Granite Embedding 311m Multilingual r2 vs NVIDIA Nemotron 3.5 Lightning 30B A3B

At a Glance

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Pricing and Limits
Context windowMaximum documented tokens33K1,049K
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 →

Different Model RolesThese models do not share a sourced market category. Their primary-source facts remain comparable below, while performance claims require matched evidence.

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

Fieldgranite-embedding-311m-multilingual-r2NVIDIA Nemotron 3.5 Lightning 30B-A3B
DeveloperIBMNVIDIA
FamilyGranite Embedding 311m Multilingual R2Nvidia Nemotron 3 5 Lightning
Modelgranite-embedding-311m-multilingual-r2NVIDIA Nemotron 3.5 Lightning 30B-A3B
Versiongranite-embedding-311m-multilingual-r2NVIDIA Nemotron 3.5 Lightning 30B-A3B
Lifecycleactiveactive
Released2026-04-292026-08-11
Knowledge cutoffUnknownUnknown
Input modalitiesTextText
Output modalitiesEmbeddingText
Context window33K1,049K
Total parameters311.7M30B
Active parametersUnknown3B
Licenseapache-2.0openmdw-1.1
Open weightsYesYes
API availableYesYes
Self-hostableYesYes
Provider accessHugging Face (Standard)Fireworks Ai (Standard)
Capabilitiesembeddingsagents, chat, generation, reasoning, tools

Granite Embedding 311m Multilingual r2 Capabilities

embeddings
Serving providers1
Canonical IDibm-granite/granite-embedding-311m-multilingual-r2

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

Granite Embedding 311m Multilingual r2 vs NVIDIA Nemotron 3.5 Lightning 30B A3B FAQs

Is Granite Embedding 311m Multilingual r2 or NVIDIA Nemotron 3.5 Lightning 30B A3B better for coding?+

This comparison does not currently contain a protocol-matched coding benchmark for both Granite Embedding 311m Multilingual r2 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, Granite Embedding 311m Multilingual r2 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, Granite Embedding 311m Multilingual r2 or NVIDIA Nemotron 3.5 Lightning 30B A3B?+

NVIDIA Nemotron 3.5 Lightning 30B A3B has the larger sourced context window. Granite Embedding 311m Multilingual r2 supports 33K and NVIDIA Nemotron 3.5 Lightning 30B A3B supports 1,049K.

Which performs better in benchmarks, Granite Embedding 311m Multilingual r2 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 Granite Embedding 311m Multilingual r2 or NVIDIA Nemotron 3.5 Lightning 30B A3B be self-hosted?+

Both models have the same recorded self-hosting status: supported. Granite Embedding 311m Multilingual r2 is open weight; NVIDIA Nemotron 3.5 Lightning 30B A3B is open weight.

Can Granite Embedding 311m Multilingual r2 and NVIDIA Nemotron 3.5 Lightning 30B A3B understand images?+

Granite Embedding 311m Multilingual r2 is not 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, Granite Embedding 311m Multilingual r2 or NVIDIA Nemotron 3.5 Lightning 30B A3B?+

Neither has a larger sourced maximum output. Granite Embedding 311m Multilingual r2 is — and NVIDIA Nemotron 3.5 Lightning 30B A3B is —.

Do Granite Embedding 311m Multilingual r2 and NVIDIA Nemotron 3.5 Lightning 30B A3B support reasoning and tool use?+

Granite Embedding 311m Multilingual r2: none of these features are definitively sourced. 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, Granite Embedding 311m Multilingual r2 or NVIDIA Nemotron 3.5 Lightning 30B A3B?+

Granite Embedding 311m Multilingual r2 has 1 sourced provider route; NVIDIA Nemotron 3.5 Lightning 30B A3B has 1, a tie.

Which offers better value, Granite Embedding 311m Multilingual r2 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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