Granite 4.1 3B vs Granite Embedding English r2
At a Glance
| Compare | ||
|---|---|---|
| Pricing and Limits | ||
| Context windowMaximum documented tokens | 131K | 8K |
| Model facts checked | Aug 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 →
Available Benchmarks
Side-by-Side Facts
| Field | granite-4.1-3b | granite-embedding-english-r2 |
|---|---|---|
| Developer | IBM | IBM |
| Family | Granite 4 1 3b | Granite Embedding English R2 |
| Model | granite-4.1-3b | granite-embedding-english-r2 |
| Version | granite-4.1-3b | granite-embedding-english-r2 |
| Lifecycle | active | active |
| Released | 2026-04-29 | 2025-08-15 |
| Knowledge cutoff | Unknown | Unknown |
| Input modalities | Text | Text |
| Output modalities | Text | Embedding |
| Context window | 131K | 8K |
| Total parameters | 3.4B | 149M |
| Active parameters | Unknown | Unknown |
| License | apache-2.0 | apache-2.0 |
| Open weights | Yes | Yes |
| API available | Unknown | Unknown |
| Self-hostable | Yes | Yes |
| Provider access | Unknown | Unknown |
| Capabilities | chat, generation, tools | embeddings |
Granite 4.1 3B Capabilities
Granite Embedding English r2 Capabilities
Primary Evidence
Sources and Freshness
Questions
Granite 4.1 3B vs Granite Embedding English r2 FAQs
Is Granite 4.1 3B or Granite Embedding English r2 better for coding?+
This comparison does not currently contain a protocol-matched coding benchmark for both Granite 4.1 3B and Granite Embedding English r2, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.
Which is cheaper, Granite 4.1 3B 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, Granite 4.1 3B or Granite Embedding English r2?+
Granite 4.1 3B has the larger sourced context window. Granite 4.1 3B supports 131K and Granite Embedding English r2 supports 8K.
Which performs better in benchmarks, Granite 4.1 3B 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 Granite 4.1 3B or Granite Embedding English r2 be self-hosted?+
Both models have the same recorded self-hosting status: supported. Granite 4.1 3B is open weight; Granite Embedding English r2 is open weight.
Can Granite 4.1 3B and Granite Embedding English r2 understand images?+
Granite 4.1 3B 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, Granite 4.1 3B or Granite Embedding English r2?+
Neither has a larger sourced maximum output. Granite 4.1 3B is — and Granite Embedding English r2 is —.
Do Granite 4.1 3B and Granite Embedding English r2 support reasoning and tool use?+
Granite 4.1 3B: tool calling. 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, Granite 4.1 3B or Granite Embedding English r2?+
Granite 4.1 3B has 0 sourced provider routes; Granite Embedding English r2 has 0, a tie.
Which offers better value, Granite 4.1 3B 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.