Granite Embedding 278m Multilingual vs Phi-4 Reasoning

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 tokens1K33K
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-multilingualPhi-4-reasoning
DeveloperIBMMicrosoft
FamilyGranite Embedding 278m MultilingualPhi 4 Reasoning
Modelgranite-embedding-278m-multilingualPhi-4-reasoning
Versiongranite-embedding-278m-multilingualPhi-4-reasoning
Lifecycleactiveactive
Released2024-12-182025-04-30
Knowledge cutoffUnknownUnknown
Input modalitiesTextText
Output modalitiesEmbeddingText
Context window1K33K
Total parameters278M14.7B
Active parametersUnknownUnknown
Licenseapache-2.0mit
Open weightsYesYes
API availableYesUnknown
Self-hostableYesYes
Provider accessHugging Face (Standard), IBM watsonx.ai (Pay as you go)Unknown
Capabilitiesembeddingschat, generation, reasoning

Granite Embedding 278m Multilingual Capabilities

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

Phi-4 Reasoning Capabilities

chatgenerationreasoning
Serving providers0
Canonical IDmicrosoft/Phi-4-reasoning

Primary Evidence

Sources and Freshness

Questions

Granite Embedding 278m Multilingual vs Phi-4 Reasoning FAQs

Is Granite Embedding 278m Multilingual or Phi-4 Reasoning better for coding?+

This comparison does not currently contain a protocol-matched coding benchmark for both Granite Embedding 278m Multilingual and Phi-4 Reasoning, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.

Which is cheaper, Granite Embedding 278m Multilingual or Phi-4 Reasoning?+

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 Phi-4 Reasoning?+

Phi-4 Reasoning has the larger sourced context window. Granite Embedding 278m Multilingual supports 1K and Phi-4 Reasoning supports 33K.

Which performs better in benchmarks, Granite Embedding 278m Multilingual or Phi-4 Reasoning?+

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 Phi-4 Reasoning be self-hosted?+

Both models have the same recorded self-hosting status: supported. Granite Embedding 278m Multilingual is open weight; Phi-4 Reasoning is open weight.

Can Granite Embedding 278m Multilingual and Phi-4 Reasoning understand images?+

Granite Embedding 278m Multilingual is not documented with image input; Phi-4 Reasoning is not documented with image input. This reflects supported input modalities, not vision quality.

Which can generate longer answers, Granite Embedding 278m Multilingual or Phi-4 Reasoning?+

Neither has a larger sourced maximum output. Granite Embedding 278m Multilingual is — and Phi-4 Reasoning is —.

Do Granite Embedding 278m Multilingual and Phi-4 Reasoning support reasoning and tool use?+

Granite Embedding 278m Multilingual: none of these features are definitively sourced. Phi-4 Reasoning: reasoning. Feature support does not establish relative quality.

Which is available from more inference providers, Granite Embedding 278m Multilingual or Phi-4 Reasoning?+

Granite Embedding 278m Multilingual has 2 sourced provider routes; Phi-4 Reasoning has 0, so Granite Embedding 278m Multilingual has broader tracked availability.

Which offers better value, Granite Embedding 278m Multilingual or Phi-4 Reasoning?+

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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