Gemini Deep Research Max vs Muse Glimmer 30B

At a Glance

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Pricing and Limits
Input priceFrom · USD / 1M tokensNot reported$0.30Deepinfra · Sep 23, 2026
Output priceFrom · USD / 1M tokensNot reported$1.20Deepinfra · Sep 23, 2026
Context windowMaximum documented tokens1,049K131K
Model facts checkedAug 29, 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

FieldGemini Deep Research MaxMuse Glimmer 30B
DeveloperGoogle DeepMindMeta
FamilyGemini AgentsMuse Glimmer
ModelGemini Deep Research MaxMuse Glimmer 30B
VersionGemini Deep Research MaxMuse Glimmer 30B
Lifecyclepreviewactive
ReleasedUnknown2026-08-09
Knowledge cutoffUnknown2026-01-04
Input modalitiesText, Image, Video, Audio, DocumentText, Image
Output modalitiesText, ImageText
Context window1,049K131K
Total parametersUnknown29.8B
Active parametersUnknownUnknown
LicenseUnknownapache-2.0
Open weightsNoYes
API availableYesYes
Self-hostableNoYes
Provider accessGoogle AI (Standard), Google Gemini (Standard)Deepinfra (Standard), Fireworks Ai (Standard), Together Ai (Standard)
Capabilitiesgeneration, reasoning, research, toolschat, generation, reasoning, structured_outputs, tools

Gemini Deep Research Max Capabilities

generationreasoningresearchtools
Serving providers2
Canonical IDgoogle-deepmind/deep-research-max-preview-04-2026

Muse Glimmer 30B Capabilities

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

Primary Evidence

Sources and Freshness

Questions

Gemini Deep Research Max vs Muse Glimmer 30B FAQs

Is Gemini Deep Research Max or Muse Glimmer 30B better for coding?+

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

Which is cheaper, Gemini Deep Research Max 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, Gemini Deep Research Max or Muse Glimmer 30B?+

Gemini Deep Research Max has the larger sourced context window. Gemini Deep Research Max supports 1,049K and Muse Glimmer 30B supports 131K.

Which performs better in benchmarks, Gemini Deep Research Max 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 Gemini Deep Research Max or Muse Glimmer 30B be self-hosted?+

Muse Glimmer 30B is the only model in this pair currently marked as self-hostable. Gemini Deep Research Max is not marked open weight; Muse Glimmer 30B is open weight.

Can Gemini Deep Research Max and Muse Glimmer 30B understand images?+

Gemini Deep Research Max 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, Gemini Deep Research Max or Muse Glimmer 30B?+

Neither has a larger sourced maximum output. Gemini Deep Research Max is 66K and Muse Glimmer 30B is —.

Do Gemini Deep Research Max and Muse Glimmer 30B support reasoning and tool use?+

Gemini Deep Research Max: 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, Gemini Deep Research Max or Muse Glimmer 30B?+

Gemini Deep Research Max has 2 sourced provider routes; Muse Glimmer 30B has 3, so Muse Glimmer 30B has broader tracked availability.

Which offers better value, Gemini Deep Research Max 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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