Qwen3.8 2.4T A95B vs Granite Embedding 278m Multilingual
At a Glance
| Compare | ||
|---|---|---|
| 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, 2026 | Not reported |
| Context windowMaximum documented tokens | 262K | 1K |
| 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 | Qwen3.8-2.4T-A95B | granite-embedding-278m-multilingual |
|---|---|---|
| Developer | Qwen | IBM |
| Family | Qwen3 8 2 4t A95b | Granite Embedding 278m Multilingual |
| Model | Qwen3.8-2.4T-A95B | granite-embedding-278m-multilingual |
| Version | Qwen3.8-2.4T-A95B | granite-embedding-278m-multilingual |
| Lifecycle | active | active |
| Released | Unknown | 2024-12-18 |
| Knowledge cutoff | Unknown | Unknown |
| Input modalities | Text | Text |
| Output modalities | Text | Embedding |
| Context window | 262K | 1K |
| Total parameters | 2.4T | 278M |
| Active parameters | 95B | Unknown |
| License | other | apache-2.0 |
| Open weights | Yes | Yes |
| API available | Yes | Yes |
| Self-hostable | Yes | Yes |
| Provider access | Deepinfra (Standard), Fireworks Ai (Standard), Hugging Face (Standard), Openrouter (Standard), Together Ai (Standard) | Hugging Face (Standard), IBM watsonx.ai (Pay as you go) |
| Capabilities | chat, generation, reasoning, tools | embeddings |
Qwen3.8 2.4T A95B Capabilities
Granite Embedding 278m Multilingual Capabilities
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.