MolmoAct2 Think vs Olmo 3 32B Think

At a Glance

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Pricing and Limits
Input priceFrom · USD / 1M tokensNot reported$0.15Openrouter · Aug 28, 2026
Output priceFrom · USD / 1M tokensNot reported$0.50Openrouter · Aug 28, 2026
Context windowMaximum documented tokens16K66K
Model facts checkedAug 28, 2026View model evidence →Aug 28, 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

FieldMolmoAct2-ThinkOlmo-3-32B-Think
DeveloperAi2Ai2
FamilyMolmoact2 ThinkOlmo 3 32b Think
ModelMolmoAct2-ThinkOlmo-3-32B-Think
VersionMolmoAct2-ThinkOlmo-3-32B-Think
Lifecycleactiveactive
ReleasedUnknownUnknown
Knowledge cutoffUnknownUnknown
Input modalitiesModel-specific inputText
Output modalitiesModel-specific inputText
Context window16K66K
Total parameters5.4B32.2B
Active parametersUnknownUnknown
LicenseUnknownapache-2.0
Open weightsYesYes
API availableUnknownYes
Self-hostableYesYes
Provider accessUnknownOpenrouter (Standard)
Capabilitiesreasoning, robot_action_generationchat, generation, reasoning

MolmoAct2 Think Capabilities

reasoningrobot action generation
Serving providers0
Canonical IDallenai/MolmoAct2-Think

Olmo 3 32B Think Capabilities

chatgenerationreasoning
Serving providers1
Canonical IDallenai/Olmo-3-32B-Think

Primary Evidence

Sources and Freshness

Questions

MolmoAct2 Think vs Olmo 3 32B Think FAQs

Is MolmoAct2 Think or Olmo 3 32B Think better for coding?+

This comparison does not currently contain a protocol-matched coding benchmark for both MolmoAct2 Think and Olmo 3 32B Think, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.

Which is cheaper, MolmoAct2 Think or Olmo 3 32B Think?+

Only Olmo 3 32B Think has a directly sourced input price: $0.15 per million tokens. Only Olmo 3 32B Think has a directly sourced output price: $0.50 per million tokens.

Which has a larger context window, MolmoAct2 Think or Olmo 3 32B Think?+

Olmo 3 32B Think has the larger sourced context window. MolmoAct2 Think supports 16K and Olmo 3 32B Think supports 66K.

Which performs better in benchmarks, MolmoAct2 Think or Olmo 3 32B Think?+

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

Can MolmoAct2 Think or Olmo 3 32B Think be self-hosted?+

Both models have the same recorded self-hosting status: supported. MolmoAct2 Think is open weight; Olmo 3 32B Think is open weight.

Can MolmoAct2 Think and Olmo 3 32B Think understand images?+

MolmoAct2 Think is not documented with image input; Olmo 3 32B Think is not documented with image input. This reflects supported input modalities, not vision quality.

Which can generate longer answers, MolmoAct2 Think or Olmo 3 32B Think?+

Neither has a larger sourced maximum output. MolmoAct2 Think is — and Olmo 3 32B Think is 33K.

Do MolmoAct2 Think and Olmo 3 32B Think support reasoning and tool use?+

MolmoAct2 Think: reasoning. Olmo 3 32B Think: reasoning. Feature support does not establish relative quality.

Which is available from more inference providers, MolmoAct2 Think or Olmo 3 32B Think?+

MolmoAct2 Think has 0 sourced provider routes; Olmo 3 32B Think has 1, so Olmo 3 32B Think has broader tracked availability.

Which offers better value, MolmoAct2 Think or Olmo 3 32B Think?+

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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