30B?+

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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