Granite Embedding 311m Multilingual r2 vs Hunyuan3D 2.1

At a Glance

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Pricing and Limits
Context windowMaximum documented tokens33KNot reported
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 →

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-r2Hunyuan3D-2.1
DeveloperIBMTencent
FamilyGranite Embedding 311m Multilingual R2Hunyuan3d 2 1
Modelgranite-embedding-311m-multilingual-r2Hunyuan3D-2.1
Versiongranite-embedding-311m-multilingual-r2Hunyuan3D-2.1
Lifecycleactiveactive
Released2026-04-29Unknown
Knowledge cutoffUnknownUnknown
Input modalitiesTextImage
Output modalitiesEmbedding3D
Context window33KUnknown
Total parameters311.7MUnknown
Active parametersUnknownUnknown
Licenseapache-2.0other
Open weightsYesYes
API availableYesUnknown
Self-hostableYesYes
Provider accessHugging Face (Standard)Unknown
Capabilitiesembeddingsgeneration

Granite Embedding 311m Multilingual r2 Capabilities

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

Hunyuan3D 2.1 Capabilities

generation
Serving providers0
Canonical IDtencent/Hunyuan3D-2.1

Primary Evidence

Sources and Freshness

Questions

Granite Embedding 311m Multilingual r2 vs Hunyuan3D 2.1 FAQs

Is Granite Embedding 311m Multilingual r2 or Hunyuan3D 2.1 better for coding?+

This comparison does not currently contain a protocol-matched coding benchmark for both Granite Embedding 311m Multilingual r2 and Hunyuan3D 2.1, 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 Hunyuan3D 2.1?+

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 Hunyuan3D 2.1?+

Neither model has a larger sourced context window in this comparison. Granite Embedding 311m Multilingual r2 is 33K and Hunyuan3D 2.1 is —.

Which performs better in benchmarks, Granite Embedding 311m Multilingual r2 or Hunyuan3D 2.1?+

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 Hunyuan3D 2.1 be self-hosted?+

Both models have the same recorded self-hosting status: supported. Granite Embedding 311m Multilingual r2 is open weight; Hunyuan3D 2.1 is open weight.

Can Granite Embedding 311m Multilingual r2 and Hunyuan3D 2.1 understand images?+

Granite Embedding 311m Multilingual r2 is not documented with image input; Hunyuan3D 2.1 is documented with image input. This reflects supported input modalities, not vision quality.

Which can generate longer answers, Granite Embedding 311m Multilingual r2 or Hunyuan3D 2.1?+

Neither has a larger sourced maximum output. Granite Embedding 311m Multilingual r2 is — and Hunyuan3D 2.1 is —.

Do Granite Embedding 311m Multilingual r2 and Hunyuan3D 2.1 support reasoning and tool use?+

Granite Embedding 311m Multilingual r2: none of these features are definitively sourced. Hunyuan3D 2.1: image input. Feature support does not establish relative quality.

Which is available from more inference providers, Granite Embedding 311m Multilingual r2 or Hunyuan3D 2.1?+

Granite Embedding 311m Multilingual r2 has 1 sourced provider route; Hunyuan3D 2.1 has 0, so Granite Embedding 311m Multilingual r2 has broader tracked availability.

Which offers better value, Granite Embedding 311m Multilingual r2 or Hunyuan3D 2.1?+

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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