Seed 2.1 Pro vs Granite Embedding 278m Multilingual
At a Glance
| Compare | Seed 2.1 ProByteDance Seed | |
|---|---|---|
| Pricing and Limits | ||
| Input priceFrom · USD / 1M tokens | Not reported | $0.106IBM watsonx.ai ↗ · Aug 29, 2026 |
| Context windowMaximum documented tokens | Not reported | 1K |
| 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 | Seed 2.1 Pro | granite-embedding-278m-multilingual |
|---|---|---|
| Developer | ByteDance Seed | IBM |
| Family | Seed 2 1 | Granite Embedding 278m Multilingual |
| Model | Seed 2.1 Pro | granite-embedding-278m-multilingual |
| Version | Seed 2.1 Pro | granite-embedding-278m-multilingual |
| Lifecycle | active | active |
| Released | 2026-06-23 | 2024-12-18 |
| Knowledge cutoff | Unknown | Unknown |
| Input modalities | Text, Image, Video | Text |
| Output modalities | Text | Embedding |
| Context window | Unknown | 1K |
| Total parameters | Unknown | 278M |
| Active parameters | Unknown | Unknown |
| License | Unknown | apache-2.0 |
| Open weights | No | Yes |
| API available | Yes | Yes |
| Self-hostable | No | Yes |
| Provider access | Unknown | Hugging Face (Standard), IBM watsonx.ai (Pay as you go) |
| Capabilities | agents, chat, computer-use, generation, reasoning, structured_outputs, tools | embeddings |
Seed 2.1 Pro Capabilities
Granite Embedding 278m Multilingual Capabilities
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Primary Evidence
Sources and Freshness
Questions
Seed 2.1 Pro vs Granite Embedding 278m Multilingual FAQs
Is Seed 2.1 Pro or Granite Embedding 278m Multilingual better for coding?+
This comparison does not currently contain a protocol-matched coding benchmark for both Seed 2.1 Pro and Granite Embedding 278m Multilingual, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.
Which is cheaper, Seed 2.1 Pro or Granite Embedding 278m Multilingual?+
Only Granite Embedding 278m Multilingual has a directly sourced input price: $0.106 per million tokens. Neither model has a directly sourced output price in this comparison.
Which has a larger context window, Seed 2.1 Pro or Granite Embedding 278m Multilingual?+
Neither model has a larger sourced context window in this comparison. Seed 2.1 Pro is — and Granite Embedding 278m Multilingual is 1K.
Which performs better in benchmarks, Seed 2.1 Pro 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 Seed 2.1 Pro or Granite Embedding 278m Multilingual be self-hosted?+
Granite Embedding 278m Multilingual is the only model in this pair currently marked as self-hostable. Seed 2.1 Pro is not marked open weight; Granite Embedding 278m Multilingual is open weight.
Can Seed 2.1 Pro and Granite Embedding 278m Multilingual understand images?+
Seed 2.1 Pro is 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, Seed 2.1 Pro or Granite Embedding 278m Multilingual?+
Neither has a larger sourced maximum output. Seed 2.1 Pro is — and Granite Embedding 278m Multilingual is —.
Do Seed 2.1 Pro and Granite Embedding 278m Multilingual support reasoning and tool use?+
Seed 2.1 Pro: reasoning, tool calling, and image input. 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, Seed 2.1 Pro or Granite Embedding 278m Multilingual?+
Seed 2.1 Pro has 0 sourced provider routes; Granite Embedding 278m Multilingual has 2, so Granite Embedding 278m Multilingual has broader tracked availability.
Which offers better value, Seed 2.1 Pro 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.