Claude Sonnet 4.6 vs Granite Embedding English r2
At a Glance
| Compare | Claude Sonnet 4.6Anthropic | |
|---|---|---|
| Intelligence, Cost, and Efficiency | ||
| IntelligenceHigher is better · MM Intelligence v2.5 | #24 of 4660.3 score · 3/3 sources · complete | UnrankedNot in the 46-model eligible cohort |
| CostLower is better · Published-token output estimate | #31 of 44$0.198 per LiveBench case | UnrankedNot in the 44-model eligible cohort |
| EfficiencyHigher is better · MM Efficiency v1.5 | #31 of 3847.3 score · 3/3 sources · complete | UnrankedNot in the 38-model eligible cohort |
| Pricing and Limits | ||
| Input priceFrom · USD / 1M tokens | $3.00Anthropic ↗ · Sep 3, 2026 | Not reported |
| Output priceFrom · USD / 1M tokens | $15.00Anthropic ↗ · Sep 3, 2026 | Not reported |
| Context windowMaximum documented tokens | 1,000K | 8K |
| Model facts checked | Sep 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
Side-by-Side Facts
| Field | Claude Sonnet 4.6 | granite-embedding-english-r2 |
|---|---|---|
| Developer | Anthropic | IBM |
| Family | Claude 4 | Granite Embedding English R2 |
| Model | Claude Sonnet 4.6 | granite-embedding-english-r2 |
| Version | Claude Sonnet 4.6 | granite-embedding-english-r2 |
| Lifecycle | active | active |
| Released | 2026-02-17 | 2025-08-15 |
| Knowledge cutoff | 2025-08-01 | Unknown |
| Input modalities | Text, Image | Text |
| Output modalities | Text | Embedding |
| Context window | 1,000K | 8K |
| Total parameters | Unknown | 149M |
| Active parameters | Unknown | Unknown |
| License | Unknown | apache-2.0 |
| Open weights | No | Yes |
| API available | Yes | Unknown |
| Self-hostable | No | Yes |
| Provider access | Anthropic (Standard), Deepinfra (Standard) | Unknown |
| Capabilities | chat, generation, reasoning, structured_outputs, tools | embeddings |
Claude Sonnet 4.6 Capabilities
Granite Embedding English r2 Capabilities
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Primary Evidence
Sources and Freshness
Questions
Claude Sonnet 4.6 vs Granite Embedding English r2 FAQs
Is Claude Sonnet 4.6 or Granite Embedding English r2 better for coding?+
This comparison does not currently contain a protocol-matched coding benchmark for both Claude Sonnet 4.6 and Granite Embedding English r2, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.
Which is cheaper, Claude Sonnet 4.6 or Granite Embedding English r2?+
Only Claude Sonnet 4.6 has a directly sourced input price: $3.00 per million tokens. Only Claude Sonnet 4.6 has a directly sourced output price: $15.00 per million tokens.
Which has a larger context window, Claude Sonnet 4.6 or Granite Embedding English r2?+
Claude Sonnet 4.6 has the larger sourced context window. Claude Sonnet 4.6 supports 1,000K and Granite Embedding English r2 supports 8K.
Which performs better in benchmarks, Claude Sonnet 4.6 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 Claude Sonnet 4.6 or Granite Embedding English r2 be self-hosted?+
Granite Embedding English r2 is the only model in this pair currently marked as self-hostable. Claude Sonnet 4.6 is not marked open weight; Granite Embedding English r2 is open weight.
Can Claude Sonnet 4.6 and Granite Embedding English r2 understand images?+
Claude Sonnet 4.6 is 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, Claude Sonnet 4.6 or Granite Embedding English r2?+
Neither has a larger sourced maximum output. Claude Sonnet 4.6 is 128K and Granite Embedding English r2 is —.
Do Claude Sonnet 4.6 and Granite Embedding English r2 support reasoning and tool use?+
Claude Sonnet 4.6: reasoning, tool calling, and image input. 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, Claude Sonnet 4.6 or Granite Embedding English r2?+
Claude Sonnet 4.6 has 2 sourced provider routes; Granite Embedding English r2 has 0, so Claude Sonnet 4.6 has broader tracked availability.
Which offers better value, Claude Sonnet 4.6 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.