Molmo2 8B vs NVIDIA Nemotron 3.5 Lightning 30B A3B

At a Glance

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Pricing and Limits
Context windowMaximum documented tokens37K1,049K
Model facts checkedAug 28, 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

FieldMolmo2-8BNVIDIA Nemotron 3.5 Lightning 30B-A3B
DeveloperAi2NVIDIA
FamilyMolmo2 8bNvidia Nemotron 3 5 Lightning
ModelMolmo2-8BNVIDIA Nemotron 3.5 Lightning 30B-A3B
VersionMolmo2-8BNVIDIA Nemotron 3.5 Lightning 30B-A3B
Lifecycleactiveactive
ReleasedUnknown2026-08-11
Knowledge cutoffUnknownUnknown
Input modalitiesText, ImageText
Output modalitiesTextText
Context window37K1,049K
Total parameters8.7B30B
Active parametersUnknown3B
Licenseapache-2.0openmdw-1.1
Open weightsYesYes
API availableUnknownYes
Self-hostableYesYes
Provider accessUnknownFireworks Ai (Standard)
Capabilitieschat, generationagents, chat, generation, reasoning, tools

Molmo2 8B Capabilities

chatgeneration
Serving providers0
Canonical IDallenai/Molmo2-8B

NVIDIA Nemotron 3.5 Lightning 30B A3B Capabilities

agentschatgenerationreasoningtools
Serving providers1
Canonical IDnvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16

Primary Evidence

Sources and Freshness

Questions

Molmo2 8B vs NVIDIA Nemotron 3.5 Lightning 30B A3B FAQs

Is Molmo2 8B or NVIDIA Nemotron 3.5 Lightning 30B A3B better for coding?+

This comparison does not currently contain a protocol-matched coding benchmark for both Molmo2 8B and NVIDIA Nemotron 3.5 Lightning 30B A3B, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.

Which is cheaper, Molmo2 8B or NVIDIA Nemotron 3.5 Lightning 30B A3B?+

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, Molmo2 8B or NVIDIA Nemotron 3.5 Lightning 30B A3B?+

NVIDIA Nemotron 3.5 Lightning 30B A3B has the larger sourced context window. Molmo2 8B supports 37K and NVIDIA Nemotron 3.5 Lightning 30B A3B supports 1,049K.

Which performs better in benchmarks, Molmo2 8B or NVIDIA Nemotron 3.5 Lightning 30B A3B?+

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

Can Molmo2 8B or NVIDIA Nemotron 3.5 Lightning 30B A3B be self-hosted?+

Both models have the same recorded self-hosting status: supported. Molmo2 8B is open weight; NVIDIA Nemotron 3.5 Lightning 30B A3B is open weight.

Can Molmo2 8B and NVIDIA Nemotron 3.5 Lightning 30B A3B understand images?+

Molmo2 8B is documented with image input; NVIDIA Nemotron 3.5 Lightning 30B A3B is not documented with image input. This reflects supported input modalities, not vision quality.

Which can generate longer answers, Molmo2 8B or NVIDIA Nemotron 3.5 Lightning 30B A3B?+

Neither has a larger sourced maximum output. Molmo2 8B is — and NVIDIA Nemotron 3.5 Lightning 30B A3B is —.

Do Molmo2 8B and NVIDIA Nemotron 3.5 Lightning 30B A3B support reasoning and tool use?+

Molmo2 8B: image input. NVIDIA Nemotron 3.5 Lightning 30B A3B: reasoning and tool calling. Feature support does not establish relative quality.

Which is available from more inference providers, Molmo2 8B or NVIDIA Nemotron 3.5 Lightning 30B A3B?+

Molmo2 8B has 0 sourced provider routes; NVIDIA Nemotron 3.5 Lightning 30B A3B has 1, so NVIDIA Nemotron 3.5 Lightning 30B A3B has broader tracked availability.

Which offers better value, Molmo2 8B or NVIDIA Nemotron 3.5 Lightning 30B A3B?+

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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