Qwen3.8 2.4T A95B vs Granite Embedding 278m Multilingual

At a Glance

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Pricing and Limits
Input priceFrom · USD / 1M tokens$2.00Deepinfra · Sep 23, 2026$0.106IBM watsonx.ai · Aug 29, 2026
Output priceFrom · USD / 1M tokens$6.00Deepinfra · Sep 23, 2026Not reported
Context windowMaximum documented tokens262K1K
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

FieldQwen3.8-2.4T-A95Bgranite-embedding-278m-multilingual
DeveloperQwenIBM
FamilyQwen3 8 2 4t A95bGranite Embedding 278m Multilingual
ModelQwen3.8-2.4T-A95Bgranite-embedding-278m-multilingual
VersionQwen3.8-2.4T-A95Bgranite-embedding-278m-multilingual
Lifecycleactiveactive
ReleasedUnknown2024-12-18
Knowledge cutoffUnknownUnknown
Input modalitiesTextText
Output modalitiesTextEmbedding
Context window262K1K
Total parameters2.4T278M
Active parameters95BUnknown
Licenseotherapache-2.0
Open weightsYesYes
API availableYesYes
Self-hostableYesYes
Provider accessDeepinfra (Standard), Fireworks Ai (Standard), Hugging Face (Standard), Openrouter (Standard), Together Ai (Standard)Hugging Face (Standard), IBM watsonx.ai (Pay as you go)
Capabilitieschat, generation, reasoning, toolsembeddings

Qwen3.8 2.4T A95B Capabilities

chatgenerationreasoningtools
Serving providers5
Canonical IDQwen/Qwen3.8-2.4T-A95B

Granite Embedding 278m Multilingual Capabilities

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

Primary Evidence

Sources and Freshness

Questions

Qwen3.8 2.4T A95B vs Granite Embedding 278m Multilingual FAQs

Is Qwen3.8 2.4T A95B or Granite Embedding 278m Multilingual better for coding?+

This comparison does not currently contain a protocol-matched coding benchmark for both Qwen3.8 2.4T A95B and Granite Embedding 278m Multilingual, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.

Which is cheaper, Qwen3.8 2.4T A95B or Granite Embedding 278m Multilingual?+

Qwen3.8 2.4T A95B is $2.00 and Granite Embedding 278m Multilingual is $0.106 per million tokens, so Granite Embedding 278m Multilingual is cheaper on this metric. Only Qwen3.8 2.4T A95B has a directly sourced output price: $6.00 per million tokens.

Which has a larger context window, Qwen3.8 2.4T A95B or Granite Embedding 278m Multilingual?+

Qwen3.8 2.4T A95B has the larger sourced context window. Qwen3.8 2.4T A95B supports 262K and Granite Embedding 278m Multilingual supports 1K.

Which performs better in benchmarks, Qwen3.8 2.4T A95B or Granite Embedding 278m Multilingual?+

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

Can Qwen3.8 2.4T A95B or Granite Embedding 278m Multilingual be self-hosted?+

Both models have the same recorded self-hosting status: supported. Qwen3.8 2.4T A95B is open weight; Granite Embedding 278m Multilingual is open weight.

Can Qwen3.8 2.4T A95B and Granite Embedding 278m Multilingual understand images?+

Qwen3.8 2.4T A95B is not documented with image input; Granite Embedding 278m Multilingual is not documented with image input. This reflects supported input modalities, not vision quality.

Which can generate longer answers, Qwen3.8 2.4T A95B or Granite Embedding 278m Multilingual?+

Neither has a larger sourced maximum output. Qwen3.8 2.4T A95B is — and Granite Embedding 278m Multilingual is —.

Do Qwen3.8 2.4T A95B and Granite Embedding 278m Multilingual support reasoning and tool use?+

Qwen3.8 2.4T A95B: reasoning and tool calling. Granite Embedding 278m Multilingual: none of these features are definitively sourced. Feature support does not establish relative quality.

Which is available from more inference providers, Qwen3.8 2.4T A95B or Granite Embedding 278m Multilingual?+

Qwen3.8 2.4T A95B has 5 sourced provider routes; Granite Embedding 278m Multilingual has 2, so Qwen3.8 2.4T A95B has broader tracked availability.

Which offers better value, Qwen3.8 2.4T A95B or Granite Embedding 278m Multilingual?+

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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