MolmoAct2 Think vs DeepSeek V4 Pro Base

At a Glance

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Pricing and Limits
Context windowMaximum documented tokens16K1,049K
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-ThinkDeepSeek-V4-Pro-Base
DeveloperAi2DeepSeek
FamilyMolmoact2 ThinkDeepseek V4 Pro Base
ModelMolmoAct2-ThinkDeepSeek-V4-Pro-Base
VersionMolmoAct2-ThinkDeepSeek-V4-Pro-Base
Lifecycleactiveactive
ReleasedUnknown2026-04-24
Knowledge cutoffUnknownUnknown
Input modalitiesModel-specific inputText
Output modalitiesModel-specific inputText
Context window16K1,049K
Total parameters5.4B1.6T
Active parametersUnknownUnknown
LicenseUnknownUnknown
Open weightsYesYes
API availableUnknownUnknown
Self-hostableYesYes
Provider accessUnknownUnknown
Capabilitiesreasoning, robot_action_generationgeneration

MolmoAct2 Think Capabilities

reasoningrobot action generation
Serving providers0
Canonical IDallenai/MolmoAct2-Think

DeepSeek V4 Pro Base Capabilities

generation
Serving providers0
Canonical IDdeepseek-ai/DeepSeek-V4-Pro-Base

Primary Evidence

Sources and Freshness

Questions

MolmoAct2 Think vs DeepSeek V4 Pro Base FAQs

Is MolmoAct2 Think or DeepSeek V4 Pro Base better for coding?+

This comparison does not currently contain a protocol-matched coding benchmark for both MolmoAct2 Think and DeepSeek V4 Pro Base, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.

Which is cheaper, MolmoAct2 Think or DeepSeek V4 Pro Base?+

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, MolmoAct2 Think or DeepSeek V4 Pro Base?+

DeepSeek V4 Pro Base has the larger sourced context window. MolmoAct2 Think supports 16K and DeepSeek V4 Pro Base supports 1,049K.

Which performs better in benchmarks, MolmoAct2 Think or DeepSeek V4 Pro Base?+

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

Can MolmoAct2 Think or DeepSeek V4 Pro Base be self-hosted?+

Both models have the same recorded self-hosting status: supported. MolmoAct2 Think is open weight; DeepSeek V4 Pro Base is open weight.

Can MolmoAct2 Think and DeepSeek V4 Pro Base understand images?+

MolmoAct2 Think is not documented with image input; DeepSeek V4 Pro Base is not documented with image input. This reflects supported input modalities, not vision quality.

Which can generate longer answers, MolmoAct2 Think or DeepSeek V4 Pro Base?+

Neither has a larger sourced maximum output. MolmoAct2 Think is — and DeepSeek V4 Pro Base is —.

Do MolmoAct2 Think and DeepSeek V4 Pro Base support reasoning and tool use?+

MolmoAct2 Think: reasoning. DeepSeek V4 Pro Base: none of these features are definitively sourced. Feature support does not establish relative quality.

Which is available from more inference providers, MolmoAct2 Think or DeepSeek V4 Pro Base?+

MolmoAct2 Think has 0 sourced provider routes; DeepSeek V4 Pro Base has 0, a tie.

Which offers better value, MolmoAct2 Think or DeepSeek V4 Pro Base?+

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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