Qwen3 Reranker 8B vs Granite Embedding English r2

At a Glance

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Pricing and Limits
Context windowMaximum documented tokens33K8K
Model facts checkedSep 3, 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 →

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 Reranker 8Bgranite-embedding-english-r2
DeveloperQwenIBM
FamilyQwen3 RerankerGranite Embedding English R2
ModelQwen3 Reranker 8Bgranite-embedding-english-r2
VersionQwen3 Reranker 8Bgranite-embedding-english-r2
Lifecycleactiveactive
Released2025-05-292025-08-15
Knowledge cutoffUnknownUnknown
Input modalitiesTextText
Output modalitiesUnknownEmbedding
Context window33K8K
Total parameters8B149M
Active parametersUnknownUnknown
Licenseapache-2.0apache-2.0
Open weightsYesYes
API availableYesUnknown
Self-hostableYesYes
Provider accessFireworks Ai (Standard)Unknown
Capabilitiesmultilingual, reranking, retrievalembeddings

Qwen3 Reranker 8B Capabilities

multilingualrerankingretrieval
Serving providers1
Canonical IDQwen/Qwen3-Reranker-8B

Granite Embedding English r2 Capabilities

embeddings
Serving providers0
Canonical IDibm-granite/granite-embedding-english-r2

Primary Evidence

Sources and Freshness

Questions

Qwen3 Reranker 8B vs Granite Embedding English r2 FAQs

Is Qwen3 Reranker 8B or Granite Embedding English r2 better for coding?+

This comparison does not currently contain a protocol-matched coding benchmark for both Qwen3 Reranker 8B and Granite Embedding English r2, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.

Which is cheaper, Qwen3 Reranker 8B or Granite Embedding English r2?+

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, Qwen3 Reranker 8B or Granite Embedding English r2?+

Qwen3 Reranker 8B has the larger sourced context window. Qwen3 Reranker 8B supports 33K and Granite Embedding English r2 supports 8K.

Which performs better in benchmarks, Qwen3 Reranker 8B or Granite Embedding English r2?+

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

Can Qwen3 Reranker 8B or Granite Embedding English r2 be self-hosted?+

Both models have the same recorded self-hosting status: supported. Qwen3 Reranker 8B is open weight; Granite Embedding English r2 is open weight.

Can Qwen3 Reranker 8B and Granite Embedding English r2 understand images?+

Qwen3 Reranker 8B is not documented with image input; Granite Embedding English r2 is not documented with image input. This reflects supported input modalities, not vision quality.

Which can generate longer answers, Qwen3 Reranker 8B or Granite Embedding English r2?+

Neither has a larger sourced maximum output. Qwen3 Reranker 8B is — and Granite Embedding English r2 is —.

Do Qwen3 Reranker 8B and Granite Embedding English r2 support reasoning and tool use?+

Qwen3 Reranker 8B: none of these features are definitively sourced. Granite Embedding English r2: none of these features are definitively sourced. Feature support does not establish relative quality.

Which is available from more inference providers, Qwen3 Reranker 8B or Granite Embedding English r2?+

Qwen3 Reranker 8B has 1 sourced provider route; Granite Embedding English r2 has 0, so Qwen3 Reranker 8B has broader tracked availability.

Which offers better value, Qwen3 Reranker 8B or Granite Embedding English r2?+

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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