MolmoAct2-Think vs Muse Glimmer 30B

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
Ai2 · activeMolmoAct2-ThinkVerified Aug 28, 2026
Meta · activeMuse Glimmer 30BVerified Sep 3, 2026

Technical Differences

Side-by-Side Facts

Indexable
FieldMolmoAct2-ThinkMuse Glimmer 30B
DeveloperAi2Meta
FamilyMolmoact2 ThinkMuse Glimmer
ModelMolmoAct2-ThinkMuse Glimmer 30B
VersionMolmoAct2-ThinkMuse Glimmer 30B
Lifecycleactiveactive
ReleasedUnknown2026-08-09
Knowledge cutoffUnknown2026-01-04
Input modalitiesModel-specific inputText, Image
Output modalitiesModel-specific inputText
Context window16,384131,072
Total parameters5,447,439,15229,776,626,688
Active parametersUnknownUnknown
LicenseUnknownapache-2.0
Open weightsYesYes
API availableUnknownYes
Self-hostableYesYes
Provider accessUnknownDeepinfra (Standard), Fireworks Ai (Standard), Together Ai (Standard)
Capabilitiesreasoning, robot_action_generationchat, generation, reasoning, structured_outputs, tools

12 comparable fields · 9 material differences · Pair passes the primary-source comparison gate

MolmoAct2-Think Capabilities

reasoningrobot action generation
Input price
Output price
Serving providers0
Canonical IDallenai/MolmoAct2-Think

Muse Glimmer 30B Capabilities

chatgenerationreasoningstructured outputstools
Input price$0.30
Output price$1.20
Serving providers3
Canonical IDmeta-models/Muse-Glimmer-30B

Internal Comparison Graph

Related Comparisons

All image comparisons →
APairBContext
vsfamily variantsimage, robotics, text
vscross-developer peersimage, text
vscross-developer peersimage, text
vscross-developer peersimage, text
vscross-developer peersimage, text
vscross-developer peersimage, text
vscross-developer peersimage, text
vscross-developer peersimage, text
vscross-developer peersimage, text
vscross-developer peersimage, text
vscross-developer peersimage, text
vscross-developer peersimage, text

Primary Evidence

Sources and Freshness

Questions

MolmoAct2-Think vs Muse Glimmer 30B FAQs

Is MolmoAct2-Think or Muse Glimmer 30B better for coding?+

This comparison does not currently contain a protocol-matched coding benchmark for both MolmoAct2-Think and Muse Glimmer 30B, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.

Which is cheaper, MolmoAct2-Think 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, MolmoAct2-Think or Muse Glimmer 30B?+

Muse Glimmer 30B has the larger sourced context window. MolmoAct2-Think supports 16,384 and Muse Glimmer 30B supports 131,072.

Which performs better in benchmarks, MolmoAct2-Think 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 MolmoAct2-Think or Muse Glimmer 30B be self-hosted?+

Both models have the same recorded self-hosting status: supported. MolmoAct2-Think is open weight; Muse Glimmer 30B is open weight.

Can MolmoAct2-Think and Muse Glimmer 30B understand images?+

MolmoAct2-Think is not 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, MolmoAct2-Think or Muse Glimmer 30B?+

Neither has a larger sourced maximum output. MolmoAct2-Think is — and Muse Glimmer 30B is —.

Do MolmoAct2-Think and Muse Glimmer 30B support reasoning and tool use?+

MolmoAct2-Think: reasoning. Muse Glimmer 30B: reasoning, tool calling, and image input. Feature support does not establish relative quality.

Which is available from more inference providers, MolmoAct2-Think or Muse Glimmer 30B?+

MolmoAct2-Think has 0 sourced provider routes; Muse Glimmer 30B has 3, so Muse Glimmer 30B has broader tracked availability.

Which offers better value, MolmoAct2-Think 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.

Send Feedback