Granite Embedding 278m Multilingual vs Granite Guardian 4.1 8B

At a Glance

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Pricing and Limits
Input priceFrom · USD / 1M tokens$0.106IBM watsonx.ai · Aug 29, 2026Not reported
Context windowMaximum documented tokens1K131K
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-278m-multilingualgranite-guardian-4.1-8b
DeveloperIBMIBM
FamilyGranite Embedding 278m MultilingualGranite Guardian 4 1 8b
Modelgranite-embedding-278m-multilingualgranite-guardian-4.1-8b
Versiongranite-embedding-278m-multilingualgranite-guardian-4.1-8b
Lifecycleactiveactive
Released2024-12-18Unknown
Knowledge cutoffUnknownUnknown
Input modalitiesTextText
Output modalitiesEmbeddingText
Context window1K131K
Total parameters278M8.4B
Active parametersUnknownUnknown
Licenseapache-2.0apache-2.0
Open weightsYesYes
API availableYesUnknown
Self-hostableYesYes
Provider accessHugging Face (Standard), IBM watsonx.ai (Pay as you go)Unknown
Capabilitiesembeddingschat, generation, tools

Granite Embedding 278m Multilingual Capabilities

embeddings
Serving providers2
Canonical IDibm-granite/granite-embedding-278m-multilingual

Granite Guardian 4.1 8B Capabilities

chatgenerationtools
Serving providers0
Canonical IDibm-granite/granite-guardian-4.1-8b

Primary Evidence

Sources and Freshness

Questions

Granite Embedding 278m Multilingual vs Granite Guardian 4.1 8B FAQs

Is Granite Embedding 278m Multilingual or Granite Guardian 4.1 8B better for coding?+

This comparison does not currently contain a protocol-matched coding benchmark for both Granite Embedding 278m Multilingual and Granite Guardian 4.1 8B, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.

Which is cheaper, Granite Embedding 278m Multilingual or Granite Guardian 4.1 8B?+

Only Granite Embedding 278m Multilingual has a directly sourced input price: $0.106 per million tokens. Neither model has a directly sourced output price in this comparison.

Which has a larger context window, Granite Embedding 278m Multilingual or Granite Guardian 4.1 8B?+

Granite Guardian 4.1 8B has the larger sourced context window. Granite Embedding 278m Multilingual supports 1K and Granite Guardian 4.1 8B supports 131K.

Which performs better in benchmarks, Granite Embedding 278m Multilingual or Granite Guardian 4.1 8B?+

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

Can Granite Embedding 278m Multilingual or Granite Guardian 4.1 8B be self-hosted?+

Both models have the same recorded self-hosting status: supported. Granite Embedding 278m Multilingual is open weight; Granite Guardian 4.1 8B is open weight.

Can Granite Embedding 278m Multilingual and Granite Guardian 4.1 8B understand images?+

Granite Embedding 278m Multilingual is not documented with image input; Granite Guardian 4.1 8B is not documented with image input. This reflects supported input modalities, not vision quality.

Which can generate longer answers, Granite Embedding 278m Multilingual or Granite Guardian 4.1 8B?+

Neither has a larger sourced maximum output. Granite Embedding 278m Multilingual is — and Granite Guardian 4.1 8B is —.

Do Granite Embedding 278m Multilingual and Granite Guardian 4.1 8B support reasoning and tool use?+

Granite Embedding 278m Multilingual: none of these features are definitively sourced. Granite Guardian 4.1 8B: tool calling. Feature support does not establish relative quality.

Which is available from more inference providers, Granite Embedding 278m Multilingual or Granite Guardian 4.1 8B?+

Granite Embedding 278m Multilingual has 2 sourced provider routes; Granite Guardian 4.1 8B has 0, so Granite Embedding 278m Multilingual has broader tracked availability.

Which offers better value, Granite Embedding 278m Multilingual or Granite Guardian 4.1 8B?+

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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