Granite Embedding 278m Multilingual vs Grok 4.6
At a Glance
| Compare | Grok 4.6xAI | |
|---|---|---|
| Intelligence, Cost, and Efficiency | ||
| IntelligenceHigher is better · MM Intelligence v2.5 | UnrankedNot in the 46-model eligible cohort | #21 of 4664.1 score · 3/3 sources · complete |
| CostLower is better · Published-token output estimate | UnrankedNot in the 44-model eligible cohort | #22 of 44$0.097 per LiveBench case |
| EfficiencyHigher is better · MM Efficiency v1.5 | UnrankedNot in the 38-model eligible cohort | #16 of 3856.7 score · 3/3 sources · complete |
| Pricing and Limits | ||
| Input priceFrom · USD / 1M tokens | $0.106IBM watsonx.ai ↗ · Aug 29, 2026 | $2.00Xai ↗ · Sep 3, 2026 |
| Output priceFrom · USD / 1M tokens | Not reported | $6.00Xai ↗ · Sep 3, 2026 |
| Context windowMaximum documented tokens | 1K | 500K |
| Model facts checked | Aug 28, 2026View model evidence → | Aug 29, 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-embedding-278m-multilingual | Grok 4.6 |
|---|---|---|
| Developer | IBM | xAI |
| Family | Granite Embedding 278m Multilingual | Grok 4 |
| Model | granite-embedding-278m-multilingual | Grok 4.6 |
| Version | granite-embedding-278m-multilingual | Grok 4.6 |
| Lifecycle | active | active |
| Released | 2024-12-18 | Unknown |
| Knowledge cutoff | Unknown | 2026-02-01 |
| Input modalities | Text | Text, Image |
| Output modalities | Embedding | Text |
| Context window | 1K | 500K |
| Total parameters | 278M | Unknown |
| Active parameters | Unknown | Unknown |
| License | apache-2.0 | Unknown |
| Open weights | Yes | No |
| API available | Yes | Yes |
| Self-hostable | Yes | No |
| Provider access | Hugging Face (Standard), IBM watsonx.ai (Pay as you go) | Xai (Standard) |
| Capabilities | embeddings | chat, generation, reasoning, tools |
Granite Embedding 278m Multilingual Capabilities
Grok 4.6 Capabilities
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Primary Evidence
Sources and Freshness
Questions
Granite Embedding 278m Multilingual vs Grok 4.6 FAQs
Is Granite Embedding 278m Multilingual or Grok 4.6 better for coding?+
This comparison does not currently contain a protocol-matched coding benchmark for both Granite Embedding 278m Multilingual and Grok 4.6, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.
Which is cheaper, Granite Embedding 278m Multilingual or Grok 4.6?+
Granite Embedding 278m Multilingual is $0.106 and Grok 4.6 is $2.00 per million tokens, so Granite Embedding 278m Multilingual is cheaper on this metric. Only Grok 4.6 has a directly sourced output price: $6.00 per million tokens.
Which has a larger context window, Granite Embedding 278m Multilingual or Grok 4.6?+
Grok 4.6 has the larger sourced context window. Granite Embedding 278m Multilingual supports 1K and Grok 4.6 supports 500K.
Which performs better in benchmarks, Granite Embedding 278m Multilingual or Grok 4.6?+
There is no overall benchmark winner: At least two independently verified, protocol-matched benchmarks are required for an overall winner.
Can Granite Embedding 278m Multilingual or Grok 4.6 be self-hosted?+
Granite Embedding 278m Multilingual is the only model in this pair currently marked as self-hostable. Granite Embedding 278m Multilingual is open weight; Grok 4.6 is not marked open weight.
Can Granite Embedding 278m Multilingual and Grok 4.6 understand images?+
Granite Embedding 278m Multilingual is not documented with image input; Grok 4.6 is documented with image input. This reflects supported input modalities, not vision quality.
Which can generate longer answers, Granite Embedding 278m Multilingual or Grok 4.6?+
Neither has a larger sourced maximum output. Granite Embedding 278m Multilingual is — and Grok 4.6 is —.
Do Granite Embedding 278m Multilingual and Grok 4.6 support reasoning and tool use?+
Granite Embedding 278m Multilingual: none of these features are definitively sourced. Grok 4.6: reasoning, tool calling, and image input. Feature support does not establish relative quality.
Which is available from more inference providers, Granite Embedding 278m Multilingual or Grok 4.6?+
Granite Embedding 278m Multilingual has 2 sourced provider routes; Grok 4.6 has 1, so Granite Embedding 278m Multilingual has broader tracked availability.
Which offers better value, Granite Embedding 278m Multilingual or Grok 4.6?+
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.