Granite Embedding 311m Multilingual r2 vs gpt-oss-20b

At a Glance

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Pricing and Limits
Input priceFrom · USD / 1M tokensNot reported$0.030Deepinfra · Sep 22, 2026
Output priceFrom · USD / 1M tokensNot reported$0.13Openrouter · Sep 22, 2026
Context windowMaximum documented tokens33K131K
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-r2gpt-oss-20b
DeveloperIBMOpenAI
FamilyGranite Embedding 311m Multilingual R2Gpt Oss
Modelgranite-embedding-311m-multilingual-r2gpt-oss-20b
Versiongranite-embedding-311m-multilingual-r2gpt-oss-20b
Lifecycleactiveactive
Released2026-04-29Unknown
Knowledge cutoffUnknownUnknown
Input modalitiesTextText
Output modalitiesEmbeddingText
Context window33K131K
Total parameters311.7M20.9B
Active parametersUnknown3.6B
Licenseapache-2.0apache-2.0
Open weightsYesYes
API availableYesYes
Self-hostableYesYes
Provider accessHugging Face (Standard)Deepinfra (Standard), Groq (Standard), Hugging Face (Standard), Openrouter (Standard), Together Ai (Serverless, Standard)
Capabilitiesembeddingschat, generation, reasoning, tools

Granite Embedding 311m Multilingual r2 Capabilities

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

gpt-oss-20b Capabilities

chatgenerationreasoningtools
Serving providers5
Canonical IDopenai/gpt-oss-20b

Primary Evidence

Sources and Freshness

Questions

Granite Embedding 311m Multilingual r2 vs gpt-oss-20b FAQs

Is Granite Embedding 311m Multilingual r2 or gpt-oss-20b better for coding?+

This comparison does not currently contain a protocol-matched coding benchmark for both Granite Embedding 311m Multilingual r2 and gpt-oss-20b, 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 gpt-oss-20b?+

Only gpt-oss-20b has a directly sourced input price: $0.030 per million tokens. Only gpt-oss-20b has a directly sourced output price: $0.13 per million tokens.

Which has a larger context window, Granite Embedding 311m Multilingual r2 or gpt-oss-20b?+

gpt-oss-20b has the larger sourced context window. Granite Embedding 311m Multilingual r2 supports 33K and gpt-oss-20b supports 131K.

Which performs better in benchmarks, Granite Embedding 311m Multilingual r2 or gpt-oss-20b?+

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 gpt-oss-20b be self-hosted?+

Both models have the same recorded self-hosting status: supported. Granite Embedding 311m Multilingual r2 is open weight; gpt-oss-20b is open weight.

Can Granite Embedding 311m Multilingual r2 and gpt-oss-20b understand images?+

Granite Embedding 311m Multilingual r2 is not documented with image input; gpt-oss-20b 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 gpt-oss-20b?+

Neither has a larger sourced maximum output. Granite Embedding 311m Multilingual r2 is — and gpt-oss-20b is —.

Do Granite Embedding 311m Multilingual r2 and gpt-oss-20b support reasoning and tool use?+

Granite Embedding 311m Multilingual r2: none of these features are definitively sourced. gpt-oss-20b: reasoning and tool calling. Feature support does not establish relative quality.

Which is available from more inference providers, Granite Embedding 311m Multilingual r2 or gpt-oss-20b?+

Granite Embedding 311m Multilingual r2 has 1 sourced provider route; gpt-oss-20b has 5, so gpt-oss-20b has broader tracked availability.

Which offers better value, Granite Embedding 311m Multilingual r2 or gpt-oss-20b?+

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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